Data Scientist – Ego and Ado Decision, Internship
Woven Planet
internship
Posted on:
Location Type: Hybrid
Location: Ann Arbor • United States
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Job Level
About the role
- Work as a team member in one of our teams developing ML solutions for self-driving vehicles
- Design and develop frameworks and analytical tools for introspecting large-scale datasets
- Create effective methods for integrating labeled data into development pipelines
- Support experimentation of novel motion planning architectures and training paradigms
- Collaborate and receive feedback from mentors and managers throughout the internship
- Present results at the end of the internship
Requirements
- Must be currently pursuing a master's or higher degree in a quantitative fields (e.g. Statistics, Mathematics, Physics)
- Development skills with Python and SQL data analysis libraries and packages
- Experience in dealing with large-scale data science problems
- Experience with theoretical aspects of data science and machine learning (deep learning, statistical analysis, and mathematical modeling)
- Experience in building machine learning algorithms and infrastructure, such as: data pre- and post-processing, sampling and curation, ablation studies, evaluation
- Understanding of ML workflow: preparing and sampling data, implementation and training of ML models, evaluating results, running ablation studies
Benefits
- Real projects impacting future mobility
- Constant feedback and direction from mentors and managers
- Opportunity to share project results with the team
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
PythonSQLmachine learningdeep learningstatistical analysismathematical modelingdata pre-processingdata post-processingevaluationablation studies
Soft Skills
collaborationfeedback receptionpresentation skills