The client is looking at hiring a AI Engineer for their team at Bangalore.
Minimum Experience : 3+ Years
Mandatory Skills:
- Machine Learning & Deep Learning
- MLOps & Model Deployment
- Generative AI, LLMs, RAG, Agentic Systems
- Solution Design & Business Problem Solving
Preferred Skills:
- Technical Mentorship & Stakeholder Collaboration
Role Summary :
- Advanced Python (production-grade, optimized code)
- Software design patterns & clean architecture
- Data structures & algorithms
- Git, code review, CI/CD pipelines
- APIs & microservices (FastAPI, Flask)
- Deep understanding of ML algorithms & trade-offs
- Advanced model evaluation & error analysis
- Advanced SQL, Feature stores & data versioning
- Deep learning architectures (CNNs, RNNs, Transformers)
- Model optimization (quantization, pruning, distillation)
- LLM fine-tuning & customization (LoRA, PEFT)
- Advanced RAG architectures & vector databases
- Prompt engineering & orchestration (LangChain, LlamaIndex)
- Embeddings & semantic search
- LLM evaluation & guardrails
- MLOps platforms (MLflow, Kubeflow, SageMaker/Vertex AI)
- Model monitoring, drift detection & retraining
- Cloud platforms (AWS, Azure, GCP)