103746 Python Jobs - Page 40

Role Purpose The purpose of this role is to provide significant technical expertise in architecture planning and design of the concerned tower (platform, database, middleware, backup etc) as well as managing its day-to-day operations Do Provide adequate support in architecture planning, migration & installation for new projects in own tower (platform/dbase/ middleware/ backup) Lead the structural/ architectural design of a platform/ middleware/ database/ back up etc. according to various system requirements to ensure a highly scalable and extensible solution Conduct technology capacity planning by reviewing the current and future requirements Utilize and leverage the new features of all underlying technologies to ensure smooth functioning of the installed databases and applications/ platforms, as applicable Strategize & implement disaster recovery plans and create and implement backup and recovery plans Manage the day-to-day operations of the tower Manage day-to-day operations by troubleshooting any issues, conducting root cause analysis (RCA) and developing fixes to avoid similar issues. Plan for and manage upgradations, migration, maintenance, backup, installation and configuration functions for own tower Review the technical performance of own tower and deploy ways to improve efficiency, fine tune performance and reduce performance challenges Develop shift roster for the team to ensure no disruption in the tower Create and update SOPs, Data Responsibility Matrices, operations manuals, daily test plans, data architecture guidance etc. Provide weekly status reports to the client leadership team, internal stakeholders on database activities w.r.t. progress, updates, status, and next steps Leverage technology to develop Service Improvement Plan (SIP) through automation and other initiatives for higher efficiency and effectiveness Team Management Resourcing Forecast talent requirements as per the current and future business needs Hire adequate and right resources for the team Train direct reportees to make right recruitment and selection decisions Talent Management Ensure 100% compliance to Wipros standards of adequate onboarding and training for team members to enhance capability & effectiveness Build an internal talent pool of HiPos and ensure their career progression within the organization Promote diversity in leadership positions Performance Management Set goals for direct reportees, conduct timely performance reviews and appraisals, and give constructive feedback to direct reports. Ensure that organizational programs like Performance Nxt are well understood and that the team is taking the opportunities presented by such programs to their and their levels below Employee Satisfaction and Engagement Lead and drive engagement initiatives for the team Track team satisfaction scores and identify initiatives to build engagement within the team Proactively challenge the team with larger and enriching projects/ initiatives for the organization or team Exercise employee recognition and appreciation Mandatory Skills: Big Data Consulting. Experience: 5-8 Years.

Role Purpose The purpose of the role is to create exceptional architectural solution design and thought leadership and enable delivery teams to provide exceptional client engagement and satisfaction. Mandatory Skills: Delivery Management. Experience: 10 YEARS.

Role Purpose The purpose of this role is to design, test and maintain software programs for operating systems or applications which needs to be deployed at a client end and ensure its meet 100% quality assurance parameters Do 1. Instrumental in understanding the requirements and design of the product/ software Develop software solutions by studying information needs, studying systems flow, data usage and work processes Investigating problem areas followed by the software development life cycle Facilitate root cause analysis of the system issues and problem statement Identify ideas to improve system performance and impact availability Analyze client requirements and convert requirements to feasible design Collaborate with functional teams or systems analysts who carry out the detailed investigation into software requirements Conferring with project managers to obtain information on software capabilities 2. Perform coding and ensure optimal software/ module development Determine operational feasibility by evaluating analysis, problem definition, requirements, software development and proposed software Develop and automate processes for software validation by setting up and designing test cases/scenarios/usage cases, and executing these cases Modifying software to fix errors, adapt it to new hardware, improve its performance, or upgrade interfaces. Analyzing information to recommend and plan the installation of new systems or modifications of an existing system Ensuring that code is error free or has no bugs and test failure Preparing reports on programming project specifications, activities and status Ensure all the codes are raised as per the norm defined for project / program / account with clear description and replication patterns Compile timely, comprehensive and accurate documentation and reports as requested Coordinating with the team on daily project status and progress and documenting it Providing feedback on usability and serviceability, trace the result to quality risk and report it to concerned stakeholders 3. Status Reporting and Customer Focus on an ongoing basis with respect to project and its execution Capturing all the requirements and clarifications from the client for better quality work Taking feedback on the regular basis to ensure smooth and on time delivery Participating in continuing education and training to remain current on best practices, learn new programming languages, and better assist other team members. Consulting with engineering staff to evaluate software-hardware interfaces and develop specifications and performance requirements Document and demonstrate solutions by developing documentation, flowcharts, layouts, diagrams, charts, code comments and clear code Documenting very necessary details and reports in a formal way for proper understanding of software from client proposal to implementation Ensure good quality of interaction with customer w.r.t. e-mail content, fault report tracking, voice calls, business etiquette etc Timely Response to customer requests and no instances of complaints either internally or externally Mandatory Skills: Python for Insights. Experience: 5-8 Years.

Role Purpose The purpose of this role is to design, test and maintain software programs for operating systems or applications which needs to be deployed at a client end and ensure its meet 100% quality assurance parameters Do 1. Instrumental in understanding the requirements and design of the product/ software Develop software solutions by studying information needs, studying systems flow, data usage and work processes Investigating problem areas followed by the software development life cycle Facilitate root cause analysis of the system issues and problem statement Identify ideas to improve system performance and impact availability Analyze client requirements and convert requirements to feasible design Collaborate with functional teams or systems analysts who carry out the detailed investigation into software requirements Conferring with project managers to obtain information on software capabilities 2. Perform coding and ensure optimal software/ module development Determine operational feasibility by evaluating analysis, problem definition, requirements, software development and proposed software Develop and automate processes for software validation by setting up and designing test cases/scenarios/usage cases, and executing these cases Modifying software to fix errors, adapt it to new hardware, improve its performance, or upgrade interfaces. Analyzing information to recommend and plan the installation of new systems or modifications of an existing system Ensuring that code is error free or has no bugs and test failure Preparing reports on programming project specifications, activities and status Ensure all the codes are raised as per the norm defined for project / program / account with clear description and replication patterns Compile timely, comprehensive and accurate documentation and reports as requested Coordinating with the team on daily project status and progress and documenting it Providing feedback on usability and serviceability, trace the result to quality risk and report it to concerned stakeholders 3. Status Reporting and Customer Focus on an ongoing basis with respect to project and its execution Capturing all the requirements and clarifications from the client for better quality work Taking feedback on the regular basis to ensure smooth and on time delivery Participating in continuing education and training to remain current on best practices, learn new programming languages, and better assist other team members. Consulting with engineering staff to evaluate software-hardware interfaces and develop specifications and performance requirements Document and demonstrate solutions by developing documentation, flowcharts, layouts, diagrams, charts, code comments and clear code Documenting very necessary details and reports in a formal way for proper understanding of software from client proposal to implementation Ensure good quality of interaction with customer w.r.t. e-mail content, fault report tracking, voice calls, business etiquette etc Timely Response to customer requests and no instances of complaints either internally or externally Mandatory Skills: Dataiku. Experience: 5-8 Years.

