Senior ML Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior ML Engineer (AI): Developing and optimizing AI algorithms and diagnostic solutions for healthcare with an accent on foundation models and self-supervised learning. Focus on building scalable training pipelines, evaluating generative AI models, and integrating state-of-the-art research into medical-grade products.
Location: Remote (Sydney-based team)
Company
is a well-funded medical technology company building diagnostic AI solutions to scale global healthcare capacity and improve patient outcomes.
What you will do
- Develop AI algorithms and prototypes with a focus on foundation models and self-supervised learning.
- Optimize models and training pipelines for accuracy, scale, and rapid experimentation.
- Follow agile methodology and software engineering best practices, including test-driven development.
- Evaluate generative AI models and partner with teams training models at scale.
- Engage with research literature to benchmark and adopt state-of-the-art techniques.
- Document technical progress and contribute to a culture of engineering excellence.
Requirements
- Extensive experience in an ML engineering or applied research role working with software development teams.
- Strong proficiency in Python and deep learning frameworks like PyTorch.
- Hands-on experience building foundation models and self-supervised learning methods.
- Honours degree or higher in Computer Science or equivalent quantitative background.
- Experience evaluating generative AI models and partnering with large-scale training teams.
Nice to have
- Experience with healthcare data and product development.
- Practical experience with AWS cloud development and distributed training.
- PhD in Machine Learning or equivalent research experience.
- Publications or open-source contributions in foundation models or generative AI.
Culture & Benefits
- Flexible work environment with WFH options and flexible hours.
- Yearly learning and development budgets, mentoring, and hackathons.
- Inclusive family support policies covering all stages of parenthood.
- Opportunity to work on world-first AI technology with a global impact.
- Collaborative culture built on trust, autonomy, and diverse perspectives.
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