Data Scientist – Service Demand Planning

Irvine, CA

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Posted 1 week ago

THE RIVIAN SERVICE ORGANIZATIONThe Rivian Service Operations Team is a dynamic group that ensures every Rivian driver receives premium service anytime vehicle maintenance or repair needs arise.  We provide premium, seamless, and convenient solutions via our network of Rivian owned service centers, mobile service vehicles, and network of service parts.We are always looking for top talent - customer-centric professionals in a broad variety of roles to help us continuously develop and improve the quality and range of our service and products. The Service Operations Team at Rivian encompasses critical components of vehicle service such as service engineering, collision repair, service parts, programs & operations, technical support, field teams, and remanufacturing. 
THE POSITION:As a Demand Planning Data Scientist, you will use your analytical, statistical and programming skills to analyze and interpret large data sets for the demand planning organization to develop data-driven solutions to service parts forecasting. You will support our demand planning team with insights that will support data and process optimization in order to test different courses of action (what-if scenario planning).  You must have strong experience using a variety of data mining and data analysis methods and tools. You must also have experience building and implementing models through the creation of algorithms and running simulations to support current and future business needs. Must be comfortable working and collaborating with stakeholders.

What You Will Do

  • Identify data sources required for service parts demand planning and automate collection processes
  • Support preprocessing of structured and unstructured data
  • Analyze large amounts of information to discover trends and patterns.
  • Build predictive models and machine-learning algorithms to improve part level forecasting accuracy
  • Present information using data visualization techniques; make recommendations on path forward
  • Assess effectiveness and accuracy of new data sources and data gathering techniques
  • Develop testing framework and model quality
  • Develop tools and processes to monitor and analyze model performance and data accuracy

  • Location: Irvine, CA

What You Will Need

  • 5+ years of experience in statistical modeling and manipulating data sets
  • Bachelors in Statistics, Mathematics, or Computer Science
  • Bachelor’s Degree in business related field, or equivalent experience
  • Experience working with and creating data architectures
  • Knowledge of machine learning techniques (regression, simulation, scenario analysis, neural networks, decision tree learning, etc..) and pro/cons on each application and approach
  • Excellent problem-solving skills with emphasis on new part launch
  • Excellent written and verbal communication skills for cross-functional collaboration
  • Strong collaborator, with willingness to drive change
  • Coding knowledge and experience with several languages: C, C++, Java,
  • Experience using statistical computer languages (R, Python, SLQ, etc.) to manipulate data and support trend analysis from large data sets.
  • Strong analytical and structured problem-solving capabilities with a focus on root cause investigations
  • Understanding and experience in implementing lean project initiatives
We Are Rivian·  Rivian is building a new kind of car company. Starting from a clean sheet has allowed us to learn from and leverage what’s been done in the past while giving us the freedom to reimagine mobility from the ground up. Our vehicles and technology are designed and engineered to challenge what’s possible and to inspire people to explore the world in new ways.·        We believe in the power of adventure. While a vehicle can’t make someone adventurous, it can nurture that fundamental desire in each of us to go places we’ve never been and do things we’ve never done — thoughtfully and sustainably. Science and invention depend on our innate curiosity and desire to explore the unknown.·        Our development centers are located in Plymouth, MI, San Jose, CA, Irvine, CA and Surrey, England. In addition to these four locations, we have a modern manufacturing facility in Normal, IL and will begin production of our R1T and R1S in 2020.
The Adventure Is Just Beginning·        Doing something different is never easy. It requires courage, optimism and grit. Core to delivering on our vision is building a team of curious individuals, determined to make a positive impact on the world. This means challenging ourselves, stretching beyond the bounds of conventional thinking, reframing old problems, seeking new solutions and operating comfortably in a space of uncertainty.·        Our team has a diverse set of backgrounds— but at heart, we are adventurers on a mission to move the world in a new direction. We’re currently looking for thinkers and doers with a strong sense of adventure to join us on this journey.
Rivian is an Equal Opportunity Employer and Prohibits Discrimination and Harassment of Any Kind: Rivian is committed to the principle of equal employment opportunity for all employees and to providing employees with a work environment free of discrimination and harassment. All employment decisions at Rivian are based on business needs, job requirements and individual qualifications, without regard to race, color, religion or belief, family or parental status, or any other status protected by the laws or regulations in the locations where we operate. Rivian will not tolerate discrimination or harassment based on any of these characteristics. Rivian encourages applicants of all ages.
Job tags: Data Mining Engineering Java Machine Learning Python R
Job region(s): North America
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