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  • Emplois similaires à : Staff Machine Learning Engineer
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Staff Machine Learning EngineerARM • Austin, Texas, United States
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Staff Machine Learning Engineer

ARM
  • US
    Austin, Texas, United States
  • US
    Austin, Texas, United States
Postuler Maintenant

À propos

Job Overview: The mission of the Central Technology ML (CTML) team is to pioneer and implement the technology roadmap that paves the way for the future of machine learning computing on Arm architecture. We believe that innovative ML technology necessitates joint development across hardware, software, and ML algorithms. We will collaborate on what is the best way to balance among all these constraints?
As a member of the CTML Content and Algorithm team, the candidate will play a key role within the Center of Excellence for Machine Learning. They will actively supply to this joint development initiative, conducting in-depth analyses of complex neural networks on ARM's computing platforms and devising algorithms that will elevate us to the forefront of future.
Responsibilities:
Architecture exploration necessitates the joint development of hardware, software, and algorithms. This role serves as the ML Algorithm expert within the exploration process. This includes algorithm innovation and prototyping to drive and validate architectural features.
Develop hardware‑aware optimization algorithm that can make state‑of‑the‑art networks on Arm platforms including CPU/GPU/NPUs.
Develop in‑depth understanding of current and future ML workload on ARM compute platforms with a focus on their PPA (performance, power, and area).
Required Skills and Experience :
3+ years working in a ML Algorithm Development and/or Optimization environment
A Master or PhD degree in Computer Engineering, Electrical Engineering, Computer Science or other related technical fields
Proficient in computer architecture, basic knowledge of HW and SW design
Experience developing and working with large software systems in programming languages like Python
Knowledge of innovative deep learning libraries such as Tensorflow and Pytorch
Training large deep learning models on powerful GPU‑based systems
Nice To Have Skills and Experience :
ML Model Optimization techniques targeted for resource‑constrained ARM edge compute platforms.
In Return: With a history that spans more than 30 years of innovation and discovery, Arm has become a global computing platform. You will have meaningfully contributed to pushing the thresholds of ML performance across the industry.
Our 10x mindset guides how we engineer, collaborate, and grow. Understand what it means and how to reflect 10x in your work: https://careers.arm.com/en/10x-mindset
Salary Range: $249,900-$338,100 per year
We value people as individuals and our dedication is to reward people competitively and equitably for the work they do and the skills and experience they bring to Arm. Salary is only one component of Arm's offering. The total reward package will be shared with candidates during the recruitment and selection process.
Accommodations at Arm 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.
Equal Opportunities at Arm Arm is an equal opportunity employer, committed to providing an environment of mutual respect where equal opportunities are available to all applicants and colleagues. Arm prohibits discrimination or harassment of any kind based on race/ethnicity, religion, national origin, age, sex, sexual orientation, gender, gender identity and expression, disability, neuro‑diversity, pregnancy, medical condition, marital status, citizenship status, military/veteran status, as well as those characteristics protected by applicable laws, regulations and ordinances.
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  • Austin, Texas, United States

Compétences linguistiques

  • English
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