
Senior Data Expert
1 dia atrás
Xometry powers the industries of today and tomorrow by connecting innovators to manufacturers who can bring their ideas to life.
We seek a seasoned expert in data analysis to join our team. This professional will drive data science initiatives, provide technical guidance when needed, and leverage data to solve complex business challenges.
Responsibilities:- Apply data analysis, visualization, and modeling tools to drive strategic decision-making, focusing on cost prediction for a two-sided marketplace.
- Design and execute data science projects, including hypothesis development, statistical analysis, and experimentation to answer key business questions and validate assumptions.
- Collaborate with cross-functional teams to translate business needs into actionable solutions and ensure alignment with company objectives.
- Analyze existing algorithms for accuracy and performance, provide recommendations for optimization, and update production code as necessary.
- Extract data from databases to support analysis and model development.
- Implement robust data science methodologies, emphasizing best practices in code reproducibility, version control, and model deployment.
- Continuously iterate and improve solutions within a fast-paced environment, addressing challenges with innovative approaches.
- A bachelor's degree is required; an advanced degree (M.S. or PhD) in applied math, computer science, data science, engineering, or a related field is highly preferred.
- 5+ years of experience in data science.
- Strong expertise in SQL and Python (numpy, scipy, pandas, scikit-learn preferred) and experience with API integrations using Python.
- Proficient in applied statistics, including knowledge of probability distributions, confidence intervals, statistical tests, and power analysis.
- Experience with pricing algorithms and technology-driven product development.
- Knowledge of scientific software principles, including version control, code reproducibility, and deployment practices.
- Demonstrated ability to work effectively in a fast-paced environment and manage shifting priorities.
- Strong communication and interpersonal skills to collaborate with global teams and articulate technical information to non-technical stakeholders.
- Fluency in English.
- Familiarity with Agile project management methodologies.
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