Principal Machine Learning Architect

Company: Lucid Motors
Location: Newark
Posted on: June 20, 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.
As a Principal Machine Learning Architect within the Data science & ML team, you will have the opportunity to shape the vision and strategy for the Lucid Machine Learning Platform, as well as make significant technical contributions towards its realization.This hands-on role will blend a passion for data science and advanced analytics with the engineering rigor required to implement a machine learning platform to enable the model lifecycle at Lucid.

The machine learning platform at Lucid encompasses the following areas:

• Feature extraction and storage
• Model training and management
• Model deployment, maintenance, and monitoring
  The overarching vision of the ML Platform at Lucid is to create an ecosystem that can empower Data Scientists in their efforts to transform the rich sensory experience of the Lucid vehicles into valuable insights and products for customers and internal teams alike.Role
  • Evaluate and augment existing machine learning capabilities across the entire model lifecycle
  • Support the vision and strategy for the Lucid Machine Learning platform from, through practical system design and platform architecture
  • Hands-on implementation and validation of platform architecture, leveraging open source and in-house technology solutions
  • Forge close relationships with the senior engineering community to drive impactful projects which require cross functional partnerships across Data Science, Data Engineering, and Cloud Infrastructure teams
  • Collaborate with Data Scientists to understand, automate and onboard machine learning workloads on the platformQualifications
    • Degree in computer science or adjacent field, with concentration in Machine Learning/AI, Distributed Systems, etc.
    • Programming experience with at least one scripting language (Python, R, Julia, etc) and one systems language (Scala, Go, Rust, Java, C/C++, etc)
    • Strong engineering fundamentals in software design, version control, continuous integration and delivery, testing, containers and orchestration, monitoring and logging
    • 5+ years of industry experience as a hands-on, expert-level practitioner of Data Science and Machine Learning [Involved in activities such as model development, distributed training, pipeline development, hyperparameter optimization, model deployment, etc.]
    • 3+ years of experience as a core technical staff on large ML infrastructure/platform initiatives in a production environment.
    • Familiarity with tools and technologies in the machine learning ecosystem for Data Storage (Hive, Cassandra, Snowflake, MySQL, etc.), Data Pipelines (Kafka, Airflow, Prefect, etc.), Data Processing (Spark, TensorFlow, PyTorch, CUDA, etc.)
    • Solid understanding of the latest developments of ML systems, techniques, open-source, and cloud offerings.
    • Familiarity with working in Linux-based systems and cloud computing resources.
    • Strong written and verbal communication skills.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 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.

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