Stack AV hiring Staff Software Engineer, ML Platform • Remote (Work from Home) | Himalayas
Stack AVSA

Staff Software Engineer, ML Platform

Stack AV develops and builds autonomous trucking solutions to improve the safety and efficiency of modern freight and supply chain systems.

Stack AV

Employee count: 51-200

United States only

About Stack:

Stack is developing revolutionary AI and advanced autonomous systems designed to enhance safety, reliability, and efficiency of modern operations. Stack's autonomous technology incorporates cutting-edge advancements in artificial intelligence, robotics, machine learning, and cloud technologies, empowering us to create innovative solutions that address the needs and challenges of the dynamic trucking transportation industry. With decades of experience creating and deploying real world systems for demanding environments, the Stack team is dedicated to developing an autonomous solution ecosystem tailored to the trucking industry's unique demands.

About the Role:

In the ML Training team, our mission is to provide a reliable, scalable, and easy to use training framework for modeling needs of Stack AV. In addition, this team is responsible for the overall developer experience of ML engineers including building tools for testing, validation, and understanding models and the data used to train them. Finally, this team is responsible for model optimization and deployment.

What Success Looks Like:

  • Experience with both ML Platforms and building ML-based applications (bonus point if you have modeling experience).
  • Experience building scalable, reliable infra at a fast-paced environment.
  • Ability to work across teams.
  • Experience building or using ML infra built for a large number of customer teams.
  • A deep understanding of design tradeoffs and ability to articulate those tradeoffs and work with others on getting alignment.
  • Experience with building ML models or ML infra in the domains of autonomous vehicles, perception, and decision making (desirable but not required).
  • Experience with model training, model optimization, or large data processing pipelines.

Preferred Experience:

  • Knows how to push the GPU to its limit from Python to CUDA kernel level.
  • Built the inference or training loop for a large model (ideally with LLM flavor).
  • Shipped ML products (NLP, computer vision, recommender systems, etc.) at scale to make business impact
  • Knows how to build low latency / high throughput batch or stream processing pipelines.
  • Knows how to write (readable) high performance C++.
  • Prior AV experience.

We are proud to be an equal opportunity workplace. We believe that diverse teams produce the best ideas and outcomes. We are committed to building a culture of inclusion, entrepreneurship, and innovation across gender, race, age, sexual orientation, religion, disability, and identity.

Check out our Privacy Policy.

Please Note: Pursuant to its business activities and use of technology, Stack AV complies with all applicable U.S. national security laws, regulations, and administrative requirements, which can restrict Stack AV’s ability to employ certain persons in certain positions pursuant to a range of national security-related requirements. As such, this position may be contingent upon Stack AV verifying a candidate’s residence, U.S. person status, and/or citizenship status. This position may also involve working with software and technologies subject to U.S. export control regulations. Under these regulations, it may be necessary for Stack AV to obtain a U.S. government export license prior to releasing its technologies to certain persons. If Stack AV determines that a candidate’s residence, U.S. person status, and/or citizenship status will require a license, prohibit the candidate from working in this position, or otherwise be subject to national security-related restrictions, Stack AV expressly reserves the right to either consider the candidate for a different position that is not subject to such restrictions, on whatever terms and conditions Stack AV shall establish in its sole discretion, or, in the alternative, decline to move forward with the candidate’s application.

About the job

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Posted on

Job type

Full Time

Experience level

Senior

Location requirements

Hiring timezones

United States +/- 0 hours

About Stack AV

Learn more about Stack AV and their company culture.

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Born from the collective vision of seasoned leaders in robotics and artificial intelligence, Stack AV embarked on its journey in 2023 with a clear mission: to revolutionize the trucking industry. The company's genesis lies in the extensive experience of its founders, Bryan Salesky (CEO), Peter Rander (President), and Brett Browning (CTO), who previously helmed Argo AI, a notable venture in autonomous passenger vehicle technology. Recognizing the evolving demands of global commerce and the critical need for more intelligent and reliable supply chains, they pivoted their focus to autonomous trucking, an area ripe for transformative innovation. With substantial backing from SoftBank Group Corp., Stack AV was launched with the capital, resources, and deep AI expertise necessary to accelerate its ambitious growth and technological development. Headquartered in Pittsburgh, Pennsylvania, a burgeoning hub for robotics and AI, Stack AV quickly assembled a team of 150 experts across its main office and an additional 15 states, leveraging an innovative remote-work and co-working collaboration model.

Stack AV's core philosophy centers on addressing the long-standing challenges that have plagued the trucking industry. These include persistent driver shortages, inefficiencies in vehicle uptime, significant safety concerns, high operational costs, and the environmental impact of emissions. By developing and deploying sophisticated AI-powered autonomous driving systems, the company aims to create safer, more efficient, and more reliable freight transportation. Their proprietary technology, coupled with a rigorous approach to safe systems design and testing, is engineered to maximize truck uptime, optimize existing infrastructure, and significantly improve roadway safety. This commitment extends to creating smarter supply chains for their partners, enabling them to deliver goods to consumers faster and more securely. The leadership team's combined seven decades of experience in developing complex, autonomy-enabled systems provides a strong foundation for tackling the unique demands of the trucking industry and driving it towards a more technologically advanced and sustainable future.

Employee benefits

Learn about the employee benefits and perks provided at Stack AV.

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Life Insurance

Employer-paid life insurance benefits.

Flexible Work Modes

Stack AV has an innovative remote-work/co-working collaboration model.

401k

We invest in your future by providing a competitive 401k program and match.

Disability Insurance

Long-Term Disability (LTD) insurance with options for taxable or tax-free benefits.

View Stack AV's employee benefits
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