Software Engineer, Machine Learning

Hop Labs works with organizations to build and deploy machine learning production systems at scale. Our clients range from startups to Fortune 10, and projects can vary widely – from greenfield LLM generative AI products to engineering support in the autonomous vehicle space to building bespoke, scalable experiment frameworks. We are a fully distributed company, working remotely across the United States. While our projects often involve Python, PyTorch, and AWS, we are always ready to use the right tool for the job.

Some quick facts about Hop Labs:

• 100% remote, primarily based in the U.S.
• 10-15 team members, depending on our project mix at any given time
• Exclusively focused on technical consulting around production-scale machine learning
• Results-oriented work environment with a lot of flexibility -- we value life outside of work

For more information about the company and the team, please check out our...

Founded in 2016 in Silicon Valley, Pony.ai has quickly become a global leader in autonomous mobility and is a pioneer in extending autonomous mobility technologies and services at a rapidly expanding footprint of sites around the world. Operating Robotaxi, Robotruck and Personally Owned Vehicles (POV) business units, Pony.ai is an industry leader in the commercialization of autonomous driving and is committed to developing the safest autonomous driving capabilities on a global scale. Pony.ai’s leading position has been recognized, with CNBC ranking Pony.ai #10 on its CNBC Disruptor list of the 50 most innovative and disruptive tech companies of 2022. In June 2023, Pony.ai was recognized on the XPRIZE and Bessemer Venture Partners inaugural “XB100” 2023 list of the world’s top 100 private deep tech companies, ranking #12 globally. As of August 2023, Pony.ai has accumulated nearly 15 million miles of autonomous driving globally.

Responsibility

• Lead...

Stellar Cyber is a fast-growing Cybersecurity company focused on delivering holistic cyberattack protection to organizations while significantly reducing total costs of ownership with its innovative Open XDR (eXtended Detection and Response) platform based on advanced ML and security technologies. Stellar Cyber has been recognized by Gartner as one of the leading XDR players.

To accelerate our growth, we are seeking a talented Software Engineer - Machine Learning Infrastructure with startup passion, a can-do attitude, and a desire to make an impact, while building a future for themselves and Stellar Cyber. If you are excited to be part of a very fast-growing team with lots of opportunities, Stellar Cyber is a great place to grow your career.

Responsibilities:

• Understanding of Stellar Cyber’s product in depth
• Develop features and improvements to Stellar Cyber’s machine learning infrastructure, including components for machine...

Overview

Are you passionate about advancing deep learning research and developing general human-like machine intelligence? Join us as a Software Engineer, Machine Learning. In this role, you will collaborate closely with a senior member of our research team to work on cutting-edge deep learning projects, infrastructure, and tooling.

Responsibilities

• Research Implementation: Read and implement various research papers to improve architecture efficiency, training speed, loss metrics, and fine-tuning methods.
• Experimental Design: Devise and conduct scientifically rigorous experiments to validate the effectiveness of proposed adjustments for solving Imbue’s target problems using LLMs.
• Fundamental Understanding: Enhance our knowledge of LLM fundamentals, focusing on areas such as chain-of-thought, reasoning, generalization, hallucination, and grokking.
• Hyperparameter...