Analyze system requirements, user needs and system design, perform system evaluation activities (i.e. validation, verification). Transform requirements into comprehensive test protocols and automated test scripts using Python. Develop and maintain high quality non-medical device software tools in a regulated environment to support system design and system evaluation activities. Documents software development and/or test development by writing documents, reports, memos, change requests. Methods used are determined by approved procedures and standards Apply sound, systematic problem-solving methodologies in identifying, prioritizing, communicating, and resolving System level issues. Interact with business analysts, SMEs and QA team members Qualification & Required Skills Bachelors degree in engineering or equivalent (BE, B Tech, MCA, MSc) 8+ years of product testing experience, preferred to have experience in system testing with devices and simulators.• Experience in regulated product development environment, particularly for medical devices, a plus.

Manager- Data Engineer: Elevate Your Impact Through Innovation and Learning Evalueserve is a global leader in delivering innovative and sustainable solutions to a diverse range of clients, including over 30% of Fortune 500 companies. With a presence in more than 45 countries across five continents, we excel in leveraging state-of-the-art technology, artificial intelligence, and unparalleled subject matter expertise to elevate our clients' business impact and strategic decision-making. Our team of over 4, 500 talented professionals operates in countries such as India, China, Chile, Romania, the US, and Canada. Our global network also extends to emerging markets like Colombia, the Middle East, and the rest of Asia-Pacific. Recognized by Great Place to Work in India, Chile, Romania, the US, and the UK in 2022, we offer a dynamic, growth-oriented, and meritocracy-based culture that prioritizes continuous learning and skill development and work-life balance. About Corporate and Investment Banking & Investment Research (CIB & IR) As a global leader in knowledge processes, research, and analytics, youll be working with a team that specializes in global market research, working with the top-rated investment research organizations, bulge bracket investment banks, and leading asset managers. We cater to 8 of the top 10 global banks, working alongside their product and sector teams, supporting them on deal origination, execution, valuation, and transaction advisory -related projects. What you will be doing at Evalueserve Constructanalytical dashboards from alternative data use cases, such as sector orthematic and financial KPI dashboards. Load andimport data into internal warehouses through Azure Blob Storage and/or S3deliveries, SFTP, and other ingestion mechanisms. Designand implement ETL workflows for preprocessing of transactional and aggregateddatasets including complex joins, window functions, aggregations, bins andpartitions. Manipulateand enhance time series datasets into relational data stores. Implementand refine panels in transactional datasets and relevant panel normalization. Conduct webscraping, extraction and post-processing of numerical data from web-baseddatasets. What were looking for Previousexperience working within fundamental equity investment workflows, such asexposure to financial modeling. Highproficiency in SQL and the Python data stack (pandas, numpy, sklearn). Experienceworking with scheduling and execution platforms, such as Airflow, Prefect, orsimilar scheduled DAG frameworks. Understandingof efficient query management in Snowflake, DataBricks, or equivalentplatforms. Optionalfamiliarity with automation of workflows that produce Excel outputs, such asthrough openpyxl. Optionalfamiliarity with integrations and import/exports to REST/gRPC/GraphQL APIs. Security:This role is performed in a dedicated, secure workspace Travel:Annual travel to the U.S. for onsite collaboration is expected. Follow us on https://www.linkedin.com/compan y/evalueserve/ Click here to learn more about what our Leaders talking on achievements AI-powered supply chain optimization solution built on Google Cloud. How Evalueserve is now Leveraging NVIDIA NIM to enhance our AI and digital transformation solutions and to accelerate AI Capabilities . Know more about ho w Evalueserve has climbed 16 places on the 50 Best Firms for Data Scientists in 2024! Want to learn more about our culture and what its like to work with us? Write to us at: careers@evalueserve.com Disclaimer: The following job description serves as an informative reference for the tasks you may be required to perform. However, it does not constitute an integral component of your employment agreement and is subject to periodic modifications to align with evolving circumstances. Please Note: We appreciate the accuracy and authenticity of the information you provide, as it plays a key role in your candidacy. As part of the Background Verification Process, we verify your employment, education, and personal details. Please ensure all information is factual and submitted on time. For any assistance, your TA SPOC is available to support you.

Meet the Team This team delivers common software modules for Cisco Network Operating System (NOS). The team works on Routing Protocol software which includes BGP, IGPs, Multicast as well as transport protocols like SR and overlay services like VXLAN, EVPN. For XR, the team also is responsible for layers starting with the kernel and Operating System, through core infrastructure such as IPCs, databases, pub-sub mechanisms, state management, to routing/forwarding infrastructure through to management interfaces like CLI or specific programmable APIs. The team is also responsible for Security and services like 3rd party Application hosting. Your Impact Lead the design and development of cutting-edge solutions to address complex customer challenges, ensuring successful deployment and high-impact results. Work closely with account teams, product management, engineering teams, and senior architects to align on strategies and deliver sophisticated product requirements. Cultivate technical expertise within the team by mentoring and nurturing talent, fostering long-term growth and technical proficiency. Address critical customer concerns by identifying product quality hotspots and implementing effective solutions to improve overall performance. Stay ahead of technology trends, embrace new innovations, and engage in rapid prototyping to shape Ciscos intellectual property and competitive edge. Plan and execute complex projects, setting well-defined milestones and collaborating with managers to ensure successful outcomes. Minimum Qualifications: BE/B. Tech or higher degree in CS/EC or equivalent Experience of 8-12 years in Networking or related industry. Possess in-depth knowledge and understanding of routing and switching technologies, especially SR, SRv6, EVPN, MPLS, VXLAN, various L2/L3 protocols Experience in architecting and design of complex networking systems and various software engineering principles Expert and experience in C, C++, Python etc Experience with kernel programming and open-source technologies is a plus

