Senior ML Engineer

5 - 9 years

0 Lacs

Posted:3 weeks ago| Platform: Shine logo

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On-site

Job Type

Full Time

Job Description

You are an experienced Senior Machine Learning Engineer looking to leverage your expertise in building and deploying ML model pipelines at scale. As part of Salesforce's Marketing AI/ML Algorithms and Applications team, you will play a crucial role in developing high-impact ML solutions that enhance marketing effectiveness and deliver customer value. In this role, you will collaborate closely with Data Science, Data Engineering, Product, and Marketing teams to design, implement, and operate end-to-end ML solutions at scale. Your responsibilities will include designing and developing scalable ML platforms and pipelines, implementing MLOps best practices for model serving and lifecycle management, optimizing ML workflows for scale and performance, and collaborating with cross-functional teams to create ML-driven decision-making data products. You will also evaluate and adopt emerging ML technologies, lead the design and deployment of ML model pipelines, implement infrastructure-as-code and automation for efficient ML operations, support the rollout of ML features, define and implement ML governance policies, and contribute to scaling operations by developing automation scripts and reusable libraries. To excel in this role, you should have 5+ years of experience in building and deploying ML model pipelines at scale, expert-level knowledge of containerization, orchestration, and workflow management technologies, advanced Python skills, extensive experience with cloud-based ML platforms, a proven track record in implementing MLOps best practices, proficiency in ML frameworks and MLOps tools, strong problem-solving skills, and experience contributing to ML projects that deliver measurable business value in marketing or customer analytics. This position offers you an exciting opportunity to apply your machine learning engineering expertise to drive data and AI-driven innovation for Salesforce, the world's #1 CRM provider. By working closely with the Data Science team, you will unlock transformative value for Salesforce's global customer base through AI/ML-driven marketing initiatives. Join us in shaping the future of customer engagement powered by AI and be a part of our mission to empower companies to do well and do good.,

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