SYNNEX Corp

Physical AI Engineer - Simulation & Synthetic Data

SYNNEX Corp$100K — $130K *
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • 5-8+ years in robotics, reinforcement learning, simulation, or applied machine learning.
  • Hands-on experience with reinforcement learning and imitation learning.
  • Proven track record in building agents in simulation environments using synthetic data.
  • Familiarity with Nvidia tools like Omniverse and Isaac Sim.
  • Experience with integrating foundation models into robotics workflows.
  • Strong Python programming skills for building scalable training pipelines.
  • Builder mindset demonstrated through moving systems from experiment to deployment.

Responsibilities

  • Create high-fidelity simulations in NVIDIA Omniverse for agent training.
  • Design and execute reinforcement and imitation learning pipelines with synthetic data.
  • Train and optimize policies for control and decision-making with a focus on real-world performance.
  • Integrate foundation models for enhanced reasoning and task management.
  • Ensure reliable transfer of learned behaviors from simulation to physical robots.
  • Collaborate with cross-functional teams for end-to-end deployment of learning systems.

Benefits

  • Remote or hybrid work options available.
  • Occasional domestic and global travel.
  • Flexible working hours to support experimentation and training.
Full Job Description
Physical AI Engineer - Simulation & Synthetic Data

Build the Future of Robotics with Physical AI

We're building real-world Physical AI systems-where learning agents interact with physical machines. This role is tailored for an AI Robotics Engineer with a strong reinforcement learning (RL) mindset, someone who wants to train, evaluate, and deploy intelligent behaviors that emerge through interaction, not just perception.

You'll work hands-on with NVIDIA Omniverse, physics-based simulation, synthetic data, and foundation models to train agents that learn to act, adapt, and generalize in complex environments. This is a builder role: fast iteration, scalable training, and direct transfer from simulation to physical robots.

What You'll Do
  • Build high-fidelity, physics-based simulation environments in NVIDIA Omniverse / Isaac Sim for training and evaluating robotic agents.
  • Design and run reinforcement learning and imitation learning pipelines using simulation-generated and synthetic data.
  • Train and tune policies for control, planning, and decision-making, emphasizing robustness and sim-to-real performance.
  • Integrate foundation models (GPT-class, Claude / Opus, multimodal models) to support reasoning, task decomposition, or human-in-the-loop learning.
  • Drive simulation-to-real transfer, ensuring learned behaviors perform reliably on physical robotic systems.
  • Collaborate with robotics, controls, and perception engineers to deploy learning-based systems end to end.


Requirements
  • 5-8+ years of experience in robotics, reinforcement learning, simulation, or applied machine learning.
  • Strong hands-on experience with reinforcement learning, imitation learning, or learning-based control.
  • Proven experience building and training agents in simulation environments (synthetic data, domain randomization, curriculum learning).
  • Experience working in the NVIDIA ecosystem (Omniverse, Isaac Sim, USD pipelines strongly preferred).
  • Experience applying or integrating foundation models (e.g., GPT-based or Claude / Opus-style models) into robotics or decision-making workflows.
  • Strong Python skills; ability to build and scale training pipelines.
  • Builder mindset with a track record of moving learning systems from experiment to deployment.
  • In lieu of Omniverse and Reel Sim experience 15 + years of experience in specialization of security, CATO, Fortinet, Zscaler, and Zero Trust needed.


Nice to Have
  • Model-free or model-based RL at scale
  • Sim-to-real transfer techniques (domain randomization, system ID, hybrid control)
  • Physics engines, real-time systems, or robotics middleware
  • Experience operationalizing learned policies on physical robots


Work Environment
  • Remote / hybrid (US-based)
  • Occasional domestic and global travel
  • Flexible working hours aligned to experimentation and training cycles

--- This description is optimized to attract senior, hands-on AI robotics engineers with strong reinforcement learning and simulation expertise.

