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Engineering

Ultifi Mobility Insights- Data Scientist

  • Location
    • Herzliya, Tel Aviv District
  • Schedule Full time
  • Posted

Description

General Motors Israel (Herzliya)   takes a significant part in shaping the autonomous vehicle. We impact the future vehicles in diverse fields by developing cutting edge technologies. Within GM Israel, over 600 people working in a hybrid flexible mode on one of the most exciting challenges of our days.

As we grow, we keep on adding new areas and fields to explore and develop and have the clear vision of hiring the most qualified and brightest talents in order to excel on cutting-edge and non-traditional automotive technologies. 

The Software Define Vehicle (SDV) group is responsible for developing future automotive solutions in the areas of connectivity, electrification and mobility as a service.

  • Connectivity- We developed the next generation OnStar solution for Europe, china and South America with over 11M customers.
  • Electrification- we developed a virtual charge network connecting all charge providers. We created energy assist application enabling drivers to plan their drives and charging with energy forecast AI algorithm. We created a solution for electric vehicle off-road navigation based on a crowd based statistical algorithm.
  • Mobility as a service- We developed OnStar Vehicle Insights enabling fleet management self service, and we developed BrightDrop enabling fleet management of future eCommerce managing drivers, electric vehicles and smart robots. 

 
GM's Ultifi Mobility Insights Products centers around the next innovation phase in the evolution of autonomous cars.

As every autonomous vehicle is equipped with surrounding and internal cameras as well as other sensors, we are set to unlock the vast opportunity and challenge to build around the cameras a host of value added applications and data services, at scale and in a secure and private manner. 

Among them are emergency services, homeland security services, improving autonomous learning algorithms, new data monetization services, entertainment, and additional scenario roadmap. 

With GM's position at the top of the high-end market for autonomous vehicles - this program presents a unique opportunity to be involved directly with shaping the future of the automotive industry and generate a global impact. 

What will you do: 

  • As a Data Scientist on the Mobility Insights team, you will be responsible for building the data pipeline and managing the data curation
  • You will be exploring new ideas by creating POCs based on real-world data
  • You will learn about the echo-system of the connected vehicles and develop solid algorithms for this system

Additional Description

What are we looking for:

  • B.Sc. / M.Sc. in Electrical Engineering, Computer Science or related fields 

  • Proficiency in Python

  • Experience with Data Science frameworks such as NumPy, Pandas, Scikit-Learn

  • 2+ years of professional experience with Deep Learning algorithms and packages. Experience with problems in the domain of Computer Vision is an advantage

  • Excellent communication skills - Ability to work within a team and collaborate with other teams

  • Proactive with a “can do” approach 

  • Background in machine learning and deep learning are essential for success in this role as well as the ability to effectively analyze substantial amounts of data

  • A successful candidate will be passionate about creation of valuable insights from data, able to perform deep research and leap to implementation under production constraints. We are looking for someone ready for challenges and who enjoys having a deep impact by utilizing technology of any kind.

About GM

Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all.

Why Join Us 

We aspire to be the most inclusive company in the world. We believe we all must make a choice every day – individually and collectively – to drive meaningful change through our words, our deeds and our culture. Our Work Appropriately philosophy supports our foundation of inclusion and provides employees the flexibility to work where they can have the greatest impact on achieving our goals, dependent on role needs. Every day, we want every employee, no matter their background, ethnicity, preferences, or location, to feel they belong to one General Motors team.

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Diversity Information

General Motors is committed to being a workplace that is not only free of discrimination, but one that genuinely fosters inclusion and belonging. We strongly believe that workforce diversity creates an environment in which our employees can thrive and develop better products for our customers.   We understand and embrace the variety through which people gain experiences whether through professional, personal, educational, or volunteer opportunities. GM is proud to be an equal opportunity employer.

We encourage interested candidates to review the key responsibilities and qualifications and apply for any positions that match your skills and capabilities.

Equal Employment Opportunity Statements

The policy of General Motors is to extend opportunities to qualified applicants and employees on an equal basis regardless of an individual's age, race, color, sex, religion, national origin, disability, sexual orientation, gender identity/expression or veteran status. Additionally, General Motors is committed to being an Equal Employment Opportunity (EEO) Employer and offers opportunities to all job seekers including individuals with disabilities. If you need a reasonable accommodation to assist with your job search or application for employment, email us at Careers.Accommodations@GM.com or call us at 800-865-7580. In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.

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