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Graduate ML Hardware Modelling Engineer

Job ID 2026-18437 Date posted Oct. 13, 2026 Location Raanana, Israel Category Hardware Engineering, Graduate Apply

Job Overview:

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. To do this 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 designs, you’ll share ideas with and learn new skills from the best engineers in the world. 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 could be doing as an ML Hardware Modelling Engineer:

The team in Raanana is responsible for machine learning hardware and software IP.

Our next generation NPU development starts in the HW modelling platform and as a graduate HW Modelling engineer, you will develop/design/architect new features and evaluate their performance. You will work closely with the ML HW design and verification teams, contributing to the design, specification and verification of the product. You will also assist the compiler team to ensure the HW is run at optimal performance and support the model as an external deliverable in customer engagements.

As a Graduate Engineer, you are accountable for delivery of well-tested, high quality code to ML HW modelling projects, as well as cooperating with the HW design and verification team to debug issues and support development.

We are looking for individuals who:

  • Hold (or are on track to hold) a degree by the programme start date. This can be Bachelors or Master’s degree or equivalent experience in Machine learning, Electrical Engineering, Software Engineering, 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 collaborate 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 design and/or modelling
  • Knowledge of agile SW development methods
  • Knowledge of Machine Learning applications and frameworks
  • Understanding of signal processing and control system

Additional Information:

We encourage early applications as we review them on a first come/first served basis. Please apply as soon as you feel ready.

Please provide an academic transcript as part of your application.

In Return:

In addition to a competitive salary and comprehensive rewards package, you'll also receive the support, autonomy and opportunity to excel in your career.

With a mid-year, and year-end review you'll have two windows each year to progress recognizing the pace at which you could grow. Attend our "Grad-teach-Grads" workshops, guest speaker series and various social events to expand your knowledge. Want to take this a step further? Join our Graduate Committee and home in on your planning, networking and co-ordination skills.

You'll also be invited to our exclusive Global Graduate Conference (GGC)! A yearly occurrence exclusive for Graduates allowing you to hear from executive members, inspiring speakers and make connections for life.

With many of our leaders and technical specialists having originally joined as a Graduate, will you be next?

#LI-NB1

Key Program Information

Gain access to Global Graduate Conference; our UK keynote event that connects Arm graduates from all over the world

Receive hands-on experience by working on exciting cutting-edge projects

Explore potential rotation opportunities within or across Groups to broaden your horizons

Build meaningful connections and find your community in our vibrant inclusive environment

Priortize your wellbeing benefiting from Arm’s health and wellness support, including our quarterly Day of Care

Take part in our global and regional activities, ranging from inspiring speakers to skill development sessions

Drive change on Arm

At Arm, you'll influence 100% of the world's connected devices and all their applications. From healthcare and infrastructure to virtual reality, you'll affect nearly all industries worldwide, racing toward new milestones and achievements together.

Revolutionary Benefits

Health and Wellness

We create a safe space for you to nurture both your physical and mental wellbeing.

Work and Life Success

We empower people to experience life beyond the boundaries of standard work patterns.

Financial Rewards

We provide benefits beyond a competitive salary to reward our people for their dedication and contributions.

Development and Support

We foster professional and personal development, building a supportive community where everyone can thrive.

Life at Arm

Life in the office doesn’t get any better, especially when those offices are as sleek as ours and the people in them are innovative and supportive. Combine that with our focus on delivering as One Arm, and you’ll experience the kind of collaboration and togetherness that’s rare to find elsewhere. We share so much in common, not least a passion for progress, but we also celebrate each other's diversity.

Discover Life at Arm

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