Apply📍 San Francisco Bay Area, Seattle, UK, India
🧭 Full-Time
💸 169374 - 272290 USD per year
🔍 B2B marketing and sales technology
- 5+ years of data science experience.
- Background in Statistics, Computer Science, Machine Learning, Mathematics, Computational Psychology, Operational Research, Physics, or relevant field.
- Driven more than one greenfield project from concept to production release.
- Proficiency with analytical and database tools (e.g. Jupyter notebooks, Hive, SQL, No-SQL).
- Demonstrated ability to write clean and performant code in Python.
- Experience in at least one of the following ML problem categories: Ranking & Recommendation Systems, Ad Optimization, Reinforcement learning, Real-time bidding algorithms, Experimentation (A/B testing).
- Familiarity with ML libraries and frameworks such as Scikit-learn, Pandas, Numpy, Keras, TensorFlow, PyTorch, BQML, SparkML.
- Develop Machine Learning algorithms that optimize and make an immediate business impact on KPIs.
- Build, test, and deploy custom ML/AI models and algorithms on large datasets.
- Develop processes for monitoring and analyzing model performance in production environments.
- Communicate algorithms, complex data science methods, and statistical results with both technical and non-technical audiences.
- Stay current with the latest technology/research and drive innovation.
PythonSQLKerasMachine LearningNumpyPyTorchAlgorithmsData sciencePandasTensorflow
Posted 2024-07-11
Apply