Advanced AI Solutions Architect

1 week ago

Sydney, New South Wales, Australia beBeeMachineLearning Full time $130,000 - $185,000
Machine Learning Engineer Job Description

We are seeking a skilled Machine Learning Engineer to join our team. As an ML Engineer, you will translate cutting-edge academic insights into scalable ML products that shape user experiences.

The ideal candidate will have expertise in one or more of: deep learning, Bayesian methods, reinforcement learning, econometrics, NLP or gradient boosting techniques.

Key Responsibilities:
  • Frame and solve machine learning problems by partnering with colleagues to understand priorities, define machine learning problems, and design solutions that drive business outcomes.
  • Build and operationalize end-to-end ML pipelines, ensuring reliability and scalability.
  • Research and experiment with emerging ML technologies, prototype new models, and validate them through experimentation.
  • Accelerate development with AI-driven tools and automation to implement clean, maintainable, and well-tested code.
  • Collaborate closely with diverse teams to build cohesive ML solutions and share knowledge through talks, brown bags, and mentoring.
Requirements:
  • Ai-driven and curious mindset with hands-on experience with advanced architectures like MOEs, MMOE, or xDeepFM.
  • Deep knowledge in one or more of the specified ML domains.
  • Technically versatile with solid grasp of software engineering, system design, and cloud architecture.
  • Creative problem solver able to break down complex challenges using first principles thinking and creativity.
  • Entrepreneurial mindset with ability to take ownership of outcomes and navigate ambiguity independently.

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