The Senior Data Scientist will play a crucial role in leading efforts to design, develop, and enhance analytical tools that address complex business challenges at U.S. Venture.
Requirements
- Expertise in Python and SQL, with the ability to develop production-quality code using modern software engineering practices (e.g., object-oriented design, version control with Git, CI/CD pipelines)
- Proven project experience working in ML and experimentation; strong software design instincts and observability practices.
- Proficiency with data modeling, statistical modeling, model deployment, data management
- Experience with advanced statistical modeling techniques, including classification and regression (ML/AI)
- Knowledge of optimization model methodologies
- Experience with forecasting model development and management
- Familiarity with containerization
Responsibilities
- Lead and influence technical direction within projects, shaping methodologies and best practices.
- Apply data science fundamentals: data collection, cleansing, modeling, and visualization.
- Develop solutions in Python and SQL to solve complex problems.
- Perform advanced data analysis and hypothesis testing to validate assumptions and guide modeling decisions.
- Apply modern software engineering principles for data science (CI/CD, Git, object-oriented programming, containerization).
- Perform advanced statistical modeling techniques, including classification and regression (ML/AI)
- Architect scalable, reliable model services with monitoring and retraining strategies.
Other
- Bachelor’s or Master’s degree in Data Science, Data Analytics, Economics, Statistics, Computer Science or a related field involving problem solving and critical thinking, or equivalent work experience.
- 5+ years working in data science-specific roles, with demonstrated experience working in roles that require proficiency with data modeling, statistical modeling, model deployment, data management
- Strong communication skills, with the ability to articulate complex technical concepts to both technical and non-technical stakeholders, including executives.
- Demonstrated high-level business acumen with a supply chain, transportation, and/or energy background being preferred.
- U.S. Venture requires that a team member have and maintain authorization to work in the country in which the role is based.
