Senior Machine Learning Engineer
5 days ago
We are seeking a highly skilled Senior Machine Learning Engineer to join our team at ARM. As a key member of our Machine Learning for Verification (ML4V) team, you will play a critical role in empowering our engineering teams to create innovative products using the power of machine learning and statistics.
Key Responsibilities- Develop and Optimize Machine Learning Processes: Design, build, and deploy scalable and resilient machine learning solutions across the entire ML lifecycle, from proof-of-concept to production.
- Collaborate with Cross-Functional Teams: Work closely with verification engineers, data scientists, and other stakeholders to ensure seamless integration and maximum value delivery.
- Communicate Technical Expertise: Effectively communicate complex technical concepts to both technical and non-technical audiences, ensuring that everyone is aligned and informed.
- Proven Experience in Machine Learning: Demonstrable experience using Python to deploy and run machine learning processes in a production environment.
- Advanced Knowledge of Statistics and Machine Learning: Strong understanding of statistical concepts, including dimensionality reduction, hypothesis testing, imputation, clustering methods, tree-based algorithms, and neural networks.
- Cloud and Data Science Expertise: Experience with cloud platforms like AWS, GCP, Azure, and data science frameworks such as Pandas, Scikit-Learn.
- Software Development and CI/CD: Familiarity with software development and CI/CD processes, including Git, testing, and releasing code.
- Advanced Degree in a Relevant Field: Master's or PhD degree in computer science, physics, statistics, or mathematics.
- Experience with Imbalanced Datasets: Familiarity with handling and working with imbalanced datasets.
- Distributed Compute and Database Experience: Experience with distributed compute using PySpark and databases, including no-sql and sql.
- Mentoring and Coaching: Experience mentoring and coaching colleagues to develop their skills and expertise.
ARM is a global organization that values diversity, innovation, and collaboration. We offer a dynamic and inclusive work environment where everyone can grow, succeed, and share their outstanding contributions. As a member of our team, you will have access to a wide range of technologies and systems to learn and develop your skills.
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