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Sr Software Engineer - Machine Learning

Uber

Uber

Software Engineering
North Denmark Region, Denmark · Amsterdam, Netherlands
Posted on Monday, May 22, 2023
About The RoleAs part of Uber's AI/ML Platform Team (Michelangelo), the Machine Learning Training team's mission is to make it really easy to train, tune, and build high-quality models at Uber.We build our own ML training software stack and solve problems at all layers of the stack including iteration speed, compute efficiency, observability, fault tolerance, and correctness. On top of the core training stack, we build services, libraries, and frameworks e.g. automatic hyper parameter/architecture optimization, to accelerate the model development process. Check out [1,2] for more information.Our team moves at a fast pace and provides individuals with a high degree of autonomy and agency to affect change. We welcome kind and brilliant people to our team, from wherever they come. What You'll Need
  • Master's or equivalent in Computer Science, Engineering, Mathematics or related field AND 2 years of full-time Software Engineering work experience in one or more of the following areas:
  • Programming language (e.g. Python, Java, Scala, C, C++, or Go).
  • Building Web backend or micro services
  • 3+ years of relevant production software engineering experience designing and working with scalable and fault-tolerant distributed systems or frameworks e.g. Spark, Ray, Kafka, Kubernetes, and/or Flink.
  • Proficient knowledge of machine learning techniques and workflows.
  • Experience building large-scale machine learning systems or pipelines.
  • Owning problems end-to-end, with a willingness to pick up whatever knowledge is missing to get the job done.
  • Strong communication and problem-solving skills working with multidisciplinary teams.
Bonus Points If You Have
  • Contributions to AI frameworks such as PyTorch, TensorFlow, JAX, or XGBoost.
  • Familiarity with autoregressive sequence models, such as Transformers.
Uber is proud to be an Equal Opportunity/Affirmative Action employer. All qualified applicants will receive consideration for employment without regard to sex, gender identity, sexual orientation, race, color, religion, national origin, disability, protected Veteran status, age, or any other characteristic protected by law. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements. If you have a disability or special need that requires accommodation, please let us know by completing this form.Offices continue to be central to collaboration and Uber’s cultural identity. Unless formally approved to work fully remotely, Uber expects employees to spend at least half of their work time in their assigned office. For certain roles, such as those based at green-light hubs, employees are expected to be in-office for 100% of their time. Please speak with your recruiter to better understand in-office expectations for this role.