AI Developer: Full-Stack, RAG Pipelines & Agentic AI

At Jacobs, we're challenging today to reinvent tomorrow by solving the world's most critical problems for thriving cities, resilient environments, mission-critical outcomes, operational advancement, scientific discovery and cutting-edge manufacturing, turning abstract ideas into realities that transform the world for good.

Your impact

We're looking for an AI developer with strong software engineering skills, deep proficiency in AI-assisted coding tools, and hands-on experience building and deploying AI-powered applications to support AI solutions across the business for both government and private-sector clients. The ideal candidate will be a skilled software developer who can rapidly build, iterate, and ship AI-powered tools and applications. They should be highly proficient with AI coding assistants (Claude, OpenAI Codex, Cursor), experienced with agentic AI frameworks and orchestration patterns, and comfortable working across the full stack. In addition, the ideal candidate will possess a degree in computer science, AI, data science, engineering, or similar domain areas, as well as previous experience in consulting.

The chosen candidate will become a member of the Digital and Data team at Jacobs, helping drive innovation in technical project work for our clients in collaboration with subject matter experts, technologists, engineers, data scientists, project managers, and more.

Key Responsibilities:

• Build and configure MCP (Model Context Protocol) servers and integrations to connect AI models with enterprise data sources, APIs, and tooling
• Develop RAG pipelines, agentic workflows, and AI-assisted automation solutions for internal and client-facing projects
• Leverage AI-assisted development tools (Claude, Codex, Cursor, GitHub Copilot) to accelerate delivery and maintain high code quality
• Collaborate cross-functionally with subject matter experts, data engineers, and project managers to translate business requirements into production-ready AI solutions
• Architect and implement full-stack solutions including front-end interfaces (React, HTML/CSS/JS), back-end APIs, and cloud-hosted AI services
• Evaluate, integrate, and maintain AI platforms, APIs, and toolchains as the technology landscape evolves
• Contribute to technical presentations, demos, and documentation for both internal teams and external clients
• Participate in knowledge sharing, code reviews, and mentoring across teams and domains
• Stay current with rapidly evolving AI tools, models, and best practices; proactively bring new capabilities to the team

Here's what you'll need

• 3-5 years of experience in software development, with at least 1-2 years focused on AI/ML application development
• Bachelor's degree in computer science, software engineering, AI, data science, or similar domain
• Demonstrated proficiency building applications with AI/LLM APIs and frameworks (eg. Anthropic Claude API, OpenAI API, LangChain/LangGraph, Model Context Protocol (MCP))
• Experience with containerization (Docker), version control (GitHub), and CI/CD pipelines
• Proven ability to use AI-assisted coding tools (Claude, Codex, Cursor, GitHub Copilot) to accelerate development workflows
• Ability to travel as necessary to meet project and client requirements

Nice to have:

• Bachelor's or Master's degree in computer science, AI, software engineering, or similar domain
• Experience in the AEC industry
• Experience designing and building agentic AI systems, including multi-step orchestration, tool use, and human-in-the-loop patterns using frameworks such as LangGraph, CrewAI, PydanticAI, or similar
• Experience developing and deploying RESTful APIs and backend services using frameworks such as FastAPI, Flask, or Express
• Hands-on experience building RAG pipelines, including document ingestion, chunking strategies, embedding models, vector stores (Pinecone, Weaviate, pgvector, etc.), and retrieval optimization
• Technical proficiency with cloud platforms and data infrastructure such as Microsoft Azure, Microsoft Fabric, Palantir Foundry, Palantir AIP, Google Cloud, Amazon Web Services, and database technologies (data lakes, vector databases, etc.)

We offer:

• Rewarding employment - full-time employment with a salary that matches your qualifications
• Hybrid work model - enjoy the flexibility of working from home, with just severaloffice days per month
• Flexible hours - start your day anytime between 7:30 and 10:00 AM
• Comprehensive benefits, including Lux Med medical care, psychological support, life insurance, My Benefit cafeteria system, Multisport card co-financing, and a car/bike park sharing system
• Global projects - engage in exciting international projects
• Inclusive networks - join our diverse employee networks like Women's Network, OneWorld, PRISM, Careers Network, Green Team, SpeakUp, Collectively, and more
• Continuous learning - participate in our Graduate Development Program, Learners’ Community, and self-learning platforms
• Language courses - enhance your skills with courses in English, German, and Polish

We know that if we are inclusive, we’re more connected, and we’re more creative. We accept people for who they are. Find out more about life at Jacobs .

As a Disability Confident employer, we will interview all disabled applicants who meet the criteria for a vacancy.

If you require further support or reasonable adjustments with regards to the recruitment process (for example, you require the application form in a different format), please contact the team Wyświetl e-mail na click.appcast.io

Your application experience is important to us, and we’re keen to adapt to make every interaction even better. If you require further support or reasonable adjustments with regards to the recruitment process (for example, you require the application form in a different format), please contact the team via Careers Support .

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