Data Science Intern working on computer vision for Johnson & Johnson's Innovative Medicine. Collaborating in a pharmaceutical environment to develop deep learning models for medical imaging.
About the role
- Data Scientist joining Perception Verification and Validation team for autonomous driving systems, defining performance metrics and analyzing data insights. Collaborating on datasets to support perception system improvements.
Responsibilities
- Define key performance metrics that will help perception engineers to measure the impact of new features on the perception stack and the end-to-end system behavior
- Create and maintain datasets used to evaluate the perception stack and end-to-end driving performance.
- Analyze large scale metric results to identify patterns and insights about perception failure modes. Present results and insights to leadership.
- Design and implement statistical methods to quantify uncertainty in our performance and validation metrics.
Requirements
- Master's or PhD degree in Statistics, Mathematics, Computer Science, or a related field
- Proficient using data query languages (SQL and/or Spark/scala) to quickly build complex yet efficient data queries at scale and using Python to build production-quality code
- Basic experience with autonomous driving, safety-critical systems, or computer vision systems.
- Proficient in exploratory data analysis (EDA) and data visualization to understand and present trends and their implications for the business.
- Background in statistical modeling and analysis; including experience making data-driven decisions that connect point and uncertainty estimates to business impact.
Benefits
- paid time off (e.g. sick leave, vacation, bereavement)
- unpaid time off
- Zoox Stock Appreciation Rights
- Amazon RSUs
- health insurance
- long-term care insurance
- long-term and short-term disability insurance
- life insurance
Job title
Job type
Experience level
Salary
Degree requirement
Tech skills
Location requirements
Working Student Data Scientist at Bettermile managing dashboards and conducting data analyses. Contributing to building and scaling data platforms in a hybrid work environment.
Data Scientist at Hiscox applying analytics to influence decisions across business functions. Collaborating with teams to leverage data for problem - solving and strategic insights.
Lead Data Scientist acting as internal consultant optimizing the organization using data analysis and visualization. Collaborating with Agile teams to solve business problems presented by stakeholders.
Data Scientist 3 optimizing processes and solving data - driven business problems for AAA's 17 million members. Collaborating on data analytics projects in a hybrid role.
Lead Applied Scientist in AI Engineering at Nightfall creating ML/NLP models for security products. Researching machine modeling techniques and guiding engineers in production integration.
Lead Applied Scientist creating ML/NLP models for Nightfall’s Data Leak Protection products. Leading research and guiding engineers in the application of machine modeling techniques.
Data Science Intern developing machine learning solutions for fraud detection at GeoComply. Collaborating with data scientists to solve real - world challenges and gain hands - on experience in a fast - paced environment.
Senior Data Scientist applying data science methods to enhance insurance analytics. Collaborating with technical experts across Europe to support data - informed decision - making.
Data Scientist developing analytical models for health outcomes evaluation and medical protocol efficiency in a healthcare institution. Collaborating with medical teams for decision support and data integrity.