Senior Data Scientist
Job Description
From designing systems that provide personalized pricing to adding machine learning pipelines that enhance existing algorithms embedded into our industry leading platform products, everything you work on will have an impact. In this leadership role, you will help to improve the world's supply chains while partnering with our team of technologists to impact major business decisions at CH Robinson.
C.H. Robinson recognizes the importance of workplace flexibility. We are committed to providing a remote-friendly work environment, both now and in the future. Our global technology teams will continue to have flexibility that enables you to work where you are most effective, whether that be remote or in the office.
Responsibilities:
- Develop, refine, and maintain models used in core costing, pricing, and financial risk assessment
- Test, evaluate, and deploy new models and features to achieve better outcomes for key metrics
- Work collaboratively with other data scientists, our engineering team, and business stakeholders to craft solutions with a holistic view of the problem
- Communicate the factors of an algorithmic decision process to non-technical stakeholders
- Partner with data engineers to build reliable data pipelines and to optimize them for model training as well as automating critical analysis tasks
- Take ownership of a machine learning model lifecycle from requirements scoping all the way through model development, deployment, and continual evaluation of outcomes
Required Qualifications:
- BS in Statistics, Computer Science, or a related field with 2+ years of experience or equivalent academic experience with a masters/PhD program in a relevant field.
- Management experience 2+ years
- Proficiency with Python or R
- Experience interacting with databases (e.g., writing SQL queries)
- Experience developing and training ML and/or statistical models
- Familiarity with standard modeling techniques including model evaluation and testing (e.g., statistical significance testing, cross validation)
- Experience with software engineering for data science applications
- Familiarity with feature selection and dimensionality reduction methods
Preferred Qualifications:
- Experience using data visualization techniques for data analysis and model explainability
- Familiarity with Airflow, Azure Cloud, FastAPI, Docker, Kubernetes, Snowflake
- Familiarity with financial or actuarial mathematics related to risk of instruments over varying time horizons
- Values a diverse and inclusive work environment
Equal Opportunity and Affirmative Action Employer
C.H. Robinson is proud to be an Equal Opportunity and Affirmative Action employer. We believe in equality for all and celebrate the diversity of our employees, customers and communities. We believe this increases creativity and innovation, drives business growth and enables engaged and thriving teams. We're committed to providing an inclusive environment, free from harassment and discrimination, where all employees feel welcomed, valued and respected.
Affirmative Action Employer/EOE/M/F/Disabled/Veteran
Benefits
Your Health, Wealth and Self
Your total wellbeing is the foundation of our business, and our benefits support your financial, family and personal goals. We provide the top-tier benefits that matter to you most, including:
- Two medical plans (including a High Deductible Health Plan)
- 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 and floating holidays
- Paid time off (PTO)
- 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
Dig in to our full list of benefits on OUR CULTURE page.
Explore More
Date Posted
09/01/2022
Views
5
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