ML Engineer
Job Location:
Monthly Salary:
Posted on:
10 hours ago
Posted on:
Vacancies:
1 Vacancy
Vacancies:
Job Summary
Job Title: Machine Learning Engineer
Qualification: B.E/ M.E/
Experience: 5 to 8 Years as ML Engineer or Data Engineer
Location: Chennai
About the Role:
You will be responsible for setting up and maintaining the RAG backend infrastructure ensuring data security and compliance and integrating multiple data sources into a unified knowledge system. Over time you will transition into broader engineering tasks supporting the work of the engineering functions.
Key Responsibilities:
- Design implement and maintain scalable data ingestion pipelines for unstructured and structured content.
- Build and manage vector database infrastructure (e.g. Pinecone Milvus) for document indexing and retrieval.
- Develop and enforce fine-grained access control mechanisms to ensure secure and compliant knowledge access.
- Collaborate with domain experts to source curate and structure knowledge for RAG workflows.
- Integrate document chunking embedding generation and metadata tagging into the pipeline.
- Monitor and optimise retrieval performance latency and quality across the RAG stack.
- Implement observability logging and evaluation metrics for pipeline health and retrieval quality.
- Work with IT teams to deploy and maintain services in a self-hosted environment.
Job requirements:
- Bachelors or Masters degree in computer science Data Engineering or a related field.
- 5-8 years of experience in ML Engineering Data Engineering or MLOps.
- Proficiency in Python and experience with data manipulation analysis and visualisation libraries (e.g. Pandas NumPy Matplotlib Seaborn etc.)
- Hands-on experience with vector databases and embedding techniques data pipelines