Your Impact You will be part of a phenomenal team of engineers with a diverse set of experiences and knowledge who develop the next generation m2m interface, manageability technology stack, and tooling to enable network automation at scale. In this role you will have a phenomenal opportunity to learn and for us to learn from you. Come join us if you want to be a phenomenal teammate that gets things done. Minimum Qualifications Education in Computer science engineering or equivalent bachelors degree with 10+ years of related experience or a masters degree with 7+ years of related experience or a PhD with 3 year of related experience Expert knowledge and hands-on experience with C/C++ Network and multithread programming Experience with Linux, Kernel Programming and Open-Source technologies is a plus/highly desirable Strong in Python for scripting Experience in any or all of these is a plus, but not required Good understanding of regular expressions and CLI parsers. Knowledge of Openstack, OMI, Google Protocol Bufs. Experience with performance monitoring of networks (APM, NPM) w.r.t. to WAN in both SP and Hyperscalers space, bonus points if you built products for network visibility for on-prem and SaaS offerings. Good team player and able to mentor engineers An attitude of curiosity, approach to learning and desire to make an impact Preferred Qualifications Experience with Golang Experience in API programming, Routing, gRPC based services, network programming (TCP/IP) Experience with Open config models and services like grpc, gnmi, gnoi Prior development experience in Cisco product is an added plus.

Server Virtualization Platform Test Software Engineer - (Linux/KVM/Python) Meet the Team The team is responsible for design, development and delivery of Cisco NFVIS (Network Function Virtualization Infrastructure Software) product which is built upon Linux KVM technologies and deployed in marque customer deployments. NFVIS enables customers to manage the customers VM (Virtual Machines) and Container lifecycles (both Cisco and 3rd Party). It is supported uniquely on Cisco custom hardware (ENCS, c8200-ucpe, c8300-ucpe) and Cisco General Compute HW (UCS-C series) and provisioned through Cisco SD-WAN orchestrator or built-in local NFVIS-GUI. The team has complete ownership of CI/CD with automation for the features and manages release collaterals (including security) for image posting. The team operates in high-touch model for key customer accounts to take relevant features through the adoption cycle in customer deployment. Team also works closely with rest of Cisco ecosystem like SDWAN, Thousand Eyes, Security & Trust Org, Cisco HW, Compute and Collaboration teams Your Impact You're Software Test Engineer and will work closely during design and development phase and build automation to validate and release in a dynamic agile environment. Whether a new feature or a bug fix, you will own your work and deliver the most elegant and scalable solutions, all while learning and growing your skills. You will work and collaborate with autonomous, multi-functional team of makers, doers, and disruptors who love to tackle real problems and meet real customer needs. Minimum Qualifications Experience in Linux, understanding of Kernel, virtualization technologies such as qemu, libvirt, kvm Experience with networking concepts and protocols (DHCP, Bridges, VLAN, etc) Experience working with API , JSON or REST/RESTCONF Expert level automation programming experience for Python for network virtualization, containerization (docker/podman) A degree in Computer Science or related field and 8+ of experience Preferred Qualifications Work closely with cross functional teams to validate new features Work closely with fellow developers on software / system architecture and build feature test plan Excellent problem-solving and analytical skills. Integrate test automation into CI/CD pipelines (e.g., Jenkins, Git). Create, execute, and document test plans, test cases, and test results for system-level and integration testing. Create estimates and schedules The candidate should be self-driven and have a background in build processes, scripting, and python automation.

Your Impact You're Software Engineer and will design, develop, and release in a dynamic agile environment, using modern methodologies and open-source tools. Whether a new feature or a bug fix, you will own your work and deliver the most elegant and scalable solutions, all while learning and growing your skills. You will work and collaborate with autonomous, multi-functional team of makers, doers, and disruptors who love to tackle real problems and meet real customer needs. Minimum Qualifications Experience in Linux, understanding of Kernel, virtualization technologies such as qemu, libvirt, kvm Expert level experience in Python, YANG, NetConf/REST API implementations Expert level experience in object-oriented programming languages like Java, Spring-boot, JUnit Expert level experience in object-oriented programming languages like Java Script, Angular, React Experience with networking concepts and protocols (DHCP, Bridges, VLAN, etc) A degree in Computer Science or related field and 5+ of experience Preferred Qualifications Work closely with cross functional teams to design and develop new features Work closely with fellow developers on software / system architecture Write specification documents and unit test plan Create estimates and schedules The candidate should be self-driven and have a background in build processes, scripting, and python automation. Automation using CI/CD pipelines and version control systems like Git

Software QA Engineer - SDWAN Security (IKEv2)| Automation|L2/L3 protocols Meet the Team In this position you will be working on our next-gen routing Platforms (Core Routing and SDWAN) that provide solutions for Enterprise/SP and Fortune 500 customers. You will be working on industry standard technologies such as SD-WAN Security, MACSec, IPSEC/GRE, ZBFW, IPS/IDS, TLS, SSL Proxy, different VPN technologies, OSPF, EIGRP and BGP. Enterprise routing team is a group of high energy, hardworking on Quality, customer focused engineers who bring different perspectives and experiences to bear on the toughest engineering challenges. Your Impact Develop, implement and automate test cases for platforms and software for the Enterprise routing market. Good understanding in SD-WAN Security, MACSec, IPSEC/GRE, ZBFW, IPS/IDS, TLS, SSL Proxy, different VPN technologies, Layer2/Layer3 protocols, strong Python script development knowledge, good understanding of Plug n Play or Zero Touch deployments as well as good communication skills and ability to work with a multi-functional and geographically complementary team is encouraged. Prior experience in AI tools for automation will be added advantage. Communicate with Business Development, External Partners, Hardware/Software Engineering and Release Operations throughout the development cycle. Minimum Qualifications Typically requires BSEE/ MSEE/CS with 9 to 13 years of experience in a software Testing. CCNA, CCNP, or other Cisco certifications will be a plus Good understanding on SD-WAN Security, MACSec, IPSEC/GRE, ZBFW, IPS/IDS, TLS, SSL Proxy, different VPN technologies, Layer2/Layer3 protocols. Good understanding in Plug n Play or Zero Touch deployments Excellent scripting experience/proficiency in Python, Rest API Automation. Automation using AI tools will be an added advantage. Working experience with test tools like traffic analysers (e.g., Sniffer, Ethereal), traffic generation tools (e.g., Ixia, Spirent both stateful and stateless) is must have. Experience in writing test plans, designing test cases, implementing test cases, and end to end automation of scale. System Integration Testing, Scalability and Perf testing, Negative tests and corner cases, Map customer scenarios to test cases, stress tests, longevity tests, Testing feature combinations Preferred Qualifications Strong knowledge in setting up test labs and configuration Should have a solid understanding of SW quality and processes. Test plan design and development for system test environment to cover the following areas. Develop topology based on test requirements and setting up the test bed Follow test processes such as bug logging, bug repro, result archival

