Staff Machine Learning Engineer
INR 2817K-4401K (estimate) Senior-level Full Time
Tasks
- Collaborate to integrate models into products and services
- Deploy and maintain machine learning solutions in production
- Design model evaluation frameworks and metrics
- Drive experimentation rigor with A B testing
- Lead development and optimization of machine learning models
- Monitor and evaluate model performance in production environments
- Oversee preprocessing and analysis of large datasets
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | AWS | Agent Orchestration | Agentic AI | Autonomous Reasoning | Azure | B testing | Benchmarks | Cloud platform | DPO | Data Processing | Efficient Fine Tuning | Evaluation Frameworks | Fine Tuning | Google Cloud | Google Cloud Platform | Guardrails | Human Feedback | LLM Fine-tuning | Learning from Human Feedback | LoRA | Machine Learning | Memory systems | Model Deployment | Model Monitoring | Model Optimization | Model Scaling | Multi-Agent | Multi-Armed Bandits | Multi-agent orchestration | Offline evaluation | Online evaluation | Output Validation | Parameter efficient fine-tuning | Policy enforcement | Pretraining | PyTorch | QLoRA | Recommendation Systems | Recommender Systems | Reinforcement Learning | Reinforcement Learning from Human Feedback | Safety filters | Scikit-learn | Supervised Fine Tuning | TensorFlow | Tool use | Toxicity detection | Transformer | Transformers4Rec
Education
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