HERE

  • Lead Data Scientist

    Job Locations IN-Mumbai
    Requisition ID
    2018-23035
    Category
    Research & Software Developmnt
  • What's the role?

    DAR is seeking a Lead Data Scientist to develop novel map assessment processes and design and build Quality Index models to be published to the HD Live Map. These data accuracy and reliability processes may employ highly scalable Big Data infrastructure and machine learning applied to global-scale digital map-making. The Lead Data Scientist will construct, test, and deploy analytic and predictive models using techniques such as data mining, machine learning, statistics, computer vision, sensor data analysis, robotics, and predictive analysis and modeling.  In addition, the Lead Data Scientist will develop assessment and Quality Index strategies while coordinating execution across the DAR group and other HAD teams.

    Who are you?

    You are someone who takes pride in your work, honors your commitments, and enjoys working with teammates to find creative solutions to difficult problems.

     

    You have:

    • the required qualifications including an advanced degree (Ph.D. or equivalent) in a discipline such as Physics, Statistics, Applied Mathematics, Robotics, or Computer Science, minimum of 3 years related, professional experience;
    • experience using scientific modeling and analytic methods (such as regression, classifiers, clustering, association rules, decision trees, Bayesian network analysis, etc.) to solve science and engineering problems
    • proficiency with a scientific computing or statistical analysis packages and associated scripting languages such as Python, R, Matlab, SAS, etc.
    • demonstrated capability to effectively interact with technical and non-technical teams to explain uses and value of predictive systems and techniques
    • demonstrated proficiency with understanding, specifying and explaining analytic and predictive modeling solutions.
    • Desired qualifications include experience working in an agile program management environment and experience with analysis of geospatial data.

     

    HERE is an equal opportunity employer. We evaluate qualified applicants without regard to race, color, age, gender identity, sexual orientation, marital status, parental status, religion, sex, national origin, disability, veteran status, and other legally protected characteristics.

     

    Who are we?

     

    The HAD group enables autonomous mobility solutions by designing and building the HD Live Map. This map for autonomous vehicles has been developed using advanced hardware and software for capturing, processing, and extracting rich datasets from numerous sources such as imagery and 3D Lidar from mobile mapping systems, satellite imagery, and dense GPS probe data from smartphones and vehicles. Within HAD, the Data Accuracy and Reliability (DAR) team owns the assessments of HD Live Map quality and the Quality Index, a predictive confidence level that features in the map reflect and ever-changing reality and enabling the use of the map as a sensor for autonomous driving. 

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