job description: we are seeking a highly skilled and experienced senior data scientist to join our team. the ideal candidate will have a strong background in data science, machine learning, and statistical analysis. as a senior data scientist, you will be responsible for leading data-driven projects, developing predictive models, and providing actionable insights to drive business decisions.
key responsibilities:
- lead and manage data science projects from conception to deployment.
- develop and implement machine learning models and algorithms to solve complex business problems.
- analyze large datasets to identify trends, patterns, and insights.
- collaborate with cross-functional teams to understand business requirements and deliver data-driven solutions.
- communicate findings and recommendations to stakeholders through reports, presentations, and visualizations.
- stay up to date with the latest advancements in data science and machine learning technologies.
qualifications:
- bachelor's or master's in data science, computer science, statistics, or a related field.
- 4+ years of experience.
- expertise in big data & computing technologies like apache spark. expertise in apache ray is plus.
- strong proficiency in programming languages such as python or r, sql.
- experience with machine learning frameworks and libraries.
- proven experience with microsoft azure
- excellent analytical and problem-solving skills.
- ability to work independently and as part of a team.
- strong communication and presentation skills.
preferred qualifications:
- experience in building forecasting systems using statistical and machine learning algorithms.
- experience with mathematical optimization using gurobi.
- familiarity with data visualization tools (power bi, streamlit, dash).
- familiarity with the industrial or construction supply industry.
