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1X

Biomechanics Researcher

1X is hiring a Biomechanics Researcher. It pays $200k-$250k a year and Level rates it ; you can apply on 1X.

Level's read on this job

  • Works on AI ●●●○ is how Level rates this role: the daily work is on AI products, without building the model.
  • The posting mentions Biomechanics Modeling, Robotics and biomechanics among its tools and skills.
  • Level classes it as a mid-level role.
  • 1X has 101 other open roles on Level.

AI in this role

Biomechanics Researcher developing performance models and scaling laws for humanoid robotics systems.

Biomechanics ModelingRobotics
biomechanicsperformance-modelingquantitative-analysis
About 1X

We’re building humanoid robots that work in home - doing the chores, handling the tasks, and giving people their time back. Simple, but it’s not.

To do this right, we have to solve robotics, AI, manufacturing - at the same time, at scale, in a form factor that has to be safe enough to live with your family. If you’re inspired by this, you’ll thrive here. We’ve been at this since 2014 and we’re at the point where the hard problems are behind us and the hard work is in front of us.

NEO is our flagship - a home robot designed to move, learn, and operate in the real world alongside real people. We’re not demoing it - we’re shipping it. We’re excited to meet you, if this excites you.

If you’ve spent your career working on problems that matter and want to see them actually reach the world - this is that moment. We’re scaling, we’re hiring with intention, and we need people who want to build something that will genuinely change how humans spend their time - safely creating abundance for all.

About the Team

1X Labs exists to provide the science and technology that enables human-level, general-purpose humanoids.

We are rigorous about identifying the gap between current robotic performance and human capability, then developing the technologies required to close it. Our work spans sensing, actuation, materials, control, and intelligence, with the expectation that fundamental discoveries ultimately become real products.

The Biomechanics function sits at the intersection of biology and engineering. We use biological systems not as templates to copy, but as reference systems that reveal what high-performance interaction, movement, sensing, and adaptation actually require.

Your Charter

Define what human-level performance means in quantitative, engineering-relevant terms and translate those insights into specifications that guide the development of humanoid robots.

You will study biological systems to understand how they generate force, absorb energy, sense contact, maintain stability, and adapt to changing environments. From those observations, you'll develop performance models, scaling laws, and engineering targets that influence the design of actuators, sensors, materials, mechanisms, and control systems.

As a Biomechanics Researcher, your work will help ensure that engineering decisions remain grounded in the realities of biological performance rather than arbitrary technical metrics.

Key Outcomes
  • Develop quantitative performance models that define human-level capability across locomotion, manipulation, sensing, and physical interaction

  • Establish engineering specifications and benchmarks derived from biological systems that directly influence hardware and software development

  • Design and execute experiments that reveal the mechanisms underlying biological performance and adaptation

  • Identify performance gaps between robotic systems and biological reference systems, providing actionable guidance for closing them

  • Enable cross-functional teams to make better design decisions by translating biological insights into practical engineering constraints and opportunities

Key Competencies
  • Deep expertise in biomechanics and biological performance analysis

  • Ability to translate biological observations into engineering models, specifications, and design requirements

  • Strong experimental mindset with experience designing, instrumenting, and analyzing complex physical systems

  • Ability to work effectively across multiple disciplines including robotics, controls, materials, sensing, and mechanical systems

  • Intellectual rigor combined with the ability to operate effectively in highly ambiguous research environments

Minimum Requirements
  • PhD in Biomechanics, Biomedical Engineering, Mechanical Engineering, or a closely related field with 5+ years of experience.

  • Demonstrated expertise beyond descriptive biomechanics, with a focus on modeling, quantitative analysis, or engineering applications

  • Strong secondary background or hands-on experience in robotics, controls, materials, mechanical systems, or related engineering disciplines

  • Proven ability to translate biological insights into actionable engineering specifications or performance targets

  • Strong experimental experience, including test design, instrumentation, data collection, and analysis

Preferred Skills
  • Experience developing quantitative models of biological motion, force generation, sensing, or adaptation

  • Experience working with robotics, electromechanical systems, or advanced hardware platforms

  • Familiarity with CAD, simulation environments, and engineering analysis tools

  • Strong proficiency in Python or similar tools for modeling, analysis, and scientific computing

Experience studying biological materials, soft tissues, tactile systems, or locomotion dynamics

What does a successful 1X Team Member look like?

Team members at 1X who thrive here are builders. They move fast, own their work completely, and treat time like it’s the one thing you can’t get back - because it is. They say what they mean, finish what they start, and hold themselves to a standard before anyone has to ask. We push each other to be better, and we do it with honesty and respect.

Within 1X Labs, successful researchers are deeply grounded in their domain while remaining capable of influencing adjacent fields. They use evidence to drive decisions, seek fundamental understanding rather than surface-level optimization, and care deeply about whether their insights survive contact with real systems, real products, and real-world constraints.

Compensation Range

$200,000 - $250,000 + Equity

Benefits
  • Comprehensive medical, dental, and vision coverage

  • Generous paid time off, company holidays, and parental leave

  • 401(k) plan with company match (100% on the first 3% of contributions, 50% on the next 2%)

  • Flexible Spending Accounts (FSA) and Health Savings Accounts (HSA) options

  • Commuter benefits (transit and parking)

  • Short-term and long-term disability, and life insurance

  • Employee Assistance Program (EAP) for mental health, financial, and personal support

  • Onsite snacks and catered lunches

Equal Opportunity Employer

1X is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, gender, gender identity or expression, sexual orientation, national origin, ancestry, citizenship, age, marital status, medical condition, genetic information, disability, military or veteran status, justice system impact, or any other characteristic protected under applicable federal, state, or local law.

How we rate this

Biomechanics Researcher at 1X rates 65 out of 100 for how much of the daily work is AI. That makes it Works on AI (AI Level 3 of 4). The level is about AI in the job, not seniority.

Classification

Works on AI. The daily work is on AI products, without building the model.

  1. ●●●● Builds AI80 to 100
  2. ●●●○ Works on AI60 to 79
  3. ●●○○ Uses AI40 to 59
  4. ●○○○ Little AI0 to 39

Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.

Prepare for this job

Built from this posting and from similar jobs on Level.

Skills and AI tools this role asks for

BiomechanicsPerformance ModelingQuantitative AnalysisBiomechanics ModelingRobotics

Questions you could be asked

  1. Tell me about a project where biomechanics was part of your work. What did you do?
  2. Tell me about a project where performance modeling was part of your work. What did you do?
  3. Tell me about a project where quantitative analysis was part of your work. What did you do?
  4. What's a project where you used Biomechanics Modeling hands-on?
  5. Walk me through how you've used Robotics in your day-to-day work.

Adapt your resume

  • List these exact terms on your resume: Biomechanics, Performance Modeling, Quantitative Analysis, Biomechanics Modeling, and Robotics. An applicant tracking system matches the wording, not the idea.
  • Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
  • Show where AI is part of your daily process, not a one-off project. This role expects it to be a running habit.

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