Arm’s Machine Learning Research Team identifies and investigates emerging ML technologies and applications and evaluates how to creatively deploy them wherever computing happens; from always-on sensors, to mobile phones, and to the cloud. You will be given the opportunity to work within the rapidly-growing ML field and to deliver underlying technology to deploy creative applications on Arm IP at the center of the world’s most ubiquitous compute platforms.
ML research adds extra dimensions to the already challenging problems of tomorrow – providing top model accuracy while optimizing for energy consumption on embedded devices, maintaining QoS across a wide variety of mobile hardware, and scaling ML to billions of connected devices in the Internet of Things. The ML research team collaborates with product teams to deliver industry leading hardware and software solutions to Arm’s partners. The team also works closely with leading ML university researchers to track and collaborate on emerging technology.
We are looking to add extraordinary researchers to Arm’s Machine Learning research team. You will have the opportunity to influence real products through ground breaking research. You will also be afforded the freedom to develop new skills, collaborate with academic partners, and publish research results.
What will I be accountable for?
Advancing the state of the art in key application areas, such as, natural language processing, computer vision, object tracking, and motion planning
Identifying and investigating key machine learning technologies and algorithms, such as distributed training and inference, and assessing how they’ll impact our products and partners
Reporting and presenting research findings and experimental results to key partners
Publishing and/or open source the results of your research to contribute to the overall ML ecosystem
Developing and optimizing ML algorithms with an emphasis on energy-constrained devices
Collaborating with our product teams to develop new IP – architecture, hardware, and software
Prototyping hardware and software solutions
If you have an established track record in these areas and have exceptional skills to develop creative research agendas and execute projects successfully, you could be an extraordinary fit to join our team.
What skills, experience, and qualifications do I need?
MS or PhD in machine learning, computer science, mathematics, physics or equivalent
Deep understanding of machine learning/deep learning
Hands-on experience developing foundational Machine Learning technology, including algorithms, models, training, optimization
Published at premier ML conferences, such as, NeurIPS, ICML, ICLR, CVPR, SysML, etc.
Understanding of CPU, GPU, and NN accelerator architecture is a plus
Strong programming skills
Scientific, data-driven, objective mindset
Desired behaviors for this role
Arm is proud to have a set of behaviors that reflect our visionary culture and guide our decisions, defining how we work together to defy ordinary and craft extraordinarily. These behaviors are assessed during the recruitment process
We Not I
Take daily responsibility to make the Global Arm community thrive
No individual is responsible for the right answer. Brilliance is collective
Information is crucial, share it
Realize that we win when we collaborate — and that everyone misses out when we don’t
Passion for Progress
Our differences are our strength. Widen and mix up the pool of people you connect
Difficult things can take unexpected directions. Stick with it. Make feedback positive and expansive, not negative and narrow
The essence of progress is that it can’t stop. Grow with it and be responsible for your own progress
Be Your Brilliant Self
Be quirky not egocentric
Recognize the power in saying ‘I don’t know”
Make trust our default position
Hold strong opinions lightly
multinational semiconductor company