Our team has partnered closely with customers to build a robust quality measurement system for HD maps, ensuring both safety and availability in automated driving. Through multi-step review processes, we generate independent reference data for map features and attributes, guaranteeing high data integrity. This system not only evaluates map content quality against agreed KPIs but also quantifies the reliability and uncertainty of these measurements, providing timely feedback that supports critical use cases.
As a Senior Data Scientist within the Quality and Business Planning team, you are passionate about delivering quality products. This involves deploying statistical and analytic methods, measurements, and machine learning models to measure and impact the quality of our map products. You are responsible for developing sampling and test designs, data and computing workflows, and analytics centered on Map and Location quality requirements.
What would you do?
• Be a subject matter expert on statistical and experimental design methods for Map and Location quality testing processes
• Interpret project objectives and requirements, create enabling data science solutions and produce impactful outcomes
• Develop sampling plans for data collection, quality evaluation, and the production of training data, along with technical estimators for the evaluation of map quality, and A/B experiments to validate optimization and solution approaches
• Build and test statistical and machine learning models to support improvement of a wide variety of data-driven processes for map making
• Design and develop data and computing tools to enable processing of quality testing data and results
• Work with map and location experts, engineering teams, and other teams across the company to enable high-quality map products
Who are you?
• Master's or PhD degree required. Degree in statistics, mathematics, computer sciences, natural sciences, econometrics, or related field
📌 Sr Data Scientist (Mumbai)
🏢 HERE Technologies
📍 Mumbai
Reply to this offer
Impress this employer describing Your skills and abilities, fill out the form below and leave Your personal touch in the presentation letter.