Associate Process Manager
Mumbai, Maharashtra, India
INR 2200K-3000K (estimate) Mid-level Full Time
Tasks
- Build agent orchestration frameworks
- Build and maintain vector databases
- Build retrieval-augmented generation pipelines
- Collaborate cross functional teams to productionize models
- Create ground-truth datasets
- Deploy machine learning models
- Design AI system architecture
- Design CI CD pipelines for model deployment
- Design REST API and gRPC services
- Implement automated validation layers
- Implement autonomous agent workflows
- Implement data cleaning and feature engineering pipelines
- Implement parameter efficient fine tuning infrastructure
- Integrate tool use into agents
- Monitor model drift and inference performance
- Optimize model latency and performance
- Provide technical guidance and code reviews
- Track resource utilization in production
- Use LoRA for fine tuning
- Use QLoRA for fine tuning
Perks/Benefits
Skills/Tech-stack
API Design | AWS | Adapter-Tuning | Azure | C++ | CI/CD | Docker | GCP | GRPC | Git | Go | Hugging Face | JAX | Kubernetes | LoRA | Model Drift | Model Monitoring | NoSQL | PEFT | PyTorch | Python | QLoRA | REST | Retrieval-Augmented Generation | Rust | SQL | Semantic Search | Tensor compression | TensorFlow | Vector Databases
Education
Roles
AI | AI Engineer | Engineer | Learning Engineer | Machine Learning Engineer
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