534 Correlation Jobs - Page 22

Security Operations Centre (SOC) - Lead Location: Pune(Aundh/Baner),India (On-site, In-House SOC)Department: Security Operations CenterExperience: 4–6 YearsWork Type: Full-time| Hybrid Model | 24x7 Rotational Shifts Role Overview:We are looking for an experienced and technically strong SOC Lead / Senior Engineer who will own and manage the core administration, tuning, detection engineering, and incident response infrastructure within the Security Operations Center. This is a hands-on technical role for someone who thrives in a high-paced, cloud-first environment and has expertise in SIEM (QRadar), XDR (CrowdStrike), DLP (Netskope), Deception (Canary), TIP/SOAR, and AWS Security. Key Responsibilities:Monitor, investigate, and close security incidents using QRadar SIEM, with deep expertise in offense triage and management.Administer and fine-tune configurations across multiple security platforms including QRadar, CrowdStrike XDR, Netskope DLP, Canary, Sysdig/Falco, and G-Suite Security to ensure optimal performance.Architect and deploy new SIEM content such as correlation rules, filters, dashboards, active lists, reports, and trends based on threat intelligence and business needs.Lead use case design and development for new detections based on the evolving threat landscape and attack techniques (MITRE ATT&CK alignment).Own the log onboarding lifecycle, including parsing, normalization, and enrichment for diverse AWS services and third-party SaaS platforms.Manage SLAs for incident detection, escalation, and resolution; ensure robust reporting and analytics for SOC operations.Conduct advanced threat hunting, packet-level analysis, and proactive detection activities using telemetry and behavioral analytics.Integrate and manage SOAR and TIP tools to drive automation and enrichment in incident response workflows.Lead vulnerability assessments and penetration testing activities in collaboration with infrastructure and DevSecOps teams.Develop and test incident response plans (IRPs) and playbooks for high-impact scenarios like ransomware, insider threats, and data exfiltration.Stay abreast of the latest threats, vulnerabilities, and exploits; conduct periodic threat briefings and internal knowledge transfers.Maintain detailed documentation of configurations, security procedures, SOPs, incident reports, and audit logs.Mentor junior SOC analysts and provide technical guidance during critical incidents and escalations.Creation of reports, dashboards, metrics for SOC operations and presentation to Sr. Management.Experience in Designing and deploying use cases for SIEM and other security devices.Continuously monitor security alerts and events to identify potential security incidents or threats. Follow standard operating procedures (SOPs), incident response runbooks, and recommend improvements where necessary.Understanding of network protocols (TCP/IP stack, SSL/TLS, IPSEC SMTP/IMAP, FTP, HTTP, etc.).Hands-on experience in security monitoring, Incident Response (IR), security tools configuration, and security remediation.Understanding of Operating System, Web Server, database, and Security devices (firewall/NIDS/NIPS) logs and log formats.Ensure all actions are compliant with internal policies, security standards, and regulatory requirements.Required Skills & Experience:Minimum 4 years of experience in SOC operations, including administrative expertise in SIEM platforms (preferably QRadar).Strong hands-on knowledge of SIEM tuning, content development, threat detection, and incident handling.Expertise in 3 or more of the following: SIEM (QRadar), XDR (CrowdStrike), SOAR/TIP Platforms, DLP (Netskope), Cloud Security (AWS), Deception Technology (Canary)Experience with network traffic analysis, packet capture tools, and deep dive investigations.Strong analytical, problem-solving, and decision-making skills.Familiarity with security frameworks such as MITRE ATT&CK, NIST, and CIS Controls.Preferred Qualifications:Professional certifications such as GCIA, GCED, GCIH, CEH, CCSP, AWS Security Specialty, or QRadar Certified Specialist.Prior experience in managing an in-house 24x7 SOC or leading shift teams.What We Offer:Work on a modern cloud-native security stack in a dynamic FinTech environment.Opportunity to lead security engineering and detection strategy for critical financial platforms.Be part of a tight-knit, expert-level team with a strong learning and innovation culture.Competitive salary, performance-based incentives, and growth opportunities.