Leader, Engineering-SW developer, agile methodology, Python, kubernetes, Cybersecurity, automation, PCB or semiconductor Your Impact As anEngineering Leader, you will play a pivotal role in designing and delivering transformative solutions while mentoring and growing a high-performing team. In this role, you will: Lead by Example:Manage adiverse team of engineers, fostering a culture of collaboration, innovation, and technical excellence. Coach and Mentor:Guide career development for team members, coachingjunior engineersand maximizing the potential ofsenior team members. Deliver Business Solutions:Drive the development and implementation of technical solutions that address key business challenges for theTechnology and Quality Systems Groupand its stakeholders. Build Strategic Partnerships:Collaborate withGlobal Manufacturing Operations (GMO)andProduct Operationsto establish and execute a technical roadmap aligned with joint business goals. Develop the Team:Build a strongtechnical leadership pipelinewhile driving solutions that meet business needs and enable organizational growth. Champion Organizational Growth:Represent organizational strategies and supportsite development initiativesfor long-term success. Minimum Qualifications You bring a blend oftechnical expertise,people management skills, and a strong drive to lead impactful programs. Education: Bachelor's degree inEngineering or Science, and an MBA or equivalent practical experience. Experience: 5+ yearsof experience managingengineering teamswith 10+ members. Proven experience inpeople management, including hiring, staffing, performance evaluations, and managing team expectations. Strong leadership skills with a track record of driving successful,complex programs. Experience working in business organizations, managingcross-functional stakeholders, and negotiating solutions. Preferred Qualifications You are a strategic thinker with a deep understanding of the manufacturing domain and a passion for driving innovation. Exceptional ability to buildinternal and external stakeholder networksand foster relationships to deliver on strategic plans and projects. Strong understanding of themanufacturing business domainand its associated technical constraints. Proven ability to leadmultiple cross-functional teamsto deliver against plans. Outstanding communication skills, with the ability to adapt messaging fortechnical and business audiences. Established relationships and networks with leaders of stakeholder organizations. Responsibilities in Detail Lead and Inspire:Foster a collaborative and innovative environment for a diverse team of engineers, ensuring they are empowered to excel. Strategic Roadmap Execution:Partner withGMOandProduct Operationsto define and execute a roadmap that aligns with business objectives. Solve Business Challenges:Leverage cutting-edge technologies to develop transformative solutions that meet complex business needs. Team Development:Build a strong leadership pipeline, focusing on career development, mentorship, and team growth. Drive Innovation:Lead initiatives that explore the use of advanced technologies likebig data,AI, andadvanced visualization toolsto drive disruption in the manufacturing domain. Stakeholder Collaboration:Serve as a trusted advisor for internal and external stakeholders, ensuring alignment on technical and organizational goals.

Your Impact Candidate responsible for Manual testing and automating the given features. Deliver the features with high quality as per given timelines. Adapt to the newer technologies (AI/ML) Minimum Qualifications MS EE/CS combined with 5-8 years of related experience, or BSEE/CS combined. Good experience in feature level testing and system level understanding of switching and routing platforms Good understanding of networking fundamentals and protocols and different L2 to L7 technologies. Automation experience with Python or equivalent programming language Deep technical knowledge in BGP, VXLAN and EVPN Vision to lead and tackle sophisticated problems Excellent collaboration and communication skills Self-motivated and highly ambitious Preferred Qualifications Understanding of DC customer deployments Good networking skills. Familiarity with the SW development cycle and software engineering Basics of AI/ML Familiarity with Linux and modern software tools and techniques for development/debugging. Understanding of CI/CD integrations

Meet the Team Internet became a reality because of Cisco and its intelligent innovations in WAN engineering over multiple decades. The Mobility software team is a group of dedicated individuals responsible for the architecture, design, implementation and support of Wireless WAN (Cellular 4G/5G) infrastructure on all Cisco next generation (Enterprise and IoT) Platforms. Innovation is in the team DNA who always do research in upcoming technologies and bring the ideas on to the table to productize Your Impact Work on latest cellular technologies in the areas of SDWAN and edge routing platforms, you will be part of a premier software engineering team that works on various ground-breaking technologies in Enterprise Routing Group. You will design and develop software for key mobility solutions that span across 4G, LTE, 5G NR and other wireless technologies. Serve as a critical issue point for features owned and dedicatedly participate in customer issues and calls. Innovate with the engineering team across products, on quality and process. Help to hire the best and improve team productivity. Participate in PRD reviews, write Functional Specifications, code reviews, unit tests, and automation. The Enterprise Networking Business (ENB) is responsible for Routing, Switching, Wireless, Security, and Core Software at Ciscowe are the largest revenue contributor for the company. You will assist with delivering market-leading LTE/4G/5G and IoT solutions. Minimum Qualifications and Requirement: 4 to 8 years proven experience in Cellular technologies, LTE, 4G and 5G. Hands on experience on End-to-End Software development in a networking company in areas of Platforms, Hardware, bring up, system software, drivers (kernel and user space), OS concepts, Inter process communication and performance engineering/tuning Strong C/C++/Python programming in Linux environment, familiarity with large software development projects, including experience with source code control systems, i.e. ability to search, navigate and handle very large code base. Strong Experience in Cellular (LTE, 4G/5G), Networking and IoT technologies Experience with LAN/WAN communication interfaces, Ethernet layer 2, layer 3 technologies. Experience with hardware and software debuggers, GDB. Experience with scripting and automation and to be able to design, create and run scripts for longevity tests for platform, e.g Shell, Python. Extremely strong system design and architecture of networking routing products Ability to ensure and commit to a higher standard of quality than usual in the face of time to market pressures. In-depth understanding of network management systems architecture The successful candidate will participate on project teams defining and developing innovative new products based on Cisco technology. Key functions are following: Develop, enhance, verify and sustain embedded system software for complex internetworking products as a key member of a multi-functional team. Perform design trade-off analysis, write software specifications, code, integrate and test new software and hardware, complete product release, and provide field support. Collaborate with Business Development, External Partners, Hardware Engineering, QA Test and Release Operations throughout the development cycle. Act as Key Decision maker on Technical and Engineering Design issues. Desirable skills: Motivated self-starter with good communication and organizational skills, with proven track record to develop and deliver superior products. Strong OS fundamentals, networking concepts and protocols is required. Strong passion and experience in troubleshooting, debugging complex systems and possess excellent problem-solving techniques Review PRD, Write SFS, Test plans, and other documentations Strong verbal and written communication skills, with the ability to work multi-functionally

