Staff Software Engineer -ML/AI
Tasks
- Build scalable ML driven services
- Deploy machine learning models to production
- Design machine learning systems
- Implement ML training evaluation and monitoring frameworks
- Improve automated testing
- Mentor junior engineers
- Monitor and retrain machine learning models
- Optimize model quality and latency
- Own machine learning lifecycle
- Participate in on-call duties
- Prevent model drift
- Stress test ML AI systems
Perks/Benefits
Skills/Tech-stack
API Security | AWS | Artificial Intelligence | Behavioral Analysis | Classification | Clustering | Deep learning | Docker | ECS | EKS | Embeddings | Feature Stores | GCP | Hugging Face | Kafka | Knowledge graphs | Kubernetes | LLM | Langchain | Language Processing | LoRA | MLOps | Model Distillation | Model Management | Model Monitoring | Model Quantization | Natural Language | Natural Language Processing | PEFT | Prompt engineering | PyTorch | Python | RAG | REST APIs | Regression | Scikit-learn | Serverless | Serving pipelines | Statistical Analysis | TensorFlow | Training pipelines | Vector Databases
Education
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