Data Scientist - AMP
USD 174K-225K (estimate) Senior-level Full Time
Tasks
- Build LLM powered pricing recommendation agents
- Build reinforcement learning pricing system
- Create offline replay and A B testing framework
- Deploy and monitor models on AWS
- Design reward functions and exploration strategies
- Develop probabilistic demand forecasting models
- Develop production grade Python services
- Implement data pipelines for pricing signals
- Integrate contextual signals into price predictions
- Perform off policy evaluation for RL
Perks/Benefits
- N/A
Skills/Tech-stack
AWS ECS | AWS ECS Fargate | Alembic | Anthropic Claude | Bayesian Methods | CI/CD | Causal Inference | CloudWatch | Contextual Bandits | Docker | ECR | ECS Fargate | EventBridge | FastAPI | GPT-4 | GitHub Actions | Grafana | Grafana Loki | Langchain | Langgraph | MLflow | Machine Learning | NumPy | OpenAI GPT | OpenAI GPT-4 | Pandas | Polars | PostHog | PostgreSQL | PredictHQ | Price elasticity | Probabilistic Forecasting | Prometheus | PyTorch | Python | Ray RLlib | Redis | Reinforcement Learning | S3 | SQLAlchemy | SQS | Scikit-learn | Series forecasting | Stable-Baselines3 | StatsModels | TensorFlow | Time Series | Time Series Forecasting
Education
N/A
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