Who You'll Work With: Cisco is offering an extraordinary opportunity to be part of an innovative team with a low process, high throughput culture. We are looking for a highly energetic Software Engineering who can combine technical acumen of network security engineering with strong analytical skills. The team is playing a crucial part in leading breakthrough cloud-delivered security capabilities to the thousands of Cisco current and future customers worldwide. Today, we handle more than 80 billion daily Internet requests from 65 million+ users around the world. Though we take phenomenal pride in being market leaders in threat security for long time, we are constantly innovating and improving our solutions to address the ever-changing threat perceptions and changing data security paradigms so that our customer networks are always secured. We take our customers trust in us very seriously and go all the way to ensure we protect their data all times. Our team works on leading Network Intrusion Detection & Prevention System solutions that are all-star, scalable and easily manageable. Our network security portfolio and cloud delivered services cover a wide spectrum of security solutions spanning - Firepower Threat Defense, Snort, Cisco SecureX, Secure Internet Gateway, DNS security. Working at Cisco Network Security means being surrounded by passionate, intelligent and creative people that are determined to disrupt the Internet security industry with creative ideas, world-class research and unrivalled products and services. Its a place where the best ideas are quickly transformed into products, features, campaigns and company-wide practices, so it wont be long before you witness the results of your hard work. What You'll Do: Participate in test planning and testing the New/Existing Functionality in the Product Ability to focus on deep internal aspects of the feature and its integration with the OS Should learn new features, technologies and platforms in a relatively short amount of time Work closely with customer support to provide timely resolution of problems Hands on with Lab setups and Automation Who You Are: 4+ years of experience in Networking/Security Domain Testing Proficient in - TCP/IP networking and network management, IPv6 Expertise on - Network security (Intrusion prevention / Intrusion detection / NAT / Access-list / IPSEC and SSL VPN / TLS) Experience and knowledge on - Routing & Switching (OSPF / BGP / EIGRP / VLAN / STP / DHCP / multicast) Should have worked in Virtual technologies (ESXi, KVM, AWS, Azure, OCI) Hands-on experience with Legitimate and Malware Application Traffic generator tools, Linux, Windows, Packet tracer, Wireshark and tcpdump Tools Familiar with - Palo Alto, Checkpoint, Juniper, Fortinet products preferred Strong automation background on python, Java etc. Should have experience in UI & API based test automation Experience in DevOps, Continuous integration and Continuous delivery tools are added advantage. Able to setup Lap topologies from scratch.

ASIC DFT Engineering Technical Leader :: Design for testability, JTAG, Scan and BIST :: Exp 8+ yearsDFT Engineering Technical Lead Meet the Team The Common Hardware Group (CHG) delivers the silicon, optics, and hardware platforms for Cisco's core Switching, Routing, and Wireless products. We design the networking hardware for Enterprises and Service Providers of various sizes, the Public Sector, and Non-Profit Organizations across the world. Cisco Silicon One (#CiscoSiliconOne) is the only unifying silicon architecture in the market that enables customers to deploy the best-of-breed silicon from Top of Rack (TOR) switches all the way through web scale data centers and across service provider, enterprise networks, and data centers with a fully unified routing and switching portfolio. Come join us and take part in shaping Cisco's ground-breaking solutions by designing, developing and testing some of the most complex ASICs being developed in the industry. Your Impact Responsible for implementing the Hardware Design-for-Test (DFT) features that support ATE, in-system test, debug and diagnostics needs of the designs. Responsible for development of innovative DFT IP in collaboration with the multi-functional teams, and play a key role in full chip design integration with the testability features coordinated in the RTL. Work closely with the design/design-verification and PD teams to enable the integration and validation of the Test logic in all phases of the implementation and post silicon validation flows. Your team will participate in the creation of Innovative Hardware DFT & physical design aspects for new silicon device models, bare die & stacked die, driving re-usable test and debug strategies. The job requires the candidate to have the ability to craft solutions and debug with minimal mentorship. Minimum Qualifications: Bachelor's or a Masters Degree in Electrical or Computer Engineering required with at least 10 years of experience. Knowledge of the latest innovative trends in DFT, test and silicon engineering. Background with Jtag protocols, Scan and BIST architectures, including memory BIST and boundary scan. Background with ATPG and EDA tools like TestMax, Tetramax, Tessent tool sets, PrimeTime Verification skills include, System Verilog Logic Equivalency checking and validating the Test-timing of the design Knowledge of the latest innovative trends in DFT, test and silicon engineering. Experience with Jtag protocols, Scan and BIST architectures, including memory BIST and boundary scan. Prior experience with ATPG and EDA tools like TestMax, Tetramax, Tessent tool sets, PrimeTime Prior experience working with Gate level simulation, debugging with VCS and other simulators. Prior experience with Post-silicon validation and debug experience; Ability to work with ATE patterns, P1687 Prior experience with Scripting skills: Tcl, Python/Perl. Preferred Qualifications: Verilog design experience developing custom DFT logic & IP integration; familiarity with functional verification DFT CAD development Test Architecture, Methodology and Infrastructure Background in Test Static Timing Analysis Past experience with Post silicon validation using DFT patterns.

