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Tech Stack
Tools & technologiesAWSDockerDynamoDBMySQLPythonTypeScript
About the role
Key responsibilities & impact- Design, build, and maintain applications and services that power AI Paralegal workflows end-to-end — from document ingestion through extraction and delivery into practice management systems.
- Build multimodal LLM pipelines over legal documents using Claude on AWS Bedrock
- Improve LLM accuracy with schema validation and self-correcting retry loops that feed specific violations back to the model
- Instrument the pipeline; error rates, retries, token spend, latency so optimisation is evidence-led.
- Introduce new techniques as scale demands: prompt caching, embeddings for cheaper entity matching, retrieval of gold-standard exemplars for stubborn document types, and evaluation harnesses for prompt and model changes.
- Partner with legal domain experts to turn fuzzy requirements into precise schemas, validators, and acceptance criteria.
- Operate what you build on AWS (Lambda, Step Functions, DynamoDB, S3, Bedrock) in a Serverless Framework Python monorepo.
Requirements
What you’ll need- 8+ years of experience in software development
- Experience building service-oriented architecture including using Docker, Lambda, ECS etc
- Strong experience in Python and Typescript would be advantageous, but all language experience is considered
- Demonstrated ability to work with LLMs or generative AI systems - understanding their constraints, strengths, and how to build around their limitations.
- Experience with DynamoDB, MySQL/PostgresSQL, etc
- Experience implementing and refining monitoring and observability across the platform.
Benefits
Comp & perks- Flexible, Sydney based hybrid role
- Genuine startup energy - small team, fast decisions, real trajectory, backed by one of the largest legal software companies in the world.
- Flexible and hybrid working. We engage, share, and collaborate on ideas and workflows.
- Career and learning opportunities - we move fast and need smart people to get us where we're going. We are a scaling business and looking for people who want to grow with us.
- Have fun with us. Celebrations. Socials. Sports teams. Access to sailing and yacht events.
- We value your well-being with additional time off, gym membership and other perks.
- Fast-paced tech environment, if we don't disrupt ourselves someone else will do it!
- Access to LEAP Home - a program unique to the ATI Group to support you in buying your primary residence.
ATS Keywords
✓ Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
PythonTypescriptLLMsgenerative AIservice-oriented architectureschema validationself-correcting retry loopsmonitoringobservabilitydocument ingestion
Soft Skills
collaborationproblem-solvingattention to detailcommunicationadaptability