Senior ML Engineer
ARM

Job Info

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Role Overview

Are you interested in empowering Arm's engineering teams to building products using the power of machine learning and statistics? Are you passionate about working in a team that thrives on creativity, innovation, and diversity?

Arm is using Machine Learning and Data Science techniques to empower our engineers to make data-driven decisions and is building automated workflows that enable our engineers to deliver more complex products. Based in the "Machine Learning for Verification" (ML4V) team in Arm's Productivity Engineering group, this role will enable you to directly impact Arm's engineering processes and will help improve future generations of Arm-based technology used by 70% of the world's population.

As a Senior ML Engineer, you will be working across Arm engineering workflows ensuring that our solutions are optimized and delivering maximum value. You will be part of a highly interdisciplinary team that deliver compute, data science, research, and engineering. You will be responsible for productizing data pipelines and models and deploying them into a production environment so that they deliver the maximum value to our teams. Because we have such a diverse team, with many areas of speciality, there will be opportunities to mentor and coach, as well as to develop your own knowledge and understanding.

Our technical stack leverages open-source python libraries, using distributed compute across on-prem and cloud environments.
Responsibilities:

• Building and optimising ML processes across the whole ML lifecycle, from proof-of-concept to production
• Writing and deploying scalable and resilient solutions
• Collaborating with our diverse teams including compute, data science, and research
• Communicating your work to technical and non-technical stakeholders

Required Skills and Experience:

• Demonstrable experience using python to deploy and run machine learning processes in a production environment.
• Proven knowledge of statistics and machine learning (eg, Dimensionality Reduction, Hypothesis Testing, Imputation, Clustering methods, Tree Based Algorithms, Neural Networks)
• Experience with Data Science and Machine Learning Frameworks (e.g Pandas, Scikit-Learn)
• Experience with Cloud platforms like AWS, GCP, Azure.
• Experience with software development & CI/CD processes: (Git, testing, releasing code)
• Comfortable working within a Linux environment

"Nice To Have" Skills and Experience:

• A master or PhD degree in a relevant field, such as computer science, physics, statistics, maths etc
• Experience working with imbalanced datasets.
• Experience with distributed compute using Dask/ pyspark
• Experience with Databases (no-sql, sql)
• Experience with Pipeline orchestration tools like Prefect/Airflow.
• Experience with Serving ML models in a streaming environment.
• Experience mentoring and/or coaching colleagues

In Return

Arm® technology is at the heart of a computing and connectivity revolution that is redefining the way people live and businesses operate. From the unmissable to the invisible; our sophisticated, energy-efficient processor designs are enabling the intelligence in 86 billion silicon chips and securely powering products from the sensor to the smartphone to the supercomputer. With more than 1,000 technology partners including the world's most famous business and consumer brands, we are driving Arm innovation into all areas compute is happening inside the chip, the network and the cloud.

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.

We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform crucial job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.

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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.

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