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Infinity

General Pipeline - FullStack Applied AI Engineer

Infinity
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about 4 hours ago
Warsaw, PolandSenior

Responsibilities

  • Build and ship full-stack AI-native products, internal platforms, prototypes, and production applications.
  • Design agentic AI applications, LLM workflows, RAG systems, document-processing pipelines, and other applied AI solutions.
  • Translate ambiguous business, product, and client needs into scalable technical systems.
  • Develop modern frontend experiences and backend systems and APIs.
  • Design data models across relational, graph, vector, and hybrid database architectures.
  • Integrate commercial APIs, open-source models, automation platforms, cloud services, and third-party tools.
  • Build asynchronous workflows, dashboards, admin tools, approval systems, and automation infrastructure.
  • Contribute to shared internal libraries, Infinity Commons, and Gravity.
  • Collaborate with founders, product leaders, senior engineers, and clients, and occasionally embed with portfolio companies or client teams.

Requirements

  • Strong software engineering fundamentals and experience shipping real products used by real users.
  • Fluency in Python and experience building AI-powered applications, workflows, or systems.
  • Full-stack development experience with technologies such as React, Next.js, Node.js, FastAPI, or Django.
  • Experience rapidly building prototypes, proof-of-concepts, MVPs, or zero-to-one products.
  • Practical experience with LLMs, AI APIs, agent frameworks, and measuring system quality and performance.
  • Experience integrating APIs, cloud services, databases, open-source tools, and automation platforms.
  • Ability to design systems that can evolve without unnecessary complexity and translate non-technical needs into pragmatic solutions.
  • Experience collaborating directly with stakeholders, customers, technical teams, and non-technical partners.
  • Bonus qualifications include experience with AI agents, RAG, GraphRAG, vector databases, knowledge retrieval, document-processing pipelines, internal platforms, startups, forward-deployed engineering, regulated industries, open-source AI or ML, or STEM, data science, and quantitative engineering backgrounds.

Benefits

  • Compensation is described as fair and competitive, with regional adjustments and location-specific compensation tiers.
  • Total compensation and benefits details are discussed during the hiring process.
  • Work may involve shared Infinity infrastructure, portfolio companies, or client teams depending on the opportunity.
  • The role offers high autonomy, ownership of outcomes, rapid iteration, zero-to-one product building, and direct impact.

Tech Stack

AWSDjangoFastAPIGoogle BigQueryGoogle Cloud PlatformNeo4jNext.jsNode.jsPostgreSQLPythonReact