
Senior Machine Learning Engineer
Optain
Posted 8 days ago
About Optain
Optain is a revolutionary healthcare company that uses groundbreaking software and hardware technology to rethink care. We use the eye as a window to the body to improve the way we detect ophthalmic and systemic conditions. Optain is committed to expanding and improving care through the introduction of AI and machine learning technology into primary care and new care settings at an accessible price. At a systemic level, this not only ensures greater access to care but also promises to reduce the strains of an overburdened healthcare system.
Originally founded in Australia in 2019, Optain seeks to commercialise the inventions of Professor Mingguang He, a preeminent clinician-scientist and scholar in the field of ophthalmology. Optain has achieved regulatory clearance and commercial adoption of its product suite in global markets, including Australia and Europe.
Now, backed by a global team of healthcare AI experts, Optain is rapidly accelerating its growth trajectory. We are expanding use of our products globally while advancing our R&D efforts to bring new indications to patients and providers.
At Optain, we see a big opportunity to improve healthcare. We see through the eyes to the state of the whole body. We see precise screening, better treatment, more accessible care and a healthcare system that works for all. We see levels of care beyond what was previously thought as possible.
Website: https://www.optainhealth.com/
About the role
As a Senior Machine Learning (ML) Engineer at Optain you will be at the heart of our technical R&D operations in Melbourne. Working closely with the other ML Engineers, your responsibilities will include:
Playing a leading role within the Machine Learning (ML) team, translating cutting-edge research into real-world solutions for the prediction of ophthalmologic and cardiovascular disease
Acting as a key liaison between the industries and academic institutions, fostering collaborative research initiatives
Providing support in the planning and execution of AI product clinical trials, contributing to the validation of the technology's effectiveness in the field
Improving and maintaining a robust ML-development ecosystem that will scale as the team expands
Being a key contributor to the Company’s AI strategic planning, aligning technological advancements with business objectives and market needs
Collaborating with fellow engineers, developers and designers within the team, fostering an environment of shared learning and delivering high-quality, technically-robust solutions
We are looking for a cross-functional team player with excellent communication skills. On a daily basis, you will work with internal and external collaborators from a range of technical and non-technical backgrounds.
Required skills & experience
5+ years working in applied machine learning (industry or PhD), with minimum 2 years computer vision industry experience
Tertiary qualification in relevant field (e.g. software engineering) is required, relevant postgrad studies are expected (e.g. master or PhD in relevant AI field)
Demonstrable expertise building, training and testing a variety of deep learning models including CNNs, RNNs, and Transformers
Expertise in Python and PyTorch, with a focus on creating efficient and maintainable code for machine learning applications
Hands-on experience with machine learning operations (MLOps) including model, dataset, and experiment versioning, experience with tracking and reproducing model lineage, and familiarity with experiment management tools like MLflow or Weights & Biases
Team player with excellent communication and interpersonal skills
Bonus points:
Experience building & training image-based Foundation Models
Class II or III Software as a Medical Device (SaMD) experience
What you'll gain
Competitive compensation package ($140-170k base + super.)
Unparalleled exposure to new business building at the intersection of artificial intelligence and healthcare
The opportunity to help solve difficult problems and collaborate with world-class experts from healthcare provider networks, academia, and industry
A chance to work with a highly talented, close-knit team and world-leading mentors who can act as a support network and sounding board throughout your entrepreneurial journey
Enjoy the freedom of flexible working hours and the option to work from home and office
If interested in this position, please upload your CV and a short cover letter explaining why you're a good fit for this role. We look forward to your application.
About Optain
This company does not have any further information provided at this time. We encourage you to research the company by searching for them to learn more about the company or role in question before applying.
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