Meet the Team We are an innovation team on a mission to transform how enterprises harness AI. Operating with the agility of a startup and the focus of an incubator, were building a tight-knit group of AI and infrastructure experts driven by bold ideas and a shared goal: to rethinksystems from the ground up and deliver breakthrough solutions that redefine what's possible faster, leaner, and smarter. We thrive in a fast-paced, experimentation-rich environment where new technologies arent just welcome theyre expected. Here, you'll work side-by-side with seasoned engineers, architects, and thinkers to craft the kind of iconic products that can reshape industries and unlock entirely new models of operation for the enterprise. If you're energized by the challenge of solving hard problems, love working at the edge of what's possible, and want to help shape the future of AI infrastructure we'd love to meet you. Your impact Cisco is seeking a forward-thinking Architect for AI Infrastructure Software to lead the development next-generation AI infrastructure platform. This is a strategic leadership role at the intersection of software engineering and AI systems, where you'll drive the vision, architecture, and execution of high-performance software. Your work will directly impact how enterprises deploy, scale, and optimize AI workloads. As an Architect,you will be responsible for mentoring a high-caliber team, delivering robust control and data plane solutions, and operating them as a SaaS service with a relentless focus on uptime, quality, and customer success. Youll also guide strategic decisions on resource usages in generative AI systems, working cross-functionally to align product direction with infrastructure capabilities. Key Responsibilities Architect and develop a SaaS control plane with a focus on ease of use, scalability, and reliability. Design data models to drive APIs, ensuring best practices for usability and operations. Utilize Kubernetes (K8s) as a platform to build scalable, resilient, and high-availability (HA) architectures. Demonstrate a deep understanding of Nvidia and AMD metric collection and AI-driven analysis. Plan and coordinate engineering work, map tasks to releases, conduct code reviews, and resolve technical challenges to unblock releases. Generate architecture specifications and build proof-of-concept (POC) solutions for clarity when needed. Collaborate with product management to understand customer requirements and build architecturally sound solutions. Work closely with engineers on implementation and track progress to ensure alignment with architectural requirements. Manage technical debt with a strong focus on maintaining product quality. Infuse AI tools into day-to-day engineering practices, including code reviews, early bug detection, and test coverage automation. Required Skills Deep expertise in Golang, Python, C++, eBPF, Kubernetes (K8s), Helm, Kubebuilder, K8S Operator pattern. Hands-on experience with CI/CD pipelines and their impact on release quality. Proven experience building and running SaaS services. Strong design experience with distributed systems and large-scale data collection. Understanding of SLA/SLO principles and managing application scalability. Hands-on experience with the NVIDIA stack and CUDA development. Minimum Qualifications: Demonstrable experience with: Golang development. Leading CI/CD tools and API-first design practices. Kubernetes operations for running SaaS services. AI tools and generative AI applications for engineering. Comprehensive understanding of software release processes, including the use of feature flags to ensure predictability. Proficiency in using agents during coding, review, CI, and CD processes. Bachelors degree or equivalent with 10+ years of engineering experience. Preferred Qualifications: Proven leadership experience in building and guiding SaaS software teams in high-growth, dynamic environments. Masters degree or equivalent.

In this role, you will be responsible for validating the quality and adaptability of our switching platforms through comprehensive system-level testing. Your work will directly impact the stability, scalability, and performance of our networking solutions deployed in real-world customer environments. You are an ideal candidate if you have: 5+ years of experience in software or system quality assurance, with a strong focus on system-level testing of enterprise switches. Hands-on experience crafting and performing solution tests, scale/stress tests, and performance tests that simulate realistic deployment and traffic conditions. Good understanding and practical knowledge of standard Layer 2 and Layer 3 networking protocols, including but not limited to STP, RSTP, MSTP, VLAN, Link Aggregation (LAG), OSPF, BGP, VRRP, DHCP, and multicast, ipv4, ipv6, security features, and other related technologies Proven ability to build and maintain high-quality test plans that ensure end-to-end system validation and uncover edge cases early. Experience in debugging sophisticated system-level issues, analyzing test results, and collaborating closely with development and product teams. Familiarity with Cisco Meraki or other enterprise-class switches, and confidence working in Cloud-based configuration environments. Proficiency in working with Linux systems and using command-line tools for test execution and log analysis. Hands-on experience in configuring and using traffic generators such as IXIA for performance, scale, RFC testing is Preferred. A strong team player approach, with a can-do attitude and a willingness to take ownership and jump in wherever needed. A Bachelors or Masters degree in Computer Science, Electrical Engineering, or a related technical field, or equivalent hands-on experience. Excellent written and verbal communication skills. Bonus points for: Scripting or automation experience using Python or Ruby for test setup, Orchestration, or data analysis. Familiarity with CI/CD pipelines or automated test frameworks. Familiarity with SIFOs and PoE related testing experience Experience with Cisco IOS, Catalyst Switch

Meet the Team The Cloud and AI Infrastructure team is a sales team at the cutting edge, helping customers change their business using Cisco technology in the data centre and on cloud. The team works with customers, partners and team members to take customer problems and turn them into business advantage. Your Impact We are seeking a dynamic Account Executive - AI Infrastructure to join our strategic sales team. As an Account Executive, you will lead sales opportunities, discover new opportunities and work closely with our customers and partners in setting a strategic vision for their business. You will understand our customers specific needs and align our sales priorities to those needs. This role requires a deep understanding of Data Centre technology including AI related Infrastructure and have experience in selling data centre infrastructure in a highly competitive environment. You will develop and execute a business development strategy to deliver strong business growth across the business, you will have amazing relationships with technology leaders in the industry and your customers, and you will champion Cisco as an AI Infrastructure leader. Minimum Qualifications 7+ years of technology-related sales or account management experience with a focus on business development and new technology incubation. Experience growing revenue for new innovative technology-based solutions. Experience in understanding business challenges when deploying data centre infrastructure at scale, including AI Infrastructure. Proven track record of working cross-functionally with Sales, Presales and Marketing to develop and launch new data centre infrastructure offers. Preferred Qualifications Bachelors degree or equivalent experience in Business, Computer Science, Engineering, or a related field; advanced degree is a plus. Excellent verbal and written communication skills. Experience working within technology incubate teams to grow market share at an accelerated rate. Sales Experience associated with deep learning, data science and AI Infrastructure. Sales experience with Data Centre relevant technology, such as storage, network, platform, server, security and cloud.

