Axtria - Ingenious Insights•7 days ago
Project Leader
Recruiter Fit Breakdown & Candid Summary
1
This role suits an experienced machine learning engineer or project leader with deep technical expertise in LLMs, RAG pipelines, and MLOps. The ideal candidate will own model development from pro
2
The position requires a strong foundation in deep learning, classical ML, and practical experience with Hugging Face and cloud services like Amazon Bedrock.
3
Standard role matching posting requirements.
Role Responsibilities
- 1Own LLM features end to end, covering prompts, retrieval, tool use, and APIs.
- 2Build and tune models using classical ML, deep learning, and neural networks.
- 3Deploy and run models on AWS (including Amazon Bedrock) and Azure.
- 4Set up MLOps for training, versioning, deployment, monitoring, and rollback.
- 5Build RAG pipelines including chunking, embeddings, retrieval, and grounding.
- 6Debug latency, cost, hallucination, and data issues in production while writing clean Python services.
Skills Matrix
Must-Have Skills
Deep Learning(DL)
Python
AWS(Amazon Web Services)
Azure(Microsoft Azure)
Nice-to-Have Skills
Hugging Face
MLOps
RAG(Retrieval-Augmented Generation)
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