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Machine Learning Engineer
4 months ago
Machine Learning Engineer :
Job location : Bangalore
Experience : 5-9 Years
Job Description :
Title : Machine Learning Engineer LLM and GenAI Products-
- You have a degree in Information Technology, Computer Science, Artificial Intelligence or similar fields
- Minimum 5 years of experience in design, development, and production-grade deployment of AI, ML, and/or NLP applications focussing on unstructured data or multi-modal data
- Experience with cloud-native AI services offered by AWS (preferred) and/or Azure.
- Experience with LLM application development frameworks such as Langchain, LlamaIndex, Haystack, or Semantic Kernel is highly desired
- Experience with good API design practices, containerization, microservices, and deployment with container orchestration services such as AWS ECS or Kubernetes is a must.
- Experience with version control (git), automated testing, continuous integration, and deployment
- Experience with open-source or proprietary vector databases such as FAISS, Quadrant, or Pinecone is important.
- Experience with cloud-based fully-managed semantic search engines such as Azure Cognitive Search and/or AWS Kendra is a plus.
- Experience with MLOps or FMOps frameworks and hands-on experience with deployment and life cycle management of AI/ML/NLP models is ideal.
- Experience with advanced prompt engineering techniques e.g., ReAct, Chain-of-Thought, etc is a plus
- Experience with popular libraries for Transformers such as HuggingFace, SparkNLP and the ability to fine-tune models leveraging adapter-based techniques is a plus
- You are able to work cross-functionally
- You are proficient in English
(ref:hirist.tech)