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At Anima, you’ll help us extend the 3 existing product lines we have, that millions of patients use, and build out new ones at the very cutting edge of healthcare reinforcement learning and agentic AI. Your work will save countless lives. We are tech agonistic, and collectively choose the best tools for the job. We’re constantly looking to maximise our productivity and minimise what we call “discounted dev time cost” for shipping features. We have 2 separate fully functional web apps in prod: one for clinical users and one for patients. Our stack is currently entirely in JS/TS: Angular + Capacitor + Electron, React (internal tools), Amplitude (analytics), a fully serverless backend in AWS (Cognito, Appsync GraphQL, Lambda, DynamoDB). We have good functional & unit test coverage and CI/CD. Our stack is in a great place already: highly scalable, cost effective, good test coverage, easily maintained, secure and performant with minimal to zero ops. The product and codebase are stable and loved by our users. We write, test, deploy & ship new features rapidly.
Job Responsibility:
Help add further key third party API integrations, including with legacy EMR systems and national APIs like e.g. the electronic prescribing service, allowing Anima to directly issue prescriptions
Iterate on a proprietary graph traversal algorithm to improve patient care and clinical value, and increasingly move away from explicit curation to implicit curation by NNs
Ship important features that will directly increase delta lives saved in your first 2 weeks
Join customer calls to develop a deep understanding of their fundamental motivations and needs/pain points
Help architect and deploy a scalable & cost effective ETL data pipeline with version control, outputting clean data ready for tokenisation
Help deploy our active deep learning training & validation architecture to prod, so that we can correctly eat up our ‘1.0’ systems at the right time
Build cutting edge products like global context aware chat with semantic search, care orchestration and LLM-enabled cloud telephony e2e
Hire/scale the team, while implementing the right processes at the right times to maximise discounted team productivity and minimise discounted dev time cost for shipping
Potential to transition to a more managerial/executive role. Lead an autonomous lance of elite engineers to fix healthcare and save lives
Work with the ML/data team to creatively ideate and ship features to improve ETL pipeline throughput and quality through a data-driven approach powered by analytics
Requirements:
Hungry and wants their shot to change the world
Obsessively concerned with UX, and optimises for this when building features rather than arbitrary technical goals
Bored and frustrated at big companies
feel held back by red tape, bureaucracy and poor decisions
Keen to understand the big picture & entire context of the company and vertical
impatient for growth towards a senior executive role
Expert competency in TS, plus being reasonably tech + language agnostic
Comfortable with key frameworks/libraries like Angular, Node and React
Able to work full stack in JS/TS
Values pragmatism and open discussion from first principles rather than dogma
Seeks to maximise not only self productivity, but combined team productivity, communicating the right things at the right time through the right channels (verbal/Slack/Notion)
Disciplined towards best practice version control, CI/CD and code extensibility
Values ‘interface safety’ through dimensionality reduction at interfaces
Exceptional at ‘breadth-first search’ through Googling when tackling new challenges, and consistently mindful of local maxima
Intellectually curious with a growth mindset - able to tackle entirely novel challenges that lack prior precedent through applying strong CS fundamentals and first principles thinking, creatively using the right data structures & algorithms to solve problems 90/10
Familiarity with AWS (e.g. APIG, SQS, DynamoDB, Lambda, Cognito, Amplify, CloudFormation) and/or hungry to learn