Staff Software Engineer -ML/AI
Tasks
- Build backend services
- Deploy machine learning systems
- Design machine learning models
- Ensure production quality
- Evaluate machine learning models
- Implement ML training frameworks
- Improve automated testing
- Mentor junior engineers
- Monitor model performance
- Optimize model latency
- Own machine learning lifecycle
- Prevent model drift
- Provide on-call support
- Retrain machine learning models
- Set technical direction
- Stress test machine learning systems
Perks/Benefits
Skills/Tech-stack
AWS | Classification | Clustering | Docker | ECS | EKS | Embeddings | Feature Store | GCP | Hugging Face | Kafka | Kubernetes | Langchain | Language Models | Language Processing | Large Language Models | LoRA | MLOps | Model Distillation | Model Management | Model Monitoring | Model Quantization | Natural Language | Natural Language Processing | PEFT | Prompt engineering | PyTorch | Python | RAG | REST API | Regression | Retrieval-Augmented Generation | Scikit-learn | Secure APIs | Serverless | Serving Pipeline | TensorFlow | Training Pipeline | Vector Database
Education
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