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Senior Machine Learning Engineer
2 weeks ago
Title: Senior Machine Learning Engineer
Experience: 10+ years
Location: Bangalore
Notice period: Immediate to 30 Days Max
Minimum years of experience with software development and testing in Python including object-oriented software engineering and building custom Python packages/librariesExperience using containers, designing, setting-up and managing git repos, CI/CD, and synchronized ml artifact versioning4 years of experience with NLP and/or machine learningExcellent English communication skills and experience working on teamsPreferred qualifications:
- 2 years of experience working with data engineering and data governance teams
- 2 years managing teams doing data work (data science, data engineering, ml engineering, ml ops, etc.)
- Experience architecting and setting-up cloud-native infrastructure for machine learning and NLP
- Work with cross-functional teams across Voya to help guide the design and implementation of necessary ML Ops infrastructure in Azure Cloud and Databricks
- Collaborate with and mentor software and data engineers on the team
- Establish and improve existing protocols and processes to ensure quality and rapid, iterative deployment of software, models and data as a service
- Refactor and package Python software as a service for popular, broadly used NLP and ML solutions
- Help data scientists version, test, document and deploy models as a service
- Develop a process for delivering NLP feature stores/data as a service for downstream data-driven applications
- Implement and orchestrate version control across all pipeline artifacts
- Design and use containers to manage Python package dependencies and maintain environmental stability
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