
Senior Data Scientist – Research and Development
Cargill
full-time
Posted on:
Location Type: Hybrid
Location: Wayzata • Minnesota • United States
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Salary
💰 $120,000 - $140,000 per year
Job Level
About the role
- Work on multidisciplinary teams of data engineers, software engineers, data scientists and business subject matter experts to deliver complex projects on time and within budgets
- Translate ambiguous and complex business problems into project charters clearly identifying technical risks and project scope
- Take ownership for the entire data science workflow that includes a well-defined, complex project scope, exploratory data analysis, model development, deployment and monitoring
- Continuously seek out best practices and develop skills
- Create scalable structures to accelerate deployment to multiple facilities
- Independently handle complex issues with minimal supervision, while escalating only the most complex issues to appropriate staff
- Other duties as assigned
Requirements
- Bachelor’s degree in Data Science, Computer Science, Mathematics, Engineering, or a related field; or equivalent practical experience
- Minimum of 4 years of relevant professional experience, OR 3 years experience with a Master’s degree, OR 2 years experience with a Ph.D. in a related discipline
- Proficiency in Python programming
- Hands-on experience developing computer vision models for image classification, object detection, and segmentation
- Experience with computer vision tools, both traditional and deep learning, such as OpenCV, PyTorch, etc including transfer learning and fine-tuning deep learning models
- Experience deploying ML models using a containerized deployment framework (Docker, Podman, etc)
- Proven ability to develop proofs of concept and scale them into full production solutions
- Demonstrated ability to present complex concepts to non-technical audiences
Benefits
- Comprehensive benefit program including medical and/or other benefits dependent on the position offered and hours worked
- Minnesota Sick and Safe Leave accruals of one hour for every 30 worked, up to 48 hours per calendar year unless otherwise provided by law
- Discretionary incentive award based on company performance and personal performance
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
Pythoncomputer visionimage classificationobject detectionsegmentationtransfer learningfine-tuningproofs of conceptmachine learningdata analysis
Soft Skills
problem solvingcommunicationownershipindependenceteam collaborationpresentation skillsadaptabilitybest practices developmentproject managementtechnical risk assessment