Machine Learning Engineer

2 weeks ago


Bangalore, Karnataka, India Heron Strategic Consulting Pvt. Ltd. Full time

We are hiring for Machine Learning Engineer with good experience in writing code and deploying machine learning products

Job description:

- 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)

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