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Staff Software Engineer – AI
Thomson Reuters. Build and architect AI agentic systems for scalable, production-ready legal software .
Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building and architecting AI agentic systems, with strong proficiency in Python, FastAPI, and PostgreSQL. Capable of leading technical strategy and mentoring teams while ensuring compliance with ethical AI principles and regulatory standards.
Highest-signal resume keywords
AI Agentic Systems ArchitecturePython DevelopmentTechnical LeadershipCI/CD Pipeline ManagementCloud Application Development
ATS Keywords
Tailor your resumeApplicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
PythonFastAPIPostgreSQLAWSAzureDistributed SystemsData ModellingCI/CD PipelinesSSE EventsVector Databases
Soft Skills
Cross-Functional CommunicationStrategic ThinkingProblem-SolvingMentoringInfluencing Stakeholders
Tools & Technologies
AG-UIClaude Agent SDKAgentCoreDatadogCloudWatch Log InsightsBraintrust
Industry Keywords
Legal SoftwareComplianceRegulated DomainsAI-Enabled ProductsEthical AI Principles
Tech Stack
Tools & technologiesAWSAzureCloudDistributed SystemsNode.jsPostgresPython
About the role
Key responsibilities & impact- Build and architect AI agentic systems for scalable, production-ready legal software
- Facilitate a full-stack engineering team in delivering agentic legal software
- Lead technical strategy, experimentation, testing, rollout practices, and operational excellence
- Design and build backend services using Python, FastAPI, and PostgreSQL
- Contribute to agentic workflows, LLM orchestration, and content pipelines
- Define service boundaries, system interfaces, and scalable design patterns for the AI platform
- Support front-end engineers in delivering a complex agentic UI using SSE, AG-UI, Claude Agent SDK, and AgentCore
- Lead evaluation and adoption of cutting-edge AI techniques
- Oversee proof-of-concept work and technical feasibility for AI-driven features
- Stay current with AI research and translate insights into technical roadmaps
- Lead architecture decisions and translate business requirements into scalable technical specifications
- Mentor senior and junior software engineers
- Design and implement testing, monitoring, and observability for AI systems at scale
- Lead compliance with ethical AI principles, security standards, and regulatory requirements
- Partner with Labs, product managers, designers, and engineering leaders to turn early AI concepts into production-ready features
- Integrate modern LLM providers such as OpenAI and Anthropic
- Implement orchestration, routing, error handling, guardrails, telemetry, and observability
- Strengthen CI/CD pipelines and DevOps automation for fast, stable, cloud-native workflows
Requirements
What you’ll need- 7+ years of software engineering experience
- 2+ years in technical leadership roles
- 3+ years building scalable cloud applications, APIs, and AI-enabled products
- Proven track record of shipping production-grade AI systems to customers, including deployment, monitoring, evaluation, scaling, and ongoing operational ownership in enterprise environments
- Strong proficiency in Python, FastAPI, PostgreSQL, and AWS or Azure cloud services
- Deep understanding of distributed systems, architecture, and data modelling
- Experience building and owning CI/CD pipelines for production web applications, including automated testing and safe release practices
- Comfortable operating in fast-paced, iterative environments
- Strong cross-functional communication skills
- Strong product sense and ability to work from ambiguous requirements
- Strong leadership and mentoring experience
- Excellent strategic thinking and problem-solving
- Outstanding communication and presentation skills with experience influencing senior stakeholders
- BA or BS in Computer Science or equivalent practical experience is preferred
- Strong knowledge of vector databases, embeddings, semantic search, and information retrieval is preferred
- Hands-on experience with the AG-UI protocol or comparable agent-UI protocols and SDKs is preferred
- Strong proficiency in SSE events is preferred
- Knowledge of backend streaming patterns, including Node and Python/FastAPI, sufficient to debug end to end is preferred
- Experience with Datadog, CloudWatch Log Insights, and Braintrust is preferred
- Prior experience working on products for legal, compliance, or other regulated professional domains is preferred
Benefits
Comp & perks- Flexible hybrid working environment for office-based roles
- Flexible work arrangements, including work from anywhere for up to 8 weeks per year
- Flexible vacation
- Two company-wide Mental Health Days off
- Access to the Headspace app
- Retirement savings
- Tuition reimbursement
- Employee incentive programs
- Resources for mental, physical, and financial wellbeing
- Two paid volunteer days off annually
- Opportunities to get involved with pro-bono consulting projects and ESG initiatives
- Career development and continuous learning through Grow My Way programming
- Skills-first professional development opportunities