Position: Application Engineer(Separation Technologies)Location: Pune/Ahmedabad JOB SUMMARYThe Application Engineer must be able to understand the customer's needs and quickly demonstrate how the proposed solutions can be used.The figure will also be the person of reference and connection between the Sales Office and the Technical Office and will have the objective of preparing the necessary documentation, also through improvements of internal processes and procedures to the Technical Office for any product development or customization of the same.In his role, the application engineer will interface with SPX customers with increasing autonomy and, if requested, will visit their offices. In addition, once you have reached the necessary knowledge of PRINCIPAL DUTIES AND RESPONSIBILITIES Collaborates with the Technical Department, the Sales Department and with the production tounderstand the manufacturing techniques of the products, the materials to be used and the current requests of our customers to formulate quotes or after-sales assistance interventions Assists customers by responding to requests for quotations, presenting detailed analyses of product costs, production planning, tooling costs, and any design and process improvements, where applicable, to meet all customer needs. Studies and understands clients' projects, plans and related documents. Provides advice with the support of the Technical Office or with the involvement of other personnel with professional technical skills. Guarantees continuous updating to the customer, aimed at increasing customer satisfaction. Resolves customer complaints and warranty issues. Handle any quality issues that arise in the field in a way that is fair to both the customer and the company. Work with the in-house sales and after-sales team to ensure support in the creation of marketing collateralKNOWLEDGE, SKILLS & ABILITIES Focus on both internal and external customers. Computer knowledge, including the use of the Galileo ERP software. Excellent knowledge of English (written and spoken). Excellent analytical and problem-solving skills. Ability to read and understand projects. Ability to collaborate with the various company departments. Ability to apply mathematical operations to topics such as frequency distribution Determination of test reliability and validity Variation analysis, correlation techniques, sampling theory, and factor analysis. Collecting data, establishing facts, and drawing valid conclusions. KEY REQUIREMENTS Experience: Hands-on experience in centrifuge applications within the Food & Beverage (F&B) and Sanitary industries is a must. Skills: Strong technical understanding of separation processes, excellent communication, andpresentation skills. Travel: Willingness to travel 15-20% across India and occasionally in SAPAC. EDUCATION AND EXPERIENCEBachelor’s degree in engineering (Mechanical, Chemical, or related fields) Good level of English 5 – 10 years of relevant experience  Good knowledge in dispersion (centrifuges + homogenizers + mixing technologies). Ability to work independently in a hybrid work environment.

Description The DCI Operations team engages in requirement collection, planning, feasibility analysis, testing, mapping, auditing, analyzing, and reporting to Digital Acceleration (DA) business and program management functions. We enhance services by manually constructing mappings between Amazon products and other databases/web pages, such as online repositories, competitors' websites, social media, etc., until the process is automated, and we provide audit support to ensure accuracy after automation. We provide Digital Businesses with a variety of efficient, dependable, and adaptable services, such as new competitor identification and certification for price/selection monitoring, Marketplace analysis, Lowest Price recommendation, Widest Selection opportunity, Contractual audits, Product Correlation, and Data extraction. Key job responsibilities The Associate must use their Computer skills and Language expertise to follow pre-defined Standard-Operating-Procedures (SOP) with accuracy in processing. They must deliver results that meet or exceed expectations and should perform root cause analysis on errors and recommend process improvements to drive efficiency. They should be a team player and be willing to share his/her knowledge. The Associate should generate ad-hoc operational reports, carry out tactical communication to the stakeholders and ensure on-time resolution of tickets. Key Performance Areas Gain a thorough understanding of the business and operational area. Identify, analyze, and resolve repetitive issues. Ensure all process documents are managed and updated. Knowledge & Skills/Business-Acumen/Education & Experience Comfortable in a fast-paced, multi-tasked, high-energy environment. Creative and analytical problem-solver with a passion for operational excellence. A bachelor’s degree or higher is required. Excellent verbal and written communication-skills in English with the ability-to-handle external and internal customers. Flexible work schedule (Weekend Shifts, Late Evening Shifts etc.) Proficiency in computer applications. Provide reports and data as requested and support the Team Lead on escalations. Provide inputs to training and help in shaping training content. Basic Qualifications A bachelor’s degree or higher is required Working knowledge of computers (Basic MS Office related skills) Basic Analytical and Logical Reasoning Skills. Preferred Qualifications In addition to the Basic qualifications, below are other preferred qualifications: Working knowledge of MS Excel and Macros. Our inclusive culture empowers Amazonians to deliver the best results for our customers. If you have a disability and need a workplace accommodation or adjustment during the application and hiring process, including support for the interview or onboarding process, please visit https://amazon.jobs/content/en/how-we-hire/accommodations for more information. If the country/region you’re applying in isn’t listed, please contact your Recruiting Partner. Company - ADCI MAA 15 SEZ Job ID: A2959175

