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Senior Software Engineer - Data Pipelines

Harrison.ai

Harrison.ai

Software Engineering
Sydney, NSW, Australia
Posted on Tuesday, June 25, 2024
𝖶𝗁𝗒 join us?
💙 Do work that matters. We’re pioneering AI technologies that help raise the standard of healthcare for millions of people every day.
🌏 Well-funded and global, backed by world-class investors including Blackbird Ventures, Skip Capital and Horizon Ventures. Raised Australia’s largest Series B ($129m) in 2021.
🌟Work with a bunch of awesome, genuine people who are passionate about what they do.
💻 Flexible and remote-friendly working
🚀Make a real impact. You won’t be another ‘cog in the wheel’ here. We give full trust and autonomy for you to be heard, to work on the big hairy projects – and to make a real difference.
🌱Grow your career with us. We’re big believers in lifelong learning. You’ll be given a $1000 personal L&D budget, access to LinkedIn Learning, plus opportunities for internal mobility to fast-track your career.
🙌 Market-leading parental support including 16 weeks gender-neutral paid parental leave and $10,000 support for egg or sperm freezing.
🌈 Do your best work and have fun doing it with unlimited wellbeing leave, monthly meditations, inclusive team events, and lots more!
About your role
As a Senior Software Engineer at Harrison.ai, you will develop software systems to support AI model development and deployment across the Harrison.ai group of companies. You will work in a cross-functional team alongside AI Engineers and Clinical Experts, producing high-quality and well-tested code that helps bring our clinical AI models to production use.
Your role will focus on the efficient collection, processing, storage and delivery of the medical imaging data and associated labels that form the raw inputs for model development. From working with the low-level details of proprietary image file formats, to scaling the throughput of image conversation pipelines in the cloud, to collaborating on the design of new labelling protocols, you will help ensure that our AI Engineers have fast and effective access to the petabyte-scale data needed to power world-leading medical AI models.
At Harrison.ai we take pride in pushing technical boundaries and finding solutions for often loosely defined problems. As a team we constantly look to improve upon our practices and processes, with a strong emphasis on introspection, open feedback and continuous improvement. We’re looking for a capable problem solver who is keen to continue growing their software engineering skills, while learning more about AI and making a positive impact on people’s lives.

What you'll do:

  • Develop high-quality software for the data pipelines, services and APIs that support AI model development and deployment at Harrison.ai and its partners,
  • Work predominantly in Rust, while using Python to interface with the broader ML tooling ecosystem.
  • Liaise with our healthcare data partners to coordinate, execute and debug the transfer of large de-identified medical imaging datasets,
  • Work effectively in cross-functional squads that include AI Engineers, DevOps Engineers and Clinical experts,
  • Follow agile methodology and software engineering best practices, including rapid prototyping, validation and iteration, effective testing and documentation, and
  • Work within the highly regulated environment of medical device development and sensitive data storage.

About you:

  • 5+ years of professional software development experience in a product-oriented environment,
  • Experience building and deploying software atop Amazon Web Services, particularly using data-related services like S3, Glue, or Athena,
  • Experience building services, libraries, and APIs in Python,
  • Comfortable working with byte-level data structure specifications, such as binary file formats or networking protocols,
  • Some exposure to developing in Rust, and
  • Excellent interpersonal, verbal, and written communication skills.

Nice to have skills (but not essential):

  • Experience developing in Rust,
  • Familiarity with medical imaging file formats such as DICOM or WSI,
  • Experience with machine learning and MLOps,
  • Familiarity with git, GitHub, and GitHub Actions CI/CD workflows,
  • Familiarity with containerised deployments and microservices architecture, and
  • Experience with infrastructure-as-code technologies such as terraform.
What we’re about
We're problem solvers, redefining what’s possible in healthcare through AI Technology. Our mission is to raise the standard of healthcare for millions of patients every day.
Yes, we’re a technology company and yes, we’re leveraging the latest AI technologies, but people are at the heart of everything we do.
Since 2019, harrison.ai and its ventures have scaled rapidly to 250 employees worldwide with Series funding of almost $160 million. Our AI software has helped to create more lives through IVF, as well as enabling faster, more accurate diagnosis of medical images via our joint venture annalise.ai. Soon, we’ll be helping with early cancer detection in pathology though our newest joint venture, Franklin.ai.
And we’re just getting started.
A role with harrison.ai means you’ll be a part of our unique joint venture model – giving you access and opportunity to do impactful work across a range of healthcare domains.
Help us shape the future of AI in healthcare. And most importantly, help us make a real difference in people’s lives.
What's next?
If you’re inspired by what we're up to, please apply now and we'll be in touch soon.
We are proud to be an Equal Opportunity Employer. Diversity’s not a buzzword here, it’s in our DNA. Diverse perspectives shape our culture and make our work better. That’s why we’re committed to building inclusive teams that represent a variety of backgrounds and skills. If you need any reasonable adjustments, accessibility assistance or would like to note which pronouns you use at any stage of our hiring process, just contact us at accommodations: people@harrison.ai. We look forward to hearing from you.