AI Autonomy Engineer

AlleyCorp; San Jose (CA); On-site; USD 160,000 - 235,000; Full time

Job summary

Archer Aviation in Silicon Valley seeks an AI Autonomy Engineer to bring intelligent, learned behavior to real aircraft by building and deploying vision-language and multimodal models that let Archer's aircraft perceive, reason, and navigate the real world.

You will advance models from prototype to deployed components running on edge hardware, under real latency and power constraints, collaborating with Safety/Simulation teams. Base pay targets $160,000–$235,000 with pay-for-performance.

Qualifications

• 8+ years of experience related to position minimum.
• MS, PhD, or equivalent in Computer Science, Robotics, or related field; strong applied ML depth.
• Hands-on experience building, fine-tuning, and/or integrating vision-language or VLA models.
• Solid grasp of transformer architectures and multimodal foundation models; fine-tuning strategies.
• Proficiency with PyTorch; experience in model-serving end-to-end.
• Real 0→1 experience—first version of something new.
• Comfort with ambiguity and lack of fully scoped program.

Responsibilities

• Develop and integrate multi-model systems; VLN/VLA, perception, and language models.
• Design benchmarks, measure success vs baselines, report comparisons transparently.
• Fine-tune and adapt foundation models; tradeoffs as needed.
• Validate via data-driven testing in simulation, on hardware, and in flight tests.
• Take models from prototype to deployed, running on edge hardware under latency/power constraints.

Skills

Vision-language models

Multimodal ML

PyTorch

Transformer architectures

Model serving

Edge deployment

Data-driven testing

Prototype to deployment

Education

MS/PhD in CS/Robotics

Equivalent experience

Tools

Jetson-class devices

Job description

Headquartered in Silicon Valley, California, Archer is a leader in the next-gen aerospace sector building an end-to-end advanced air mobility platform that delivers air taxis, unmanned aircraft systems (“UAS”), aviation-related physical artificial intelligence (“AI”) solutions, and other technologies to customers worldwide across the commercial aerospace and defense sectors.

Our sights are set high and our problems are hard, and we believe that diversity in the workplace is what makes us smarter, drives better insights, and will ultimately lift us all to success. We are dedicated to cultivating an equitable and inclusive environment that embraces our differences, and supports and celebrates all of our team members.

As the AI Autonomy Engineer, you'll be at the forefront of bringing intelligent, learned behavior to real aircraft — building and deploying the vision-language and VLA models that let Archer's aircraft perceive, reason, and navigate in the real world. Please note that we are currently hiring for Senior and Staff level positions.

What You’ll Do:

• Develop and integrate multi-model systems; VLN/VLA, perception, and language models.
• Design benchmarks, measure success and failure modes against internal baselines and published results, and report comparisons transparently.
• Fine-tune and adapt foundation models, weighing tradeoffs clearly at each step.
• Validate through data-driven testing in simulation, on hardware, and in flight test, partnering closely with the Safety and Simulation Engineers who check your model's output.
• Take models from prototype to deployed, monitored components running on edge hardware under real latency and power constraints.

What You Need:

• 8+ years of experience related to position minimum
• M.S., PhD, or equivalent experience in Computer Science, Robotics, or a related field, with strong applied machine learning depth (exceptional BS candidates also considered).
• Hands-on experience building, fine-tuning, and/or integrating vision-language or VLA models.
• Solid grasp of transformer architectures and multimodal foundation models, including the practical mechanics of fine-tuning a pre-trained checkpoint to a new domain.
• Strong with PyTorch (or comparable frameworks); comfortable owning model-serving integration end to end.
• Real 0→1 experience — you've built the first version of something, not just iterated on a mature product.
• Comfort with ambiguity. If you need a fully scoped program before you can start, this won't be a fit.

Bonus Qualifications:

• VLN or embodied-agent navigation experience (aerial, ground, or indoor robotics).
• Experience with reinforcement learning, imitation learning, or self-supervised training for navigation or control.
• Edge deployment experience (NVIDIA Jetson-class or comparable) — measured and tuned inference latency and memory footprint.
• Shipped evaluation tooling or benchmarks that enable data-driven decisions.
• Experience in or alongside a safety-critical or regulated engineering process (aerospace, automotive, medical devices), even outside an ML-specific role.

About The Team:

AI Products is a roughly 100-person software org inside a company of aerospace engineers, and we expect to grow substantially over the next year. You get the resources and momentum of a real org, but the products themselves are early. If you want to hear more about what we're building before you apply, you can't. Apply, and we'll tell you plenty.

At Archer we aim to attract, retain, and motivate talent that possess the skills and leadership necessary to grow our business. We drive a pay-for-performance culture and reward performance that supports the Company’s business strategy. For this position we are targeting a base pay between $160,00.00 - $235,000.00 . Actual compensation offered will be determined by factors such as job-related knowledge, skills, and experience.

Archer is proud to be an Equal Opportunity employer committed to diversity and inclusivity in the workplace. All aspects of employment are decided on the basis of merit, qualifications, and business needs. We do not discriminate based upon race, color, religion, sex, sexual orientation, age, national origin, disability status, protected veteran status, gender identity or any other characteristic protected by federal, state or local laws.

Archer is committed to working with and providing reasonable accommodations to job applicants with physical or mental disabilities, and those with sincerely held religious beliefs. Applicants who may require reasonable accommodation for any part of the application or hiring process should provide their name and contact information to Archer’s People Team at [e-mail]. Reasonable accommodations will be determined on a case-by-case basis.

Information collected and processed as part of any job applications you choose to submit is subject to Archer's Candidate Privacy Policy.

Certain positions may be eligible for visa sponsorship.

Archer is proud to be an Equal Opportunity employer committed to diversity and inclusivity in the workplace. All aspects of employment are decided on the basis of merit, qualifications, and business needs. We do not discriminate based upon race, color, religion, sex, sexual orientation, age, national origin, disability status, protected veteran status, gender identity or any other characteristic protected by federal, state or local laws.

Archer Aviation does not engage with external recruiting agencies/individual recruiters with whom it does not have a prior written agreement. Archer reserves the right to make use of any unsolicited resumes that it receives and bears no responsibility for payment of any fees asserted from the use of unsolicited resumes. If you are a recruiting agency or individual recruiter wishing to do business with Archer, please reach out to [e-mail]. All employment processes are managed by the Archer People Team.