IN-Manager_ AI/ML Engineer __ Data & Analytics _ Advisory _Bangalore
INR 4000K-5000K (estimate) Senior-level Full Time
Tasks
- Build LLM applications and agents
- Build RAG systems
- Build microservices
- Deploy and orchestrate containers with Kubernetes
- Design and optimize ML models
- Develop AI and ML solutions
- Develop data pipelines and architecture documentation
- Implement CI/CD pipelines
- Implement model quantization
- Implement prompt engineering
- Manage vector databases
- Optimize embeddings and dimensionality reduction
- Process Big Data with Spark
- Run model monitoring and retraining
- Serve LLMs with vLLM
- Track experiments with MLflow
- Write unit tests with Test Driven Development
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | AWS | Apache Spark | Azure | B testing | CI/CD | CloudFormation | Dimensionality Reduction | Docker | Embeddings | FastAPI | Feature Engineering | GCP | Git | GitHub Actions | Helm | Hugging Face | Hypothesis Testing | Jenkins | Knowledge Distillation | Kubernetes | Langchain | MLOps | MLflow | Model Quantization | PyTorch | Python | RAG | SQL | Semantic Search | Service Mesh | Statistical Hypothesis Testing | TensorFlow | Terraform | Torchserve | Transformers | VLLM | Vector Database
Education
Bachelor of Engineering | Master of Business Administration | Master of Computer Applications | Master of Technology
Roles
AI | AI/ML Engineer | Data Scientist | Engineer | ML Engineer | Scientist
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