About Us Ensono is an expert technology adviser and managed service provider. As a relentless ally, we accelerate clients’ digital transformation to achieve business outcomes that stand to last. Our dedicated team helps organizations optimize today’s systems across any hybrid environment with services such as consulting, mainframe and application modernization, public cloud migration and cloud-native development. With certified experts in AWS, Azure and Google Cloud and recognized as Microsoft Datacenter Transformation Partner of the Year, Ensono has over 3500+ associates globally and is headquartered in greater Chicago. We care about your success, offering comprehensive strategic and managed services for mission-critical applications. Our Advisory and Consulting services can help upfront with an application strategy or find the right places for your applications – whether it’s public, multi or hybrid cloud, or mainframe. And because we span across all mission-critical platforms, we can meet you wherever you are in your digital transformation journey, with 24/7 support when you need it. We are your relentless ally, flexing with you when challenges emerge so you don’t feel stuck in place. With cross-platform certifications and decades of experience, our technology experts have become an extension of your team so you’re continuously innovating – doing more with less while remaining secure. And that’s just the beginning. About Role: We are seeking an experienced Observability SME with deep expertise in observability architectures and leading monitoring platforms. This role will be responsible for designing, implementing, and optimizing end-to-end observability solutions for applications, infrastructure, and networks. The ideal candidate should have extensive hands-on experience with BMC TrueSight and Helix, VROPS, and Entuity, ensuring seamless monitoring, alerting, and analytics to enhance IT operations and service reliability. Reporting to the Sustain Engineering, Observability Manager, you will be part of the Observability Operations team, supporting mission-critical infrastructure for Ensono’s strategic clients. Using your proven communication, analytical, and problem-solving skills, you will help identify, communicate, and resolve issues to optimize our IT infrastructure using various monitoring tools. The Observability team is responsible for maintaining and enhancing the service we deliver to our clients by effectively: Managing all tickets logged into the Monitoring queue Managing client/Internal communication on all assigned tickets Conducting proactive and reactive incident and event management Reducing the number of repeat issues through root cause analysis Working with internal departments to mitigate Monitoring related issue and resolve incidents/Requests/Change/Problem tickets. Key Responsibilities Observability Strategy & Architecture: Design and implement comprehensive observability solutions to monitor applications, infrastructure, and networkperformance.Monitoring Tool Implementation & Optimization: Deploy and fine-tune monitoring solutions such as BMC TrueSight and Helix, VROPS, and EntuityLog Management & Analysis: Establish centralized logging, log parsing, and correlation for improved event detection and troubleshooting.Metrics & Performance Monitoring: Define KPIs, dashboards, and alerts for proactive IT service monitoring.Incident Management & Root Cause Analysis: Collaborate with IT operations, DevOps, and SRE teams to diagnose and resolve performance issues.Automation & Integration: Integrate monitoring tools with ITSM platforms such as ServiceNow, AIOps solutions, and automation frameworks for enhanced efficiency.Capacity Planning & Optimization: Analyze historical trends and real-time data to optimize resource allocation and performance.Stakeholder Collaboration: Work closely with client stakeholders, network engineers, system administrators, and business units to ensure observability best practices are followed.Continuous Improvement: Stay updated on emerging observability technologies and recommend improvements to existing processes and tools Adherence to ITIL processes Qualification and Experience: Expertise in Observability & Monitoring Platforms: 8+ Years Hands-on experience with BMC TrueSight, VROPS, Entuity and similar platforms.Knowledge ofInfrastructure & Application Monitoring: Experience monitoring cloud, on-premises, and hybrid environments.Automation & Scripting: Proficiency in scripting languages such as Python, PowerShell, or Bash for automation.Cloud & DevOps Understanding: Experience with cloud platforms (AWS, Azure, GCP) and CI/CD pipelines.Networking & Security Awareness: Knowledge of network monitoring, SNMP, and security monitoring practices.Excellent Communication & Documentation Skills: Ability to present findings, create technical documentation, and train teams on observability best practices.Technical Acumen: An understanding of Infrastructure technologies including Linux, Microsoft Windows Server, Storage/Backup and Networking. TCP, UDP, PING, SNMP, WMI.Knowledge of the ITIL framework desirable (Incident, Request, Change and Problems)

