Senior Simulation Machine Learning Engineer - Special Projects
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Job description
As a Senior Simulation Machine Learning Engineer, you will join an innovation-driven team advancing Appleās simulation and synthetic data technology to support a wide range of AI/ML initiatives. You will design, prototype, and productionize systems that generate high-quality 3D scenarios and multi-modal synthetic datasets used throughout Appleās ML ecosystem., Weāre looking for an engineer with deep experience, strong ML intuition, and the ability to turn ambitions into robust tools. You should be comfortable exploring new ideas, iterating quickly, and driving solutions from prototype to polished implementation. Collaboration is essential - you will partner closely with engineers, animators, technical artists, and ML researchers across the organization. You will play a key role in shaping Appleās next generation of AI/ML capabilities by defining how simulation data is generated, validated, and delivered at scale.ā,āresponsibilitiesā:āDesign and implement systems for generating, varying, and validating 3D simulation scenarios, leveraging generative models, procedural techniques, and diverse data sources to create environments, human animation and behavior, rendering and lighting.
Develop prototypes and production systems that expand our capabilities and scale across teams
Partner with engineers, ML researchers, and content creators to deliver efficient, reliable pipelines.
Develop tools and APIs that enable internal users to easily author, manage, and execute simulations.
Debug and resolve issues across scenario generation, simulation, and data quality.
Identify architectural improvements and drive long-term strategy for scenario generation and simulation-based data pipelines.
Stay current with advances in world models, generative video/3D models, neural rendering, procedural content generation, and simulation technologies. Introduce promising methods into production workflows.
Requirements
Do you have experience in Software engineering?, Familiarity with USD format and tools
Experience with neural rendering, 3D generative models, learned simulation techniques.
Experience guiding technical direction, influencing architecture in a software engineering team
Understanding of real-time and offline rendering pipelines.
Experience with animation
Experience with complex industrial or commercial simulation systems or large-scale data generation workflows.
Minimum Qualifications
5+ years of professional experience in ML, simulation, graphics, or related fields.
Strong proficiency in Python and modern machine learning techniques.
Working knowledge of C++ and robust software engineering fundamentals.
Experience with LLMs, VLMs, diffusion models, world models, or similar generative/modeling frameworks.
Experience with 3D data, scene representations, and rendering fundamentals.
Strong communication and cross-functional collaboration skills are key.
Benefits & conditions
4.14.1 out of 5 stars Cupertino, CA $147,400 - $272,100 a year, Pulled from the full job description
- Employee stock purchase plan
- Health insurance
- Retirement plan
- Dental insurance
- RSU, At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $147,400 and $272,100, and your base pay will depend on your skills, qualifications, experience, and location.
Apple employees also have the opportunity to become an Apple shareholder through participation in Appleās discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Appleās Employee Stock Purchase Plan. Youāll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
About the company
Play a role in bringing Apple technology to the world. We are looking for a hardworking, dedicated, and results-oriented Animation Engineer. You would join a team building simulation art assets. Apple is where individual imaginations gather together, committing to the values that lead to great work. Every new product we build, service we create, or Apple Store experience we deliver is the result of us making each otherās ideas stronger. That happens because every one of us shares a belief that we can make something wonderful and share it with the world, changing lives for the better. Itās the diversity of our people and their thinking that inspires the innovation that runs through everything we do. When we bring everybody in, we can do the best work of our lives. Here, youāll do more than join something - youāll add something.
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