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Sr. Data Scientist, Manufacturing

Company: Lucid Motors
Location: Newark
Posted on: July 31, 2022

Job Description:

At Lucid, we don t just welcome diversity - we celebrate it! Lucid Motors is proud to be an equal opportunity workplace. We are committed to equal employment opportunity regardless of race, color, national or ethnic origin, age, religion, disability, sexual orientation, gender, gender identity and expression, marital status, and any other characteristic protected under applicable State or Federal laws and regulations.
Notice regarding COVID-19 protocols At Lucid, we prioritize the health and wellbeing of our employees, families, and friends above all else. In response to the novel Coronavirus all new Lucid employees, whose job will be based in the United States may or may not be required to provide original documentation confirming status as having received the prescribed inoculation (doses). Vaccination requirements are dependent upon location and position, please refer to the job description for more details. Individuals in positions requiring vaccinations may seek a medical and/or religious exemption from this requirement and may be granted such an accommodation after submitting a formal request to and the subsequent review and approval thereof by our dedicated Covid-19 Response team. To all recruitment agencies : Lucid Motors does not accept agency resumes. Please do not forward resumes to our careers alias or other Lucid Motors employees. Lucid Motors is not responsible for any fees related to unsolicited resumes.
Leading the future in luxury electric and mobility At Lucid, we set out to introduce the most captivating, luxury electric vehicles that elevate the human experience and transcend the perceived limitations of space, performance, and intelligence. Vehicles that are intuitive, liberating, and designed for the future of mobility. We plan to lead in this new era of luxury electric by returning to the fundamentals of great design - where every decision we make is in service of the individual and environment. Because when you are no longer bound by convention, you are free to define your own experience. Come work alongside some of the most accomplished minds in the industry. Beyond providing competitive salaries, we re providing a community for innovators who want to make an immediate and significant impact. If you are driven to create a better, more sustainable future, then this is the right place for you.
The Data Science and Machine Learning team at Lucid is on the mission to design, develop, and deploy AI solutions to help make safe and sustainable products and services on par with Lucid s Luxury brand. Data generated by electric vehicles is rich and diverse and driving insight from them is a very exciting and challenging task. The Data Scientist at Lucid is setting data science foundation for our fast-growing data team, to enable the company tackle engineering and manufacturing challenges by designing analytics and AI solutions. This opportunity involves defining the path to discover trends, patterns and hidden insights from these data while collaborating with the most brilliant talents in the automotive industry.

  • Role
  • Work on state-of-the-art large-scale data analytics and machine learning projects
  • Drive predictive analytics from billions of time series data points
  • Help define the analytical direction and influence the direction of the Engineering teams.
  • Use mathematical techniques to arrive at an answer using data. Translate analysis results into business recommendations.
  • Partner with Manufacturing teams on projects to identify and articulate opportunities, see beyond the data to identify solutions that will raise the bar for decision making.
  • Extract actionable insights from broad, open-ended questions
  • Adapt machine learning and data mining algorithms to solve problems across several battery teams
  • Use quantitative analysis and the presentation of data to see beyond the numbers and understand what can improve our processes.
  • Engage broadly with the organization to identify, prioritize, frame, and structure complex and ambiguous manufacturing related challenges, where advanced analytics projects or tools can have the biggest impact.
  • Qualifications
  • Advanced degree in Computer Science, Mechanical engineering, Statistics or related STEM field.
  • 3+ years of Data or Machine learning Science experience working on highly complex problems in a dynamic setting
  • Strong programming skills, especially in Python, Scala or C/C++ with 3+ years of relevant experience in a programming intensive role.
  • Technical expertise and in-depth knowledge in one or more of the following Data Science topics: Anomaly detection and signal processing, time-series data analysis and modeling, Conventional Machine Learning methods, Deep learning and CNNs, Natural Language Processing (NLP), text mining, sentiment analysis, information retrieval, etc.
  • Proficiency with a deep learning framework such as TensorFlow, Keras, Pytorch, Caffe, MXNet, etc.
  • Relevant work experience, including experience applying advanced analytics, and data mining techniques.
  • Experience with distributed computing platforms, particularly Kubernetes or the Hadoop/Spark ecosystem
  • Experience with rules engine applications using distributed computing MapReduce, Spark, etc.
  • Experience with data presentation and visualization with tools such as Tableau, Grafana and other similar tools.
  • Proven track record of developing and deploying algorithms for a production-ready recommendation, data mining or prediction systems using languages and big data platforms such as Scala, Python, Java, Spark, Presto, and Hive
  • Excellent communication and presentation skills.
  • Nice to Haves
  • Relevant experience in Manufacturing, EV, or Automotive is a huge plus
  • Experience with telematics data analytics and decision modeling is a plus

Keywords: Lucid Motors, Newark , Sr. Data Scientist, Manufacturing, Other , Newark, California

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