Key Responsibilities: A day in the life of an Infoscion As a Senior Site Reliability Engineer you will play a critical role in supporting application developers by providing expert guidance on Application and infrastructure best practices from reliability perspective Improve reliability quality and time to market of our suite of products applications Define suitable metrics for system with SLO SLI and setup observability mechanism to track it Define error budget as per the SLO Define strategy and setup up High Availability and Load Balancer based architecture Drive a metrics driven culture and software delivery process using data to measure overall system quality and reliability Balance feature development speed and reliability with well defined service level objectives Provide primary operational support and engineering for products applications Partner with solution architect and development teams to improve services reliability Participate in system design Participate in optimizing code automating operational tasks and toil reduction Provide solutions for performance management monitoring and observability Work with business users to understand issues develop root cause analysis and work with the development team for enhancements fixes Working on distributed traces to visualize the entire workflow and analyze the cause of problems incidents Improve security and performance of applications Define evangelize and maintain SRE best practices Solutionize and implement DevSecOps best practices Improve automation including system s self healing capability Manage and participate in on call incidents if required Priority Incident If you think you fit right in to help our clients navigate their next in their digital transformation journey this is the place for you Technical Requirements: Must have at least 5 years of SRE experience in large programs with focus on release engineering observability tasks and reliability Reliability practices Chaos engineering Strong experience on one or more Observability tools like New Relic AppDynamics Prometheus Dynatrace DataDog Splunk Experience in event correlation using observability or other tools like BigPanda Experience in Observability Dashboard creation custom metrics Synthetic Monitoring and Real User Monitoring RUM Good experience in scripting or development languages including expertise in Python Ruby JSON Java and Node JS PHP anyone Experience with scripting in PowerShell M and Bash Shell Perl anyone Strong knowledge of application design and architecture including microservices architecture Experience in CICD tooling and best practices Experience of Cloud platforms such as AWS Azure and Google Additional Responsibilities: AIOps and related tools Experience in container orchestration and practices including Kubernetes Docker Swarm Experience in infrastructure automation tools like Terraform Cloud Formation Ansible and Puppet Any one Knowledge on SQL NoSQL Oracle Couchbase Experience working on ITSM tools like Remedy ServiceNow Confluence Jira Experience with Cloud cost optimization FinOps Preferred Skills: Foundational->Configuration Management->Configuration Management->Ansible,Technology->Infra_ToolAdministration-Others->Splunk Admin,Technology->Infra_ToolAdministration-PerformanceManagement->AppDynamics,Technology->Infra_ToolAdministration-PerformanceManagement->Dynatrace

Note: By applying to this position you will have an opportunity to share your preferred working location from the following: Bengaluru, Karnataka, India; Hyderabad, Telangana, India.Minimum qualifications: Bachelor's degree in Statistics, Mathematics, Data Science, Engineering, Physics, Economics, or a related quantitative field.5 years of work experience with analysis applications (e.g., extracting insights, performing statistical analysis, or solving business problems), and coding (e.g., Python, R, SQL) or 2 years of work experience with an advanced degree. Preferred qualifications: Master's degree in Statistics, Mathematics, Data Science, Engineering, Physics, Economics, or a related quantitative field. About The Job Help serve Google's worldwide user base of more than a billion people. Data Scientists provide quantitative support, market understanding and a strategic perspective to our partners throughout the organization. As a data-loving member of the team, you serve as an analytics expert for your partners, using numbers to help them make better decisions. You will weave stories with meaningful insight from data. You'll make critical recommendations for your fellow Googlers in Engineering and Product Management. You relish tallying up the numbers one minute and communicating your findings to a team leader the next. We are the Devices Insights and Analytics team and are part of the Platform and Devices Product Area. Our mission is to be a true insights and analytical source of competitive advantage to our product area. We inspire and deliver transformational action for our products and business with the customer at the center. We drive customer centricity by aligning business and customer needs. Responsibilities Arrange high-level business questions into data-focused investigative hypothesis. Write queries and perform analysis to answer business questions (e.g., SQL, R, Python).Develop and automate reports, iteratively build dashboards to provide insights at scale, solving for business priorities.Apply Large Language and other Machine Learning models to analyze structured and unstructured data (e.g., for Natural Language Processing).Generate insights from user sentiment and behavior to recommend product improvements and strategy. Protect team against overreaching statistical conclusions (e.g., sampling, correlation/causation).Deliver effective presentations of findings and recommendations to multiple levels of stakeholders, creating visual displays of quantitative information. Manage stakeholders, solicit ideas, prioritize, and manage expectations. Google is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. See also Google's EEO Policy and EEO is the Law. If you have a disability or special need that requires accommodation, please let us know by completing our Accommodations for Applicants form .

