Staff Data Scientist (Remote)
Staff Data Scientist (Remote)
Tilthq
Tilt is seeking a Staff Data Scientist to join their remote team, focusing on developing machine learning models to enhance credit risk assessment and improve customer financial outcomes. The role involves collaboration with various teams to drive business growth through data-driven strategies.
Qualification
- BS degree in engineering, computer science, finance or mathematics
- 6+ years industry experience in data mining, machine learning, statistical analysis, and/or predictive modeling
- Deep understanding of statistics and machine learning techniques, including regression, classification, clustering and optimization
- Strong programming skills in Python with intermediate to advanced knowledge of SQL
- Experience with ML packages: scikit-learn, LightGBM, XGBoost, SparkML
- Knowledge in deep learning and experience with DL toolkits (Tensorflow, Keras, PyTorch) is preferred
Responsibility
- Grow user base and increase retention through machine learning and analytics
- Build machine learning models with large scale data sets to address business priorities
- Design and influence strategies on underwriting, marketing, fraud and customer experience
- Work closely with the engineering team to implement models in production
- Collaborate with operations and product teams to align work with broader business strategy
- Develop data standards and analytics pipelines for current and future analysis
