Machine Learning Engineer - Senior / Principal/ Senior Principal

Oracle

  • Australia
  • Permanent
  • Full-time
  • 23 days ago
Job Category: Product DevelopmentJob Description:Oracle Health AI (OHAI) is at the forefront of transforming healthcare through advanced artificial intelligence and machine learning technologies. Our mission is to leverage Oracle's leading cloud infrastructure, data assets, and deep healthcare expertise to create intelligent solutions that improve patient outcomes, streamline clinical workflows, and empower healthcare organizations worldwide. By integrating generative AI with robust data platforms, OHAI is building next-generation products that enable smarter, faster, and more personalized healthcare experiences - for providers, payers, and patients alike. Join us on our journey to bring cutting-edge technology to some of the world's most meaningful and impactful challenges in healthcare.Qualifications and Experience:
  • 3-5 or 5+ years of experience working as a machine learning engineer delivering products in real world applications.
  • Demonstrated experience in designing and implementing scalable ML solutions, frameworks and pipelines for production.
  • Demonstrated experience in architecture design, deployment/monitoring, API and service engineering, workflow and tooling development.
  • Demonstrated experience in leveraging LLMs (such as code assist) to accelerate the above development activities.
  • Good technical understanding of Large Language Model, Machine Learning / Deep Learning architectures like Transformers, training methods, and optimizers.
  • Proven experience in coaching teams on engineering practices and PR reviews.
  • Commitment to staying up to date with the field and applying latest technologies to solve complex business problems and bringing them into production.
Preferred Qualifications:
  • Knowledge of healthcare and experience delivering healthcare AI products are a significant plus.
  • Having referrable products delivered before is a significant plus.
Education:
  • Masters or bachelor's in computer science or related field with 3-5 or 5+ years relevant experience
Responsibilities:Responsibilities:
  • AI Product Development: Partner with product managers to translate business and healthcare requirements into actionable AI projects.
  • Technical Leadership: Collaborate with technical leaders and multinational AI teams to deliver high-impact features and services on schedule.
  • Cross-Functional Collaboration: Engage with both internal medical experts and customers to deeply understand healthcare contexts and inform AI solution development.
  • Project Delivery: Drive projects from concept to production, participating in planning, review, and retrospective meetings.
  • System Architecture and Infrastructure: Design and build scalable systems to support data processing, training, and deployment of generative AI models, while efficiently managing compute resources.
  • Deployment and Monitoring: Automate deployment of generative models to production and set up monitoring to track their performance, reliability, and operational health.
  • API and Service Engineering: Develop performant, secure APIs and services that enable seamless integration and scalable access to generative AI model capabilities.
  • Development Workflow and Tooling: Create tools and workflows that ensure experiment reproducibility, dataset management, and smooth collaboration throughout the model lifecycle.
  • Software Engineering Best Practices: Apply software engineering standards - such as modular code, testing, and documentation - to ensure maintainability and stability of ML systems.
  • Hands-on Programming and Code Review: Perform day to day programming task, deliver production quality codes, do PR reviews and set bars for PR review process, advocating for maintainability and robustness.
  • Mentorship: Lead and mentor both junior and senior applied scientists, fostering growth and technical excellence.
Qualifications:Career Level - IC4About Us:As a world leader in cloud solutions, Oracle uses tomorrow's technology to tackle today's challenges. We've partnered with industry-leaders in almost every sector-and continue to thrive after 40+ years of change by operating with integrity.We know that true innovation starts when everyone is empowered to contribute. That's why we're committed to growing an inclusive workforce that promotes opportunities for all.Oracle careers open the door to global opportunities where work-life balance flourishes. We offer competitive benefits based on parity and consistency and support our people with flexible medical, life insurance, and retirement options. We also encourage employees to give back to their communities through our volunteer programs.We're committed to including people with disabilities at all stages of the employment process. If you require accessibility assistance or accommodation for a disability at any point, let us know by emailing or by calling +1 888 404 2494 in the United States.Oracle is an Equal Employment Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans' status, or any other characteristic protected by law. Oracle will consider for employment qualified applicants with arrest and conviction records pursuant to applicable law.

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