SDWAN Security (IPsec/IKEv2) - Senior Software Test Development Engineer - IP Routing, SDWAN, Security, VPN technologies, L2/L3 (8 years to 11 years) Meet the Team To collaborate effectively with the Cisco Routing Security Automation and Test team on VPN and SD-WAN solutions, and delve into security protocols like IKEv2 and IPSEC, here are some key insights: VPN and SD-WAN Solutions Cisco Catalyst SD-WAN : This platform offers high-performance connectivity and robust security, optimizing application performance and providing multicloud and SaaS optimization. Integration with Skyhigh Security Service Edge : Enhances network performance and cybersecurity measures, providing flexibility and reliable performance. Security Protocols IKE and IPSEC : These protocols are crucial for secure, authenticated key exchange and establishing Security Associations (SAs). Post Quantum Cryptography Quantum-Safe Solutions : Cisco is actively working on quantum-safe cryptography solutions to safeguard transport security protocols. Quantum Key Distribution (QKD) : Cisco has tested interoperability with several QKD vendors, providing integration with Cisco routers. Your Impact Key Responsibilities Solution Validation : Test/Validate and automate advanced network solutions that integrate seamlessly with a broad spectrum of technologies. Security Protocols : Test and Automate security protocols to safeguard data transmission and network integrity. Quantum-Safe Encryption : Work to validate and automate quantum-safe encryption methods to protect against Harvest Now, Decrypt Later (HNDL) attacks Impact and Growth Industry Leadership: Position yourself at the forefront of network security innovation, contributing to Cisco's leadership in quantum-safe technologies Qualifications Educational Background : 10-15 years of Industry experience. Hands on experience on End-to-End Solution testing in Security SDWAN area. Strong understanding of network security concepts, protocols, and technologies. QA Experience with VPN technologies (e.g., IKev2, IKev1, IPSec, SSL/TLS etc). QA Experience with SD-WAN technologies and solutions. Hands-on experience with network devices, L2/L3 protocols , and traffic generation tools (Ixia, Spirent) Knowledge of next generation network security standards (e.g Post-Quantum Cryptography ) and best practices. Proficient in Python and standard libraries. Experience with automation tools and frameworks (e.g., Selenium, Rest API). Solid understanding of RESTful APIs, web scraping, or automation of web-based systems. Familiarity with version control systems (e.g., Git). Experience with CI/CD tools (e.g., Jenkins, GitHub Actions) is a plus. Working experience with different Key stakeholder for entire software life cycle of the project. Motivated self-starter with good communication, with demonstrated ability to deliver superior products in a cross-functional team environment under aggressive schedules. Soft Skills: Motivated self-starter with strong communication and organizational skills. Proven ability to develop and deliver superior products in cross-functional team settings under tight schedules. Excellent leadership, problem-solving, and communication skills. System Design and Debugging: Experienced in designing, building, and debugging large-scale distributed systems.

Job Title: Senior Data & Analytics Engineer | 8+ years | (Python / R / Java ,SQL / Oracle / MySQL / PostgreSQL , Tableau / Power BI, GIT / SVN ,Snowflake / Hadoop,/ Spark ) Meet the team: Provider Mobility are the engineering team behind Ciscos Control Center Industrial IoT (Internet of Things) product. Control Center has 37 Service Providers, 31 thousand Enterprise customers, and over 275 million end users. The Data and Product Analytics team provide data driven insights or senior leaders, and SLA reporting for Ciscos Service Providers. As a Senior Data & Analyst Engineer you will design, build, and maintain scalable data pipelines and robust analytics frameworks to support Provider Mobilitys business objectives. You will work with a team of data engineers and collaborate with cross-functional teams to ensure seamless integration of data-driven insights into decision-making processes and customer SLA readouts. Your Impact Be responsible for the design, construction and maintenance of scalable data pipelines and data storage architecture to support the generation of business metrics. Collaborate with cross-functional teams to understand metric requirements, identify new data sources and deliver actionable insights. Ensure data architecture performance, data security and compliance with relevant regulations. Be responsible for dashboards, SLA reports, and visualizations to communicate metrics to executives and customers. Mentor and guide data engineers and team members, leading technical discussions and contributing to strategic planning within the data analytics team. Stay up-to-date with industry trends and emerging technologies in data analytics and data engineering. Minimum Qualifications: Bachelors degree in Computer Science, Data Science, Statistics, or a related field. 8+ years of experience in data analysis, data pipeline engineering, or a related role. Strong programming skills in languages such as Python, R, or Java Proficiency in SQL and experience with relational databases (e.g., Oracle, MySQL, PostgreSQL). Experience with data visualization tools (e.g., Tableau, Power BI). Experience with agile software development and version control systems (e.g., Git). Preferred Qualifications: Familiarity with big data technologies (e.g., Snowflake, Hadoop, Spark) is a plus. Excellent problem-solving skills and attention to detail. Strong communication skills and the ability to work collaboratively in a team environment.

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Role: - Trainee Software Developer Role Type: - Apprenticeship Duration: - 12 Months Location: - Noida We are seeking a passionate and detail-oriented Software Development Apprentice to join our engineering team. You will work under the guidance of experienced developers to learn and contribute to the development, testing, and maintenance of software applications. This apprenticeship will provide you with hands-on coding experience, exposure to real-world projects/products, and the opportunity to grow into a full-fledged software developer. RESPONSIBILITIES Assist in the development and testing of software modules and features under supervision. Collaborate with engineering and QA teams to resolve bugs and implement feedback. Participate in code reviews and adhere to coding standards. Write basic scripts, utilities, programs or functions for internal tools or automations. Contribute to documentation of features and technical procedures. Support integration tasks and help with configuration activities. Stay updated with the latest programming trends, tools, and advancements in Artificial Intelligence (AI) relevant to the project/product. Participate actively in daily stand-ups, sprint plannings and other Agile ceremonies. REQUIREMENT Educational Background - Bachelor s degree in computer science, Information Technology, or a related field from a reputed university. Application Knowledge: Familiarity with IT applications. Programming Languages: Basic knowledge of programming concepts and/or any programming language such as C, C#, Java, Python, .Net or SQL. Database Management: Understanding of database systems and SQL queries. Technical Aptitude Strong interest in IT applications and systems. Problem-Solving Skills Ability to analyze problems and find solutions. Communication Skills Good verbal and written communication skills. Team player ability to work well in a team. Demonstrates careful attention to details. Adaptability willingness to learn new technologies. DESIRED BEHAVIORS Technically proficient knows role and has a solid familiarity with tasks and responsibilities. A bias to action a willingness to jump right in with an emphasis on producing results. Highly collaborative an affinity for solving complex problems through dialog with team members. Curiosity always seeking the why s and how s in the interest of continuous learning and the mastery of a craft. Innovation the courage to challenge prevailing assumptions and suggest better ways of doing things to achieve business value. Comfortable with ambiguity can begin to explore and solve complex problems even when the problem and solution are not always well defined. Display ethical character and competence - acts with integrity and intent, is accountable for own actions, behaves per the values. Act as a good citizen of Naviga

