Software Engineer, Machine Learning

Overland AI

$120K — $300K *
Aerospace & Defense
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • MS/PhD with publications in top-tier ML/CV venues or equivalent industrial experience on long-term projects.
  • Expertise in machine learning topics like sequential prediction or deep learning optimization.
  • Strong knowledge of linear algebra, probability theory, and optimization techniques.
  • Proficient in Python and at least one deep learning framework (e.g., Pytorch, JAX, Tensorflow).
  • Experienced in a collaborative small-team environment with a focus on problem ownership.
  • Must be able to obtain and maintain a DOD Security Clearance.

Responsibilities

  • Design, prototype, and deploy machine learning algorithms in Python related to autonomy.
  • Develop and implement metrics to measure and enhance vehicle performance.
  • Act as a technical expert balancing project deliverables with long-term goals.
  • Collaborate with multidisciplinary experts to enhance system reliability and performance.

Benefits

  • Equity compensation offered.
  • Comprehensive healthcare, dental, and vision plans.
  • Unlimited paid time off (PTO) policy.
  • 401k plan with a company matching contribution.
  • Parental leave available.
Full Job Description
Role Summary:

We are looking for machine learning experts to join our team to advance the state of off-road autonomy.

Experienced, well-qualified remote candidates able to work during Pacific Time Zone business hours will be considered.

In this role, you will:
  • Design, prototype, and deploy machine learning algorithms related to perception, state estimation, and behavior planning (Python).
  • Identify, implement, and respond to meaningful metrics that affect vehicle behavior.
  • Serve as a technical expert for the team balancing short-term deliverables and long-term directions.
  • Collaborate closely with experts across disciplines to work across the entire stack to improve the reliability and performance of the system.
Qualifications
  • MS/PhD with publications in top-tier ML/CV venues (ICML, NeurIPS, ICLR, CVPR, ICCV, ECCV), OR equivalent years of industry experience in an applied research setting working on multi-year problems.
  • Expert in a relevant ML topic such as sequential prediction, structured prediction, inverse reinforcement learning, transformers, deep learning optimization, etc.
  • Excellent linear algebra, probability theory, and optimization knowledge.
  • Extensive experience in Python and a deep learning framework such as Pytorch, JAX, Tensorflow, etc.
  • You excel in a small-team atmosphere, taking ownership of problems and working with your colleagues to solve problems across disciplines.
  • Ability to obtain and maintain a DOD Security Clearance.
Preferred
  • Knowledgeable in any related technologies such as C++, CUDA, ROS, etc.

Benefits

Overland AI believes in creating a work environment that you look forward to embracing every day.

  • The salary range for this position is $120K to $300K annually
  • Equity compensation
  • Best-in-class healthcare, dental and vision plans.
  • Unlimited PTO
  • 401k with company match
  • Parental leave


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