Career Area: Engineering Job Description: Your Work Shapes the World at Caterpillar Inc. When you join Caterpillar, you're joining a global team who cares not just about the work we do – but also about each other. We are the makers, problem solvers, and future world builders who are creating stronger, more sustainable communities. We don't just talk about progress and innovation here – we make it happen, with our customers, where we work and live. Together, we are building a better world, so we can all enjoy living in it. Role Definition Solve challenging engineering problems involving products, systems, and components using advanced simulation techniques and analysis. Responsibilities Collaborate with customers and leadership to scope and execute projects that meet the needs of the business. Experience as an individual contributor in performing complex validation projects/programs, technical coaching/mentoring other team members Degree Requirement Degree required Post Graduate / Ph. D degree from a reputed institution, in an accredited Engineering curriculum (Mechanical/Design/Automobile/Aerospace) and 2 + years of industry experience. Skill Descriptors Technical Excellence: Knowledge of a given technology and various application methods; ability to develop and provide solutions to significant technical challenges. Level Basic Understanding: Structural durability of Machine Systems/Sub-Systems (Test Correlation, Vibration, Fatigue, Stress)Expert in OMSA test correlation/ validations using full vehicle application load profiles, Shaker-table correlationsSound understanding of principles of vibrations, strength of materials, Bolt/Weld Fatigue Problem Solving: Knowledge of approaches, tools, techniques for recognizing, anticipating, and resolving organizational, operational or process problems; ability to apply knowledge of problem solving appropriately to diverse situations. Level Working Knowledge: Demonstrated excellent judgement and decision-making abilityDemonstrated ability to independently solve problemsExcellent analytical skills and the ability to perform complex task Computer-Aided Design & Engineering: Knowledge of tools and techniques of specialized graphics programs; ability to produce, analyze, simulate and test product design drafts. Level Working Knowledge: Expertise in using FEA tools like Nastran/Abaqus/FE-Safe etc for solving complex non-linear FEA, Multiphysics simulations related to structural fatigue. Effective Communications: Understanding of effective communication concepts, tools and techniques; ability to effectively transmit, receive, and accurately interpret ideas, information, and needs through the application of appropriate communication behaviors. Level Working Knowledge: Must have ability to communicate technical information effectively with team members and others in the work groupExcellent Teamwork and collaboration skills Posting Dates: May 9, 2025 - May 20, 2025 Caterpillar is an Equal Opportunity Employer (EEO). Not ready to apply? Join our Talent Community.

