Intern, Powertrain Data Scientist, Summer 2025

Lucid Motors

Sep 10, 2024

Applications are closed

Internship
Full-time
Summer Internship
Data
Software Engineering
Newark

Requirements

Programming Skills: Proficiency in Python with experience in AI/ML libraries such as TensorFlow, PyTorch, or similar
Machine Learning and Data Science: Solid understanding of machine learning fundamentals, with experience in scikit-learn, pandas, and NumPy for data processing and model development
Data Handling: Experience with large-scale datasets, particularly those related to time-series data or sensor outputs from manufacturing processes
Apache Airflow: Hands-on experience with Apache Airflow for orchestrating complex data pipelines and workflows
Generative AI Knowledge: Familiarity with Generative AI models like GANs, VAEs, or transformer-based architectures, with a focus on applications in simulation or fault detection
Experience with Industrial Data: Exposure to manufacturing systems, Industrial IoT (IIoT), or understanding of the challenges in a factory or production environment
Big Data and Cloud Tools: Familiarity with big data technologies such as Apache Spark, Hadoop, or experience with cloud platforms like AWS, GCP, or Azure
Visualization and Reporting: Proficiency with data visualization tools such as Tableau, Power BI, or custom Python visualizations using Matplotlib, Seaborn, or Plotly
Field(s) of study: Data Science, Computer Science, Industrial Engineering, Electrical Engineering, or related field
Currently enrolled in a Bachelor's or Master's Degree program at an accredited university
Proof of enrollment in current or into next program (MS)

Responsibilities

Generative AI Model Development: Assist in the research and development of Generative AI models that can simulate manufacturing scenarios, predict potential faults, perform root cause analysis and enhance the decision-making process in production environments
Event Detection and Alert Diagnosis: Develop and refine algorithms for detecting and diagnosing alerts within manufacturing data streams, focusing on early identification of potential issues and reducing downtime
Data Analysis and Preprocessing: Engage in cleaning, preprocessing, and analyzing large datasets from manufacturing sensors and systems to ensure quality input for machine learning models
Cross-functional Collaboration: Work with cross-functional teams to gather requirements, validate models, and communicate findings through reports and visualizations that translate complex data insights into actionable improvements
Airflow Pipeline Development: Design, implement, and maintain data pipelines using Apache Airflow to automate the workflow for data processing and model training

FAQs

What is the duration of the internship?

The internship program is 12 weeks long, with the end date being flexible based on individual needs.

Where is the internship located?

The internship will be in Newark, CA, and is fully in-person.

What are the work hours for this internship?

Specific work hours are not mentioned, but interns are expected to work full-time during the internship period.

Are there any educational requirements for this position?

Yes, candidates must be currently enrolled in a Bachelor's or Master's Degree program in Data Science, Computer Science, Industrial Engineering, Electrical Engineering, or a related field.

What programming languages and tools should applicants be proficient in?

Applicants should be proficient in Python and have experience with AI/ML libraries such as TensorFlow or PyTorch, as well as familiarity with scikit-learn, pandas, NumPy, and Apache Airflow.

Is there a possibility for relocation assistance?

Yes, relocation assistance may be provided on a case-by-case basis.

What compensation can interns expect?

Interns can expect compensation based on location and current degree level, ranging from $40 to $60, which is non-negotiable.

Are medical benefits provided?

Yes, dental, vision, and medical benefits are available from day one for all interns working full-time.

Will provide housing and transportation for interns?

No, interns must provide their own living arrangements and transportation in the local area.

Is there a background check required for this internship?

Yes, all offers of employment are contingent on clearing a background check.

Does Lucid offer visa sponsorship for this position?

Lucid may but is not obligated to sponsor foreign national employees requiring company sponsorship for U.S. employment authorization.

Is prior experience in manufacturing systems or data handling required?

While it's not required, experience with large-scale datasets, particularly related to manufacturing processes, is preferred.

What kind of projects will the intern be working on?

Interns will work on projects leveraging Generative AI for manufacturing optimization, event detection models, and data analysis aimed at vehicle performance and customer experience enhancement.

Lucid Motors

Here for luxury. Here for performance. Here for good.

Automotive

Industry

1001-5000

Employees

2007

Founded Year

Mission & Purpose

Lucid is the new generation of EV. Our relentless focus on innovation, luxury, and sustainability drives us into a reality where you no longer have to choose between doing great things, doing the right thing, and doing everything with the highest regard for efficiency and design. There were luxury cars, then EVs, now there’s Lucid.