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Core Competencies
Role fitCore Competencies
Use this summary to align your resume positioning with the role.
Demonstrates expertise in building and shipping production software using Python and relational databases, with a strong focus on integrating APIs and cloud infrastructure. Proficient in AI tooling initiatives, including evaluation, optimization, and security best practices.
Highest-signal resume keywords
Python DevelopmentAPI IntegrationCloud Infrastructure (Google Cloud/AWS)AI Tooling EvaluationMCP Protocols
ATS Keywords
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Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills
Production Software DevelopmentRelational DatabasesLangGraphLLM APIsSQLDjangoPostgresReactNext.jsVersion Control (GitHub/Bitbucket)
Soft Skills
Excellent Written CommunicationExcellent Spoken Communication
Tools & Technologies
MCP ServersLangfuseData WarehousesAI Coding AgentsSemantic LayersKnowledge Graphs
Industry Keywords
Cloud ToolsInternal ToolsWeb ScrapingSecurity and PermissionsDistributed Team Experience
Tech Stack
Tools & technologiesAWSCloudDjangoJavaScriptNext.jsPostgresPythonReactSQL
About the role
Key responsibilities & impact- Build the platform with the Principal Engineer in Tooling: new capabilities every week, from design to production.
- Connect new internal systems and SaaS tools to the platform, including APIs, data, shared models, and access permissions.
- Build agents and their tools, including MCP servers and the context needed for high-quality answers.
- Own evaluation sets, benchmarks, tracing, cost per answer, and issue resolution.
- Turn proofs of concept into secure, production-ready internal cloud tools.
- Use AI coding agents with specifications, tests, and reviews to maintain code quality.
- Contribute to company-wide AI tooling initiatives, including tool evaluation and standardization, cost and usage tracking, and standards for AI-built internal applications.
- Help other teams build on the platform.
- Engage platform users across the company to identify priorities and explain delivered work to technical and non-technical audiences.
Requirements
What you’ll need- 3+ years building and shipping production software, mostly in Python, with relational databases.
- Has built and shipped with LangGraph at least one agent that real people use: tool calling, retrieval and embeddings, prompt and context design.
- Hands-on experience with LLM APIs from the main providers, cost and token optimisation.
- Hands-on with MCP or similar tool protocols, as a server and as a client.
- Evaluates AI systems properly: test sets, LLM-as-judge, regressions when a prompt or a model changes; tracing and observability with Langfuse or similar.
- Integrates APIs and data: SaaS APIs, SQL, data warehouses.
- Experience with cloud infrastructure (Google Cloud and/or AWS): containers, managed databases, identity and access, CI/CD.
- Uses AI coding agents every day and knows how to keep their output in check.
- A sense for security and permissions: identity, least privilege, people see only what they are allowed to see.
- Comfortable with version control (GitHub/Bitbucket).
- Excellent written and spoken English, technical and non-technical.
- Familiarity with web data or web scraping.
- Django and Postgres, including vector search with pgvector.
- Enough frontend to build and change a chat interface (React, Next.js).
- Has built internal tools that colleagues adopted.
- Semantic layers or knowledge graphs.
- Memory for agents, multi-agent setups.
- Previous remote/distributed team experience.
Benefits
Comp & perks- Become part of a self-motivated, progressive, multi-cultural team.
- Freedom and flexibility to work remotely.
- Work with cutting-edge, open-source technologies and tools — and shape the AI tooling the rest of the company relies on.
