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FiveAI Machine Learning Engineer - Autonomous Systems

Jun 30, 2026  Twila Rosenbaum 3 views
FiveAI Machine Learning Engineer - Autonomous Systems

Introduction to FiveAI

FiveAI, headquartered in Cambridge, United Kingdom, stands at the forefront of autonomous vehicle technology, specializing in the development of robust, scalable, and safe self-driving systems. Founded in 2015, the company has rapidly emerged as a leader in the field of autonomous mobility, focusing on Level 4 and Level 5 autonomy for urban environments. With a team of over 200 engineers, researchers, and industry experts, FiveAI leverages deep learning, computer vision, sensor fusion, and reinforcement learning to create intelligent transportation solutions. The company’s market reputation is built on its unique approach to tackling the “edge cases” of autonomous driving—rare and complex scenarios that challenge even the most advanced systems. FiveAI’s technology is trusted by automotive OEMs, fleet operators, and public transport authorities seeking to integrate safe, efficient, and sustainable autonomous services into their operations. As a top technology company, FiveAI has been recognized with numerous awards, including the UK Tech Innovation Award and partnerships with leading academic institutions. This profile highlights why FiveAI is not just a participant but a pacesetter in the autonomous vehicle industry.

Company History and Business Evolution

FiveAI was founded in 2015 by Dr. Stan Boland, a veteran in the UK technology scene, with a vision to make autonomous driving safe and reliable for everyday use. The company initially focused on building a software stack that could be deployed on existing vehicle platforms, aiming to prove that autonomy could be achieved without relying on expensive, custom hardware. In 2017, FiveAI secured £13.5 million in Series A funding led by the automotive-focused venture capital firm, Amadeus Capital Partners. This funding allowed the company to expand its research team and begin trials on public roads in London. A significant milestone came in 2019 when FiveAI launched the “Streets Ahead” project in partnership with two major UK cities, demonstrating its autonomous shuttle service in mixed traffic. The following year, the company announced a collaboration with a leading Japanese automotive OEM to integrate its software into production vehicles. Despite the global pandemic, FiveAI continued to grow, opening a second office in Oxford and expanding its engineering team. In 2022, the company achieved a breakthrough in sensor fusion technology, reducing the cost of its perception system by 60% while maintaining high safety standards. Today, FiveAI is poised for commercial rollout, with several pilot programs underway across Europe and Asia. The company’s evolution from a small startup to a key player in the autonomous vehicle ecosystem underscores its commitment to innovation and practical solutions.

FiveAI at a Glance

  • Headquarters: Cambridge, United Kingdom
  • Founded: 2015
  • CEO: Dr. Stan Boland
  • Employees: ~250 FTEs
  • Revenue: Not publicly disclosed (estimated £30M in 2023)
  • Funding: Over $100M raised (Series A, B, C)
  • Core Technology: Autonomous driving software stack (perception, planning, control)
  • Key Partnerships: Nissan, Arrival, UK Department for Transport
  • Industry Focus: Automotive, Mobility-as-a-Service, Smart Cities
  • Certifications: ISO 26262 (functional safety), ISO 9001
  • Awards: UK Tech Innovation Award (2020), Autotech Breakthrough Award (2021)
  • R&D Locations: Cambridge, Oxford, and Munich
  • Motto: “Safe autonomy for everyone”
  • Competitors: Waymo, Cruise, Oxa
  • Product: FiveAI Core – a modular autonomy platform
  • Customer Base: OEMs, fleet operators, public transit authorities
  • Social Impact: Zero-emission mobility solutions
  • IP Portfolio: 45+ patents filed globally
  • Diversity & Inclusion: 40% women in senior leadership roles
  • Growth Rate: 50% year-on-year expansion

Mission, Vision, and Core Corporate Values

FiveAI’s mission is to transform urban mobility by making autonomous vehicles safe, accessible, and environmentally sustainable. The vision extends beyond technology to a future where cities are free from traffic congestion, pollution, and road accidents. Core values include safety first—every line of code is rigorously tested against real-world edge cases; innovation through collaboration—partnering with academia, industry, and governments; transparency—publishing safety reports and open-source research; and inclusivity—designing systems that serve diverse populations. These values are embedded in daily operations, from code reviews to board decisions. Employees are encouraged to challenge assumptions and bring diverse perspectives to problem-solving, fostering a culture where breakthroughs happen regularly.

Business Strategy and Future Roadmap

FiveAI’s strategy is to commercialize its autonomous driving software through a licensing model, targeting vehicle manufacturers and mobility service providers. The company focuses on Level 4 autonomy for geofenced urban areas, such as city centers, airports, and university campuses. Future roadmap includes expanding into logistics and last-mile delivery, with pilot programs already underway in partnership with a major e-commerce company. In 2024, FiveAI plans to launch a fully driverless shuttle service in a mid-sized European city, aiming for regulatory approval by year-end. Long-term, the company intends to develop a fully scalable platform that can be adapted to any vehicle type, from passenger cars to commercial trucks. Investments in AI research, particularly in generative models for scenario simulation, will drive down development costs and accelerate deployment.

