Machine Learning Engineer

4 days ago

Seattle, Washington, United States Aquent Full time
Job Overview

Aquent Talent is seeking a Machine Learning Engineer - AI Development to join our client's team in Redmond, Washington. As a key member of this team, you will be responsible for advancing the development and improvement of our software foundation and tools vital for training state-of-the-art AI models.

Key Responsibilities:
  • Create and uphold efficient, scalable, and distributed training systems, including data preprocessing, training orchestration, and model assessment, for training large-scale AI models.
  • Enhance the efficiency of training procedures to improve performance and use of resources, while maintaining scalability and dependability.
  • Collaborate with researchers to create training and evaluation pipelines for state-of-the-art algorithms.
  • Develop and design benchmarks for evaluating ML models.
  • Perform training and fine-tuning of foundation models for robotic applications.
  • Monitor and analyze pipelines, identifying bottlenecks and proposing solutions to improve efficiency and performance.
  • Ensure the robustness and reliability of the training infrastructure, including automated testing and continuous integration.

Requirements:
  • BS, MS, or higher degree in Computer Science, Robotics, Engineering, or a related field, or equivalent practical experience.
  • Proficiency in Python, C++, or similar and at least one deep learning library such as PyTorch, TensorFlow, JAX, etc.
  • Strong background in distributed computing, parallel processing techniques, handling large-scale datasets, and data preprocessing.
  • Deep understanding of state-of-the-art machine learning techniques and models.
  • Experience with cloud-based training environments (AWS, Google Cloud, Azure).
  • Experience in developing and maintaining software tooling and infrastructure for machine learning.
  • Deep understanding and practical experience with software engineering principles, including algorithms, data structures, and system design.
  • Experience with continuous integration and automated testing frameworks.

About Aquent Talent
Aquent Talent connects the best talent in marketing, creative, and design with the world's biggest brands.

Aquent is an equal-opportunity employer. We evaluate qualified applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, veteran status, and other legally protected characteristics.

Aquent Talent offers amazing benefits like subsidized health, vision, and dental plans, paid sick leave, and retirement plans with a match. We also offer free online training through Aquent Gymnasium.

About Our Client
Aquent's client is a large technology company based in Redmond, Washington, with a mission to empower every person and every organization on the planet to achieve more. They develop computer software, consumer electronics, personal computers, and related services. This company enables digital transformation for the era of an intelligent cloud and an intelligent edge.

Aquent's client values innovation, diversity and inclusion, corporate social responsibility, AI, and trustworthy computing.

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