SETV HEALTHCARE TECHNOLOGY PRIVATE LIMITED Position: Artificial Intelligence (AI) Intern Location: Hybrid Employment Type: Internship (leading to Part-Time Opportunity) Duration: 3 Months Unpaid; Performance-Based conversions with stipend for part time from 4th Month (₹5,000 – ₹15,000/month) Working Hours: 5 hours/day + 1 hour lunch/dinner break Shift Options: 7:00 PM – 1:00 AM (IST) Company Description: SETV.W , a flagship division of SETV Global , is transforming healthcare through the power of Artificial Intelligence. We develop real-world AI solutions that empower clinicians, enhance diagnostics, and bridge gaps in access and quality of care. We are seeking curious, driven, and technically strong individuals to help build the next generation of medical AI systems. Duties and Responsibilities Research, design, and implement machine learning and deep learning models for image, video, text, and multi-modal healthcare data. Work on real-world healthcare datasets including medical imaging (CT, MRI, ultrasound), tabular clinical data, and electronic health records. Preprocess, clean, and annotate data using tools like NumPy, OpenCV, and Pandas. Train, fine-tune, and evaluate models using TensorFlow, PyTorch, Hugging Face Transformers, or ONNX. To work with LLMs and agents Collaborate with web, DevOps, and UI/UX teams for seamless AI model integration. Build and document modular AI pipelines using tools like MLflow, FastAPI, or Flask. Contribute to performance benchmarking, error analysis, and model explain ability (e.g., Grad-CAM, SHAP, LIME). Conduct literature reviews and propose innovative enhancements to existing models. Support deployment of models in production and edge environments (via TorchScript, TFLite, ONNX, etc.). Maintain version-controlled notebooks and adhere to reproducible ML practices. Requirements Strong understanding of ML/DL algorithms (CNNs, RNNs, Transformers, etc.). Experience with at least one deep learning framework (PyTorch, TensorFlow, or Keras). Solid Python programming skills and hands-on knowledge of data science libraries (NumPy, Pandas, Scikit-learn). Familiarity with real-world datasets and domain challenges in computer vision or NLP. Good grasp of evaluation metrics (Accuracy, F1-score, AUC, IoU, Dice, etc.). Exposure to model deployment, containerization (Docker), or API integration is a plus. Strong problem-solving skills and ability to work independently on research problems. Preferred Skills (Bonus): Experience with healthcare-specific AI tasks (segmentation, detection, classification, triage). Familiarity with DICOM/NIfTI data formats and libraries like MONAI or SimpleITK. Knowledge of Hugging Face, LangChain, or OpenAI API. Understanding of edge deployment strategies (NVIDIA Jetson, Coral, etc.). Research exposure (published papers, blog posts, or GitHub contributions). Qualifications: Education: Currently pursuing or recently completed a Bachelor's or Master’s degree or PHD in Computer Science, Data Science, AI, Biomedical Engineering, or a related field. Portfolio: Strong GitHub profile, Kaggle experience, or AI project portfolio required. Domain Knowledge: Awareness of medical AI standards (HIPAA, FDA guidelines) is an advantage. Selection Process (3 Rounds): Resume Screening – Based on portfolio, skills, and relevance. Technical Interview – Problem-solving, ML concepts, and project discussion. Founding Office Interview(Optional) – Strategic thinking, innovation mindset, and cultural alignment. What We Offer: Real-World Impact: Work on AI models that improve healthcare outcomes. Mentorship: Get guidance from leading experts in AI and medical tech. Career Growth: Opportunity for conversion to a paid part-time role and optional full time opportunities. Flexible Remote Work: Structured hours that support learning and productivity. Recognition: Performance-based incentives and loyalty rewards.

Why would you like to join us? TransOrg Analytics specializes in Data Science, Data Engineering and Generative AI, providing advanced analytics solutions to industry leaders and Fortune 500 companies across India, US, APAC and the Middle East. We leverage data science to streamline, optimize, and accelerate our clients' businesses. Visit at www.transorg.com to know more about us. What do we expect from you? - Analyze & interpret data and communicate results to clients, often with the aid of mathematical/statistical techniques and software. - Data exploration, statistical/ predictive modelling, data analysis and hypothesis testing. Design, development and deployment of Predictive models and frameworks. - Complex statistical concepts are explained in a way that clients can understand and advice on strategy. - Overall data analytics strategy and business development. - Responsible for providing thought leadership and support to the team to develop best in class analytics solutions for clients. - Responsible for managing existing relationships with multiple clients in various industries. - Responsible for working closely with the senior management in developing and implementing strategic plans. Team Development: - Manage a team of data Scientists. Lead team members, including personal development and set work direction. - Lead team members, including personal development and set work direction. - Group development by building expertise in new domains and processes. - Coaching and mentoring team members. - Responsible for productivity, utilization and quality of output of the group. - Development of training modules and imparting training to the group. Project Delivery: - Lead analytics engagements and responsible for delivering the analytics solutions required across multiple clients & projects. - Provide thought leadership in a number of areas, including predictive modeling, customer segmentation, reporting & analysis, data processing and cleansing. - Demonstrate strong functional expertise by providing content leadership on projects. - Hands-on experience in implementing machine-learning algorithms. - Improve existing delivery processes and lead automation where applicable. What are we looking for? - Bachelor's in Computer Science/ Engineering, Statistics, Math or any other relevant degree. - 5-9 years of total experience with at least 3+ yrs. of relevant experience in data science/technical experience. - Experience on multiple modeling techniques -Logistic Regression, Linear Regression, Random Forest, Boosting, Neural Networks etc. - Hands-on experience with Python and SQL is a must. - Experience with data visualization tools like Tableau or Power BI. - Team and client management experience. - Experience of stakeholder management - Experience in working with unstructured data and text analytics. - Must have a passion for data, structured and unstructured. - Should have sound experience in data mining and data analysis. Good presentation skills. -Track record of managing data project delivery including ability to meet deadlines, overcome challenges, manage stakeholder expectations, and produce clear deliverables -Strong problem-solving skills with a keen attention to detail. Ability to think critically and provide data-backed insights. - Excellent communication skills, both verbal and written. -Understanding of Cloud Platforms (e.g. Azure / AWS/GCP) and ability to use them for developing, training and testing deep learning models ( good to have) -Familiarity with cloud-based data warehousing platforms (snowflake) ( good to have)