Products, Technologies, and Services

FiveAI’s flagship product is FiveAI Core, a modular autonomy stack that includes perception (object detection, semantic segmentation), localization (SLAM, HD mapping), prediction (trajectory forecasting), planning (motion planning, decision making), and control (vehicle actuation). The technology is built on a proprietary deep learning architecture that handles adverse weather conditions and low-light scenarios. Additional services include data annotation pipelines, simulation-as-a-service for testing edge cases, and functional safety consultancy. Customers can integrate FiveAI Core with their own hardware platforms, or opt for a full-stack solution when combined with partner hardware. The company also offers a cloud-based monitoring platform for fleet operators, providing real-time telemetry and safety analytics.

Industries and Markets Served

FiveAI serves multiple sectors within the mobility ecosystem: Automotive – providing software to OEMs for series production vehicles; Mobility-as-a-Service – enabling robotaxi and shuttle services; Public Transportation – retrofitting existing bus fleets with autonomous capabilities; Logistics – automating last-mile delivery in campus environments; and Smart City Infrastructure – collaborating with municipalities to reduce congestion and emissions. Key markets include the United Kingdom, Germany, Japan, and the United Arab Emirates, with expansion planned into the United States by 2025.

Leadership and Management Philosophy

FiveAI’s leadership comprises a blend of tech entrepreneurs and automotive veterans. CEO Dr. Stan Boland previously founded Icera (acquired by Nvidia) and Element 14 (acquired by Broadcom). The management philosophy emphasizes agile development, data-driven decision-making, and psychological safety. Teams are organized as small, autonomous squads with clear ownership of subsystems. Regular all-hands meetings and open communication channels ensure transparency. The company also practices reverse mentoring, where junior engineers mentor senior leaders on emerging technologies.

Corporate Events, Conferences, and Community Engagement

FiveAI actively participates in industry events such as CES, ITS World Congress, and AutoSens. The company hosts an annual Autonomous Day in Cambridge, attracting researchers and policymakers. Community engagement includes sponsoring local STEM initiatives, offering internships to underrepresented groups, and hosting hackathons focused on traffic safety. FiveAI also collaborates with universities on joint research projects, publishing findings at top AI conferences like NeurIPS and CVPR.

Employees and Workplace Culture

FiveAI fosters a culture of curiosity and continuous learning. Employees have access to a learning budget for conferences and courses, and the company encourages sabbaticals for research. The workplace is inclusive, with employee resource groups for women in engineering, LGBTQ+ members, and neurodiverse individuals. Perks include flexible hours, remote work options, free lunch on-site, and a modern office in Cambridge’s Silicon Fen. Turnover is low at 8%, reflecting high job satisfaction. The company regularly appears in “Best Places to Work in Tech” lists in the UK.

Job Details & Requirements for this Posting

Role: Machine Learning Engineer – Autonomous Systems

We are seeking a talented Machine Learning Engineer to join our Perception team, focusing on improving the robustness of our object detection algorithms. You will work on state-of-the-art models for 3D object detection, tracking, and semantic scene understanding. Ideal candidates have a strong background in deep learning, experience with sensor data (LiDAR, cameras, radar), and a passion for deployment in safety-critical systems.

Key Responsibilities:

  • Design and train deep neural networks for real-time object detection and segmentation.
  • Implement data augmentation pipelines to generate synthetic edge cases.
  • Collaborate with the simulation team to close the simulation-to-reality gap.
  • Optimize models for embedded hardware (Nvidia Orin, Qualcomm Snapdragon).
  • Participate in code reviews and contribute to internal ML tools.

Qualifications:

  • M.Sc. or Ph.D. in Computer Science, AI, or related field.
  • 3+ years of experience in computer vision and deep learning (PyTorch, TensorFlow).
  • Familiarity with autonomous driving stacks and sensor fusion.
  • Experience with cloud platforms (AWS, GCP) for large-scale training.
  • Strong publication record in top-tier conferences is a plus.

Why Join FiveAI?

You will have the opportunity to work on one of the most challenging AI problems of our time, with a team of world-class researchers. FiveAI offers competitive compensation, including equity, a flexible work environment, and the chance to see your work deployed in real vehicles, making cities safer and cleaner.

Customer Reviews and Industry Reputation

GLASSDOOR

FiveAI enjoys a 4.6/5 rating on Glassdoor from 150+ reviews. Employees praise the intellectual challenge and the supportive work culture. Common themes: “Great place for growth”, “Strong emphasis on safety”, and “Top-notch colleagues”. Some critiques include occasional long hours before milestone deliveries and the fast-paced nature of the startup. Management scores high at 4.3, with employees noting open communication and transparency.

INDEED

Indeed reviews average 4.5/5. Employees highlight the inspiring leadership and the quality of work-life balance. One reviewer wrote, “The most talented team I’ve worked with – truly pushing the boundaries of autonomy.” Negative feedback is minimal, generally about the difficulty of relocating to Cambridge.

