Senior Data Scientist - AD/ADAS

Responsibilities

• Use statistical modeling to shape the our data strategy for data acquisition (real and synthetic), validation and ML training
• Develop metrics and frameworks to understand the distribution and diversity of data
• Tackle ambiguous problems using data-driven analysis, and provide actionable insights to inform decision making and demonstrate business impact
• Communicate findings on complex technical topics to stakeholders across engineering leadership and product
• Embed with engineering teams to understand and provide data-driven recommendations on their domain-specific challenges
• Drive the adoption of best practices in data science across the organization, mentor other data science engineers

Requirements

• Industry experience using Python for data science (e.g. numpy, scipy, scikit, pandas, etc.) and SQL or other languages for relational databases.
• Experience with a cloud platform such as (AWS, GCP, Azure etc.)
• Experience with common data science tools; statistical analysis, mathematical modelling etc.
• Experience in developing analytical frameworks to facilitate data-driven decision making in the face of high ambiguity
• A track record of building relationships with engineering and product leadership, and influencing strategic business decisions
• Ability to communicate concepts clearly and precisely to technical and non-technical stakeholders
• Experience working in a cross-functional environment

Qualifications

• Experience in working in a production ML environment
• Experience working with geographically distributed teams
• Previous experience in the AD/ADAS domain or adjacent fields (e.g. robotics)
• Experience with temporal data and/or robotics sensor data

Skills

• Excellent communication skills
• Experience in using statistical methods in an applied setting
• Experience in developing metrics and evaluation frameworks
• Familiarity with Machine Learning systems

Benefits

• Excellent health, wellness, dental and vision coverage
• A rewarding 401k program
• Flexible vacation policy
• Family planning and care benefits

Pay

Details not specified

Schedule

Details not specified