About SYNNEX Corp

SYNNEX Corporation is a business process services company that provides services in distribution, contract assembly, and global business services. The company operates in two segments, Distribution Services and Global Business Services (GBS). The Distribution Services segment distributes computer systems, peripherals, system components, software, networking equipment, and complementary products to various customers, such as value-added resellers, system integrators, and retailers, as well as provides assembly services to original equipment manufacturers (OEMs), including integrated supply chain management, build-to-order, and configure-to-order system configurations, materials management, and logistics. The GBS segment offers various services comprising customer management, software development, web hosting, hosted software, domain name registration, and back-office processing. This segment delivers its services through voice, chat, Web, email, and digital print. It also sells products complementary to these service offerings in China. In addition, SYNNEX Corporation offers various financial services, including net terms, third party leasing and floor plan financing, letters of credit, and arrangements to collect payments directly from the end-user; online services; and marketing services, as well as technical support services consisting of pre and post-sales support. The company serves resellers, retailers, and OEMs located worldwide. SYNNEX Corporation, formerly known as SYNNEX Information Technologies, Inc., was founded in 1980 is headquartered in Fremont, California.

SYNNEX Corp Careers

Join the vibrant team at SYNNEX Corp, a leading provider of IT distribution and customer care outsourced services, where innovation meets exceptional leadership, and diversity thrives. As a powerhouse in the technology sector, SYNNEX Corp offers unparalleled job opportunities aimed at fostering professional growth and dynamic career paths.

Work You’ll Do

At SYNNEX Corp, you will engage in meaningful work that directly impacts our company and customers while working alongside some of the brightest minds in the industry. Our diverse team at SYNNEX is dedicated to excellence, innovation, and leadership in the digital landscape. Here, your career will flourish as you become part of a culture that values your skills and aspirations.

Innovative Careers

Start your journey with SYNNEX as we transform the tech world through strategic leadership and innovative solutions. We offer a variety of positions, from customer support to high-level management roles, ensuring that your career path is aligned with your professional goals and personal development.

Internship Programs

Kickstart your career with a SYNNEX internship. Our internships provide invaluable workplace experience, offering a glimpse into the dynamic tech industry and a chance to develop essential skills that will aid your professional growth. Interns at SYNNEX Corp are considered integral members of our team, contributing to real projects and gaining hands-on experience.

Grow With Us

SYNNEX is committed to the growth of our employees and our company. We provide robust training programs, including leadership development and diversity training, to ensure that every team member can reach their full potential. Our supportive culture advocates for continuous learning and development, helping you to advance your career while contributing to our collective success.

Benefits and Culture

Choosing to work at SYNNEX means opting for a career that comes with competitive benefits and a workplace culture that promotes balance and well-being. Our comprehensive benefits package includes health, vision, and dental insurance, employee wellness programs, and flexible working arrangements. At SYNNEX, we celebrate diversity and strive to create an inclusive environment where everyone is respected for their unique contributions.

Join Our Team

Explore the job opportunities at SYNNEX Corp today and find the position that matches your skills and passions. We are continuously hiring and looking for ambitious, curious, and innovative professionals to join our team. Whether you are starting your career or looking to take it to the next level, SYNNEX provides the resources and global platform to achieve your goals.

Stay Connected

Keep up to date with the latest at SYNNEX by following our careers blog. Gain insights from industry leaders, stay informed about new job openings, and learn about the cutting-edge innovations at SYNNEX. Personalize your job search and receive alerts tailored to your career preferences.

Networking and Professional Development

At SYNNEX, networking and professional development are part of our DNA. Connect with leaders and peers within the company through various networking events, workshops, and seminars. Enhance your resume, sharpen your interview skills, and build relationships that will aid your career growth.

Explore Careers at SYNNEX Corp

Your future at SYNNEX Corp is limited only by your imagination and drive. With a commitment to innovation, leadership, and diversity, SYNNEX is the place to be for those who aspire to achieve great things. Don’t just look for a job; look for a career that offers more. Join SYNNEX Corp today and be part of our global team making a difference in the tech world.

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Learn more about SYNNEX Corp
Size
22,000 employees
Market Cap
$9 billion
Industry
Net Income
$529.1 million
5 Year Trend
+17.6%
Revenue
$24.6 billion
NASDAQ

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