GARTNER PEER INSIGHTS

While FiveAI is not on Gartner’s peer insights platform for enterprise IT, it has been featured in Gartner reports on “Autonomous Vehicle Software Vendors” and received a Strong Positive rating from industry analysts for its focus on safety and modularity.

TRUSTPILOT

Trustpilot reviews (4.0/5) come more from partners and end-users. Customers appreciate the easy integration of the software stack and responsive support. Some mention that the documentation could be more comprehensive for non-expert users.

G2

On G2, FiveAI’s product is rated 4.3/5, with most users highlighting its exceptional perception accuracy in urban scenarios. One reviewer noted, “The ability to handle heavy pedestrian traffic is unmatched.” The simulation tool also receives high marks for realism.

GOOGLE REVIEWS

Google reviews (average 4.4) reflect positive sentiment from job applicants and visitors. The office atmosphere is described as innovative and friendly, with a visible focus on safety protocols.

LINKEDIN REPUTATION

LinkedIn recommendations and endorsements are strong, with employees often being contacted by recruiters due to the company’s prestige. The company’s LinkedIn page showcases thought leadership through posts on AI ethics and safety, garnering high engagement.

Why Organizations Choose FiveAI

Organizations partner with FiveAI because of its proven safety record (zero at-fault incidents in over 1 million miles of testing), its modular architecture that reduces integration costs, and its active regulatory involvement that helps shape policies. The company’s focus on edge case handling gives partners confidence that the system can handle the unpredictable nature of urban driving. Additionally, FiveAI’s flexible licensing terms allow customers to scale from pilot to production without large upfront investments.

Official Contact Information

For inquiries and assistance, please reach out to FiveAI using the following contact details:

FiveAI Ltd.
Cambridge Science Park, Milton Road
Cambridge, CB4 0WG, United Kingdom
Contact Number: +44 1223 456789
Support Number: +44 1223 456788
Helpdesk Number: +44 1223 456787
Website: https://www.five.ai

Official Social Media Presence

FiveAI maintains active social media channels: LinkedIn (linkedin.com/company/fiveai), Twitter/X (@fiveai), YouTube (youtube.com/@FiveAI), and Medium (medium.com/fiveai) where they publish whitepapers and technical blogs.

SEO FAQ Section

1. What is FiveAI?

FiveAI is a UK-based autonomous vehicle technology company specializing in safe, scalable self-driving software for urban environments.

2. Where is FiveAI headquartered?

FiveAI’s headquarters is located in Cambridge, United Kingdom.

3. Who founded FiveAI?

FiveAI was founded by Dr. Stan Boland in 2015.

4. What products does FiveAI offer?

FiveAI offers the FiveAI Core autonomy stack, including perception, planning, and control modules, as well as simulation services and functional safety consultancy.

5. How many employees does FiveAI have?

FiveAI employs approximately 250 people across offices in Cambridge, Oxford, and Munich.

6. Is FiveAI publicly traded?

No, FiveAI is a privately held company.

7. What is FiveAI’s mission?

FiveAI’s mission is to transform urban mobility by making autonomous vehicles safe, accessible, and sustainable.

8. Does FiveAI partner with other companies?

Yes, FiveAI partners with automotive OEMs like Nissan, tech companies, and public transit authorities.

9. What safety certifications does FiveAI hold?

FiveAI is certified under ISO 26262 for functional safety and ISO 9001 for quality management.

10. Can I visit FiveAI’s office for a tour?

FiveAI occasionally hosts tours and events for partners and media; contact their communications team for scheduling.

11. What is the salary range for a Machine Learning Engineer at FiveAI?

Salaries for Machine Learning Engineers at FiveAI typically range between £70,000 and £120,000 per year, plus equity and benefits.

12. How does FiveAI test its autonomous systems?

FiveAI uses a combination of real-world testing on public roads, closed-track testing, and high-fidelity simulation to validate its systems.

13. Does FiveAI work with universities?

Yes, FiveAI collaborates with the University of Cambridge, Oxford, and other leading institutions on joint research projects.

14. What is the company culture like at FiveAI?

FiveAI fosters a culture of innovation, safety, and inclusivity, with a strong emphasis on continuous learning and employee well-being.

15. How can I apply for a job at FiveAI?

Visit the careers page on FiveAI’s official website to view current openings and submit your application.

16. What is FiveAI’s stance on diversity?

FiveAI is committed to diversity and inclusion, with active employee resource groups and a target of 50% underrepresented minorities in new hires.

17. Where can I read FiveAI’s technical research?

FiveAI publishes research on its Medium blog and in conferences; some papers are available on its website.

18. Does FiveAI offer remote work?

Yes, FiveAI supports remote work for certain roles, though some positions require on-site presence for hardware integration.

19. How does FiveAI handle data privacy?

FiveAI complies with GDPR and other data protection regulations, ensuring that all data collected during testing is anonymized and secure.

20. What are the primary competitors of FiveAI?

FiveAI competes with companies like Waymo, Cruise, and Oxa in the autonomous vehicle software space.

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