Machine Learning Engineer II
IndiaFull-time5–7 yrsPosted 1 week ago
Senior data science role at Siemens. Needs 5–7 years and a B.Tech or B.E..
About the role
We’re looking for a Senior Machine Learning Engineer to lead LLM‑powered application development—from prototype to production—on AWS. You’ll design robust ML/LLM services that power search, recommendations, copilots, and workflow automation in Brightly’s platform, partnering closely with product, data, and engineering teams.
What you'll do
- Build LLM applications: Design and implement RAG pipelines, prompt orchestration, tools/agents, safety/guardrails, and evaluation harnesses; instrument for latency
- (Guided by current LLM engineer role practices.)
- Own the ML lifecycle: Data curation, feature engineering, training/fine‑tuning (LoRA/QLoRA), A/B testing, deployment, monitoring
- (Duties aligned to modern AWS ML roles.)
- Scale training & inference: Use distributed training (FSDP/DeepSpeed), quantization, caching, vector databases, and GPU/Inferentia for performance and efficiency
What you need
- Machine learning
- Python
- LLMs
- AWS
- MLOps
- ETL
Good to have
- Prompt engineering
- NLP
- PyTorch
- Spark
- CI/CD
- DynamoDB