Physics Informed Ai Data Jobs

1 job found

10d ago

Staff Machine Learning Engineer, Energy & Charging

Tesla Palo Alto, CA

Palo Alto, CA

10d ago

$100k - $270k/yr Full time Analytics Artificial Intelligence Data Analysis

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Job Description

Tesla is seeking a Staff Machine Learning Engineer to help shape predictive life models and ML workflows for its Energy and Charging products. This onsite role in Palo Alto involves working with some of the largest real-time data streams from testing, manufacturing, and fleet operations to enable prognostics and data-driven design actions across complex systems.

Responsibilities

Develop, train, and deploy predictive and control models that capture physical degradation, usage patterns, and overall system performance
Create robust, flexible automated tools to support advanced analyses of real-time fleet data
Design scalable and reliable data pipelines to productionize and monitor both new and existing models
Translate complex business requirements and research findings into actionable data-driven insights and solutions
Conduct ongoing research in AI/ML with a focus on physics-informed AI to rapidly test and prototype new ideas

Requirements

Strong production-quality Python coding skills, experience with major deep learning frameworks, and solid software engineering practices
Practical experience with C to integrate with firmware and drive projects toward shipped products
Expertise in handling and optimizing large datasets, data pipelines, and AI models
Solid understanding of linear algebra, probabilistic theory, numerical optimization, and deep learning with hands-on implementation
General knowledge of physics and engineering principles

Technologies

Python
C
Major deep learning frameworks

Benefits

Medical plans with multiple options and zero payroll deduction
Family-building, fertility, adoption, and surrogacy benefits
Dental and vision plans with zero paycheck contribution options
Company-paid Health Savings Account (HSA) contributions when enrolled in high-deductible plans
Healthcare and Dependent Care FSAs
401(k) with employer match, Employee Stock Purchase Plans, and other financial benefits
Company-paid Basic Life and AD&D insurance
Short-term and long-term disability coverage
Employee Assistance Program
Sick and vacation time, paid holidays, and flexible time for salaried employees
Back-up childcare and parenting support resources
Voluntary benefits including critical illness, hospital indemnity, accident, and pet insurance
Weight loss and tobacco cessation programs, Tesla Babies program, and commuter benefits
Employee discounts and perks program

What to Expect

Tesla aims to build predictive life models for charging and energy products by leveraging large-scale, real-time data from test facilities, manufacturing, and fleet operations. You will develop machine learning models that enable prognostics and guide targeted design actions, with influence reaching millions of Tesla customers.

Expected Compensation

The salary range is $100,000 to $270,000 per year, plus potential cash and stock awards and benefits. Pay offered may vary based on location, experience, and skills. The overall compensation package may include additional elements, which will be detailed with an offer of employment.

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