11 - 15 years

22 - 25 Lacs

Posted:15 hours ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

  • 11-14 years of experience in data engineering and ML engineering
  • 7-8 years as a data engineer before transitioning to ML engineering roles, feature engineering, feature stores
  • Experience with SQL, NoSQL, graph databases, Oracle/Snowflake/Cloudera, Vector DBs, RAG architecture, prompt tuning
  • Experience with at least one cloud platform. Strongly preferred: AWS, Sagemaker, Bedrock, AWS Glue, EMR, Lambda, IAM, Athena, Redshift, Kakfa
  • Experience creating, monitoring and fixing model pipelines/data pipelines for data at Rest, batch, streaming, event trigger and making architecture recommendations for all these scenarios
  • Performance tuning, parallelization, in-memory vs disk processing, inference pipeline design
  • Awareness of data quality, data governance and architecting for data privacy (PII)
  • Code modularization, containerization,
  • Strong stakeholder management skills and team management experience (expected to manage a team of around 20-25 people)
  • Awareness of Agile and program management practices
  • Familiarity with ML concepts, AI DLC (Dev life cycle),

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