Senior ML-Engineer
Core
Building and deploying ML/LLM solutions for a global fundraising platform to optimize donations, upsell offers, and admin assistant features.
Role type
Senior ML Engineer (Production)
Builds
Production ML models, LLM pipelines, and data infrastructure for a global nonprofit fundraising ecosystem.
Domain
Fintech / Nonprofit fundraising / E-commerce mechanics
Deliverable
production ML models
Required skills
Uplift modeling, Recommender systems, Gradient boosting, NLP, Python, SQL, ClickHouse, MongoDB, MLOps, Experiment tracking, Docker, CI/CD, Prompt engineering, RAG
Preferred skills
RL, LLM API integration, Causal inference
Technologies
Python, FastAPI, Pydantic, Docker, CatBoost, CausalML, OpenAI, ClickHouse, MongoDB, pandas, Polars, Redis, MLflow, Airflow, Grafana, Sentry
Responsibilities
Develop and deploy ML solutions using tabular data; Select appropriate ML/LLM approaches; Build end-to-end ML pipelines; Design prompts and LLM API-based pipelines for classification and content generation.
Seniority
Senior, hands-on IC