Graduate ML Hardware Modelling Engineer

Job ID 2026-18440 Date posted Oct. 28, 2026 Location Lund, Sweden Category Machine Learning, Graduate We have a fantastic opportunity to move into Machine Learning and Artificial Intelligence, key technologies for the future of computing. Working on innovative Arm IP, crafting technology that powers the next generation of mobile apps, portable devices, home automation, smart cities, self-driving cars, and much more! Arm is entering a new growth phase to develop innovative technologies and products for existing and new markets. We need hardworking and motivated people to join our team. Working with the world’s best companies as they build sector-leading products from our inventions, you’ll share ideas with and learn new skills from top engineers globally. We work in small teams, so your contributions will make a difference. This role offers the opportunity to lead, challenge the status quo, and ultimately change the world of ML and AI! What you might be working on as a Graduate? Our next generation NPU development begins on the HW modelling platform. As a graduate HW Modelling engineer, you will develop and build new features and assess their performance. You will collaborate closely with the ML HW design and verification teams, contributing to the architecture, specification, and verification of the product. You will also support the compiler team to ensure the HW runs efficiently and help maintain the model as an external deliverable in customer engagements. In the role of a Graduate Engineer, you are responsible for delivering well-tested, high-quality code for ML hardware modelling projects and will work together with hardware design and verification teams to debug problems and assist development. We are looking for individuals who:

• Hold (or are on track to hold) a degree by the programme start date. This can be a Master’s or PhD degree in Machine learning, Electrical Engineering, Engineering Physics, Computer Science, or similar technical field.
• Strong analytical skills, eagerness to find innovative solutions to complex problems.
• Comfortable working in a fast paced and dynamic environment.
• Enjoy working in an environment where you cooperate closely in a diverse team of colleagues, striving together to reach common targets.
• Genuine interest and strong skills in programming (preferably C, C++).

Qualities that will help your application stand out:

• Source control skills (Git, Gerrit, Repo).
• Understanding of SystemC and HLS flows.
• Understanding of HW build and/or modelling.
• Knowledge of agile SW development methods.
• Knowledge of Machine Learning applications and frameworks.
• Understanding of signal processing and control systems.

Additional Information: We encourage early applications as we review them on a first come/first served basis. Please provide an academic transcript as part of your application. Please note that relocation support is available for this role for domestic moves within the country and regional moves within Europe. Visa sponsorship support is also available for candidates who require it. In Return: You’ll receive a starting salary of SEK 545,000 (Bachelor level) or SEK 555,000 (Master level), alongside a comprehensive rewards package. As you develop in role, you’ll have clear opportunities to progress within the salary range at Arm. With mid-year and year-end reviews, you’ll have two formal progression windows each year, recognising your growth. You can also attend our “Grad-teach-Grads” workshops, guest speaker series, and social events to expand your knowledge. If you’d like to get more involved, you can join the Graduate Committee to further develop your planning, networking, and coordination skills. You’ll be invited to our Global Graduate Conference (GGC) — an annual event where graduates hear from executive leaders, guest speakers, and build lasting connections. With many of our leaders and technical specialists having originally joined as a Graduate (opens in new window), will you be next? #LI-SS1 |Build and optimise next-generation ML hardware models, collaborate with design and verification teams, solve complex challenges, and shape innovative Arm technology powering future AI products.| Our 10x Mindset At Arm, we believe progress happens when people are empowered to think bigger and push beyond what seems possible. Our 10x mindset is about curiosity, ambition and creating impact that will be used by millions. We learn fast, prioritise collaboration and turn bold ideas into real technology. We look for people who are inspired by this way of working and want to grow in an environment where bold ideas are welcomed. Discover how the 10x mindset shapes life at Arm: https://careers.arm.com/10x-mindset (opens in new window) Use of AI in Your Application At Arm, we embrace the benefits AI can bring, including in recruitment. You may use AI to support your preparation, such as improving the clarity of written responses, practicing interview questions, or learning more about our industry. However, your application and interview responses must reflect your own thinking, experience, and abilities. We want to understand your authentic perspective, creativity, and approach to problem solving. As such, you may not use AI to complete assigned tasks as part of any assessments. If you plan to use AI-supported or assistive technologies as part of a reasonable adjustment, please contact accommodations@arm.com so we can support you. Recruitment Adjustments and Accommodations At Arm, we want to build extraordinary teams. If you need an adjustment or an accommodation during the recruitment process, please email accommodations@arm.com. To note, by sending us the requested information, you consent to its use by Arm to arrange for appropriate accommodations. All accommodation or adjustment requests will be treated with confidentiality, and information concerning these requests will only be disclosed as necessary to provide the accommodation. Although this is not an exhaustive list, examples of support include breaks between interviews, having documents read aloud, or office accessibility. Please email us about anything we can do to accommodate you during the recruitment process. Hybrid Working Arm’s approach to hybrid working is designed to create a working environment that supports both high performance and personal wellbeing. We believe in bringing people together face to face to enable us to work at pace, whilst recognizing the value of flexibility. Within that framework, we empower groups/teams to determine their own hybrid working patterns, depending on the work and the team’s needs. Details of what this means for each role will be shared upon application. In some cases, the flexibility we can offer is limited by local legal, regulatory, tax, or other considerations, and where this is the case, we will collaborate with you to find the best solution. Please talk to us to find out more about what this could look like for you. Equal Opportunities Arm is an equal opportunity employer, committed to providing an environment of mutual respect where equal opportunities are available to all applicants and colleagues. We are a diverse organization of dedicated and innovative individuals, and don’t discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran. Salary Range: 478,700 kr

• 647,700 kr

per year