Senior Data Scientist
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Job Description
Senior Data Scientist on the Matching team leveraging data science to drive real-time recommendations in logistics. Collaborating with engineers to transform data science questions into impactful solutions.
Responsibilities:
- Evaluate and understand current & nascent modelling methods in the Data Science space
- Maintain, expand, and ensure the data quality of natural language
- Train and evaluate Large Language Models on a variety of topics
- Work closely with business stakeholders to deliver new Natural Language Processing & Artificial Intelligence products
- Develop new features for existing algorithms through statistical and machine learning methodologies
- Validate and implement modeling improvements to increase accuracy of data science Algorithms
- Embrace an R&D mindset through Rapid Prototyping & Iterative Experimentation
- Work closely with Tech delivery teams to productionize successful models in an on-demand environment
Requirements:
- 3+ years of experience in advanced analytics, machine learning and/or data science or one year of professional experience with an advanced degree (Masters or PhD)
- Experience with Statistical Algorithms, especially Boosting, Classification, and Regression
- Familiarity with transfer learning & large language models
- Experience transforming datasets to improve model performance
- Experience with experimental analysis
- Experience training neural networks, especially as it relates to transfer learning
- Experience in programming: Python or R
- Familiarity with data fundamentals including SQL
- Bachelor’s degree or higher in Statistics, Mathematics, Computer Science, or a related quantitative discipline
Benefits:
- Three medical plans which include Prescription drug coverage
- Enhanced Fertility benefits
- Flexible Spending Accounts
- Health Savings Account (including employer contribution)
- Dental and Vision
- Basic and Supplemental Life Insurance
- Short-Term and Long-Term Disability
- Paid observed holidays
- 2 paid floating holidays for U.S. hourly employees
- Flexible Time Off (FTO) offered to U.S. salaried employees — no accruals and no caps.
- Paid Time Off (PTO) offered to all other employees in the U.S. and Canada
- Paid parental leave
- Paid time off to volunteer in your community
- Charitable Giving Match Program
- 401(k) with 6% company matching
- Employee Stock Purchase Plan
- Plus a broad range of career development, networking, and team-building opportunities
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