Sr. Data Scientist, Manufacturing
Company: Lucid Motors
Location: Beaverton
Posted on: May 13, 2022
Job Description:
Leading the future in luxury electric and mobilityAt 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.Leading the future of luxury mobility Lucid's mission
is to inspire the adoption of sustainable energy by creating the
most captivating luxury electric vehicles, centered around the
human experience. Working at Lucid Motors means having a shared
vision to power the future in revolutionary ways. Be part of a
once-in-a-lifetime opportunity to transform the automotive
industry.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. - -The 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 plusAt 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
vaccination requirement as a condition of gainful employment within
the United StatesAt Lucid, we prioritize the health and wellbeing
of our employees, families, and friends above all else. In response
to the novel Coronavirus, and the increased transmissibility with
recent variants, all new Lucid employees, whose job will be based
in the United States, must provide original documentation
confirming status as having received the prescribed inoculation
(doses) based on the manufacturer's guidelines on their first day
of employment.Individuals seeking a medical and/or religious
exemption from this requirement 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. -
Keywords: Lucid Motors, Beaverton , Sr. Data Scientist, Manufacturing, Other , Beaverton, Oregon
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