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ML Modelling Team Lead
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Hardware at Arm
You know us. With 125 Arm-powered products shipped every second, we'll be in a over a trillion smart devices by 2035. Your smartphone, award-winning VR gaming, the world's fastest supercomputer – our engineers are designing the advanced core processors leading the race towards a connected, autonomous, hyper-performance future.
So, we promise you endless opportunities to experiment and go even further in hardware. From advanced core implementation to full custom physical IPs, here you'll have our backing to push limits in vital areas such as memory, IO and logic.
One benefit we're really proud of is FlexPot; a sum of money on top of your salary (which is the same value regardless of your seniority) which you can use for charitable giving, development or your personal wellbeing. Ready to start that French language course you've always wanted to do? Or are you a keen gym-goer and want to use it for a membership? There's lots different of ways to enjoy your Flexpot.
We'll always encourage you to take plenty of annual leave, so you stay fresh and inspired. But you know what really does it? When we encourage you to take an extended, paid 4 weeks' sabbatical after 4 years of service. You could even combine your FlexPot allowance with your sabbatical and volunteer overseas!
You're a human being, not a resource. And so it's important to us that we're there for you at significant points in your life. That's why we offer flexible progressive leave. Whether you're having kids, acting as a primary care giver or have lost a loved one, you'll be able to put your family first without worrying about your career.
We create a safe space for you to look after your mental and physical health, with support ranging from medical insurance to the workplace mental health platform Unmind. Alongside a growing number of onsite gyms, yoga, cycling and running clubs. All of which comes with a flexible working policy to ensure you can live life and be your brilliant self.
We have a fantastic opportunity to move into Machine Learning and Artificial Intelligence, key technologies for the future of computing. Working on the cutting edge of 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!
The team in Lund is responsible for machine learning hardware and software IP.
Our next generation NPU development starts in the HW modelling platform and as a senior HW Modelling engineer, you will work/develop/design/architect new features and evaluate their performance. You will be working closely with the ML HW design and verification teams to contribute to the design, specification, and verification of the product. You will also be assisting the compiler team to ensure the HW is run at optimal performance and supporting the model as an external deliverable in customer engagements. As the Model Lead you are expected to be able to take lead on larger work-packages and to mentor more junior engineers in your role as their line manager.
For a sneak peek of ARM Lund, please have a look at the following video: http://bit.ly/2kxWMXp
- Master’s or PhD degree in Machine learning, Electrical Engineering, Engineering Physics, Computer Science, or similar technical field.
- Experienced in HW design and/or modelling
- Strong analytical skills, eagerness to find innovative solutions to complex problems.
- Comfortable working in a fast paced and dynamic environment
- Like to work in an environment where you cooperate closely in a diverse team of colleagues, together striving to fulfil common targets.
- Strong programming skills (C, C++, Python).
- Line management experience and a passion for leadership and coaching of junior engineers.
- Experienced in SystemC and HLS flows
- Source control skills (Git, Gerrit, Repo)
- Worked and developed using methods like agile SW development, continuous integration and Test driven development.
- Experience with Machine Learning applications and frameworks
- Some experience in compiler development
- Sound understanding of signal processing, control system.
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 any characteristic.
Life at Arm
Life in the office doesn't get any better. Especially when those offices are as sleek as ours. And the people are as creative and intuitive. Combine that with our popular ‘we, not I' mindset and you enjoy the kind of teamwork and togetherness rarely found elsewhere. We share so much in common, not least the same passion for progress, but we also welcome each other's diversity. Because, ultimately, we love to inspire and be inspired every day.
Everything Made Possible
Just how far do the possibilities of Arm's tech stretch? AI, Machine Learning, IoT… billions of people use our technology every day, spanning countless nations, industries and applications. Most people run their lives on Arm technology. So, you see: you really do know us.