Job Title: Advanced Scientist - Coating Additives Summary: Coating additives scientist will work closely with a cross-functional team to develop new silicone/silane-based additives or resins for the global architectural coatings or construction chemicals market. He/she will work on solving complex problems by using iterative product development cycle by developing sound technical hypothesis based on structure-property correlation, designing potential solutions, validating in target applications and further optimization until ready for scale-up and launch. Responsibilities Include: Leverage 2-3 years of experience in R&D role, preferably coatings area, to develop new additives for our customers/formulators. Develop technologies using innovative chemistries based on Silicone/Silane or hybrid materials with differentiated value proposition for the coatings market. Responsible for testing performance in intended applications and understand structure-property relationship to optimize products. Effectively manage multiple projects ensuring clear alignment of goals, objectives and deliverables with the needs of the business and the marketplace. Work effectively with a cross-functional team including Technology, Marketing, Sales, Manufacturing, etc. Qualifications: The following are required for the role Masters or Ph. D. degree in chemistry or chemical engineering. 2-5 years of industrial experience in architectural coatings and/or construction chemicals. Team player with good interpersonal skills. Ability to learn relevant skills quickly and constantly improve. Have passion, enthusiasm, and positive attitude. What We Offer: At Momentive, we value your well-being and offer competitive total rewards and development programs. Our inclusive culture fosters a strong sense of belonging and provides diverse career opportunities to help you unleash your full potential. Together, through innovative problem-solving and collaboration, we strive to create sustainable solutions that make a meaningful impact. Join our Momentive team to open a bright future. #BePartoftheSolution About Us: Momentive is a premier global advanced materials company with a cutting-edge focus on silicones and specialty products. We deliver solutions designed to help propel our customer’s products forward—products that have a profound impact on all aspects of life, around the clock and from living rooms to outer space. With every innovation, Momentive creates a more sustainable future. Our vast product portfolio is made up of advanced silicones and specialty solutions that play an essential role in driving performance across a multitude of industries, including agriculture, automotive, aerospace, electronics, energy, healthcare, personal care, consumer products, building and construction, and more. Momentive believes a diverse workforce empowers our people, strengthens our business, and contributes to a sustainable world. We are proud to be an equal opportunity employer. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, status as a protected veteran, or any characteristic protected by law. To be considered for this position candidates are required to submit an application for employment and be of legal working age as defined by local law. An offer may be conditioned upon the successful completion of pre-employment conditions, as applicable, and subject to applicable laws and regulations. Note to third parties: Momentive is not seeking or accepting any unsolicited assistance from search and selection firms or employment agencies at this time.

Job requisition ID :: 77258 Date: May 5, 2025 Location: Delhi Designation: Assistant Manager Entity: Job Summary: The SIEM QRadar Engineer is responsible for deploying, configuring, and managing IBM QRadar SIEM solutions to monitor, analyze, and respond to security events and incidents across the enterprise. This role requires a strong understanding of cybersecurity principles, event management, and log analysis to provide real-time monitoring, threat detection, and incident investigation. Key Responsibilities: 1. QRadar Platform Configuration & Administration: Implement and configure IBM QRadar SIEM, including the integration of log sources (firewalls, servers, IDS/IPS, etc.). Administer and maintain QRadar appliances, including updating, patching, and tuning for performance. Ensure the proper setup of security event collection, parsing, normalization, and storage. 2. Security Monitoring & Incident Response: Monitor QRadar dashboards and alerts for security incidents and potential threats. Investigate and triage security incidents, escalating as necessary, and providing detailed reports for remediation. Create and fine-tune custom rules, offenses, and alerts to improve threat detection accuracy. 3. Log Source Management: Configure and manage log source integrations, including forwarders, collectors, and data processing. Work with teams across the organization to identify and collect relevant logs for security monitoring. 4. Correlation Rules and Customization: Develop, maintain, and optimize correlation rules to detect suspicious activities. Work with security analysts to develop custom use cases and refine QRadar correlation capabilities. 5. Threat Intelligence and Data Integration: Integrate threat intelligence feeds into QRadar for enhanced detection of external threats. Leverage external data sources and QRadar’s built-in capabilities to identify emerging threat patterns. 6. Reporting and Documentation: Generate reports for management, compliance audits, and regulatory requirements. Document configurations, rules, processes, and troubleshooting steps for knowledge sharing and incident response procedures. 7. Collaboration & Support: Work closely with IT and cybersecurity teams to integrate new systems and optimize SIEM operations. Assist in the development of incident response playbooks and provide expertise during security incidents. Required Skills & Qualifications: Experience: Minimum of 3-5 years of experience in SIEM engineering security (preferably IBM QRadar). Experience in incident response, threat hunting, and using security monitoring tools. Technical Skills: Strong understanding of SIEM concepts and security event management. In-depth knowledge of the QRadar platform (administration, configuration, and optimization). Familiarity with network security protocols, firewalls, IDS/IPS systems, and security appliances. Experience with Linux/Unix operating systems and basic scripting (Python, Bash, etc.) for automation or customization. Certifications : IBM QRadar certification.