EY - GDS Consulting - AIA - AI Researcher- Senior
INR 2500K-4500K (estimate) Senior-level Full Time
Tasks
- Architect and build multi agent AI applications
- Build evaluation pipelines and benchmarks
- Build vector database based retrieval systems
- Configure Azure OpenAI and Azure AI Search
- Deploy and manage AI workloads on cloud platforms
- Deploy language models to cloud or on prem
- Design retrieval-augmented generation pipelines
- Develop API layers and integration services
- Fine-tune large language models
- Implement MLOps practices
- Implement agent orchestration and tool integrations
- Implement hybrid retrieval strategies
- Implement observability for model performance
- Implement responsible AI practices
- Integrate knowledge graphs
- Lead AI strategy and proof of concept initiatives
- Manage model versioning and reproducibility
- Mentor team members with AI and ML best practices
- Monitor latency model drift token usage and guardrails
- Set up CI CD for ML
- Use Kubernetes for deployment
- Use docker for containerization
Perks/Benefits
- N/A
Skills/Tech-stack
AI Search | AWS SageMaker | Agent systems | Agentic AI | Amazon Web Services | Autogen | Azure | Azure AI | Azure AI Search | Azure OpenAI | CI/CD | Cloud Platforms | Cloud platform | CrewAI | Docker | Feature Engineering | Fine Tuning | Google Cloud | Google Cloud Platform | Hugging Face | Hugging Face Transformers | Hybrid retrieval | Knowledge graphs | Kubernetes | Langgraph | Language Models | Large Language Models | Llamaindex | MLOps | Model Evaluation | Model Fine-tuning | Model versioning | Multi-Agent | Multi-Agent Systems | Observability | Prompt engineering | PyTorch | Python | RAG Pipelines | Reproducibility | Responsible AI | Retrieval-Augmented Generation | TensorFlow | Vector Databases | Vertex AI | Web Services
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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