At Jacobs we're embarking on an exciting journey as we initiate the development of our Digital & Data Hub in the heart of Krakow. Our mission is to undertake projects spanning various industries, including Consumer and Manufacturing, Defence and Security, Energy and Utilities, Financial Services, Government and Public Services, Health and Life Sciences, and Transport.

This role offers a unique opportunity to shape enterprise-scale AI and GenAI platforms from the ground up. You will work hands-on with production-grade data and GenAI solutions, influence architecture decisions across global programs, and help define standards for scalable, secure, and responsible AI adoption at Jacobs.

Key Responsibilities:

Design and build scalable data pipelines ingesting, transforming, and serving data from Microsoft Dynamics 365 to support analytics, ML, and GenAI workloads
Design and develop LLM-based agent solutions, including tool use, API integrations, and data retrieval pipelines
Evaluate, benchmark, and continuously improve agent behavior, grounding quality, and output reliability
Design and implement cloud-native data architectures that enable AI, ML, and GenAI workloads
Build and optimize scalable data pipelines (batch and real-time) using Databricks (Delta Lake, Spark, MLflow)
Integrate and manage large-scale enterprise data, with Microsoft Dynamics 365 as a core source system, alongside other internal and external data sources
Implement ETL / ELT workflows using cloud-native services (e.g. AWS Glue, Lambda, Data Pipeline or equivalent)
Collaborate closely with data scientists, ML engineers, and solution architects to meet model, product, and business requirements
Monitor, troubleshoot, and optimize platforms for reliability, scalability, security, and cost efficiency
Continuously improving data and AI engineering standards, tooling, and best practices

Here's what you'll need:

5+ years of experience in data engineering, AI platform engineering, or related roles
Strong programming skills in Python, Scala, or similar languages
Hands-on experience with Databricks, Apache Spark, and modern lakehouse architectures
Solid understanding of ML and GenAI lifecycles and how data platforms support model development and deployment
Experience implementing or supporting RAG architectures, agent-based systems, and LLM-powered solutions
Practical knowledge of vector databases, embeddings, indexing, and reranking techniques
Experience deploying and operating data and ML workloads at scale in cloud environments
Strong understanding of core cloud services (IAM, networking, compute, storage, databases, monitoring, logging)
Excellent analytical skills, ownership mindset, and ability to work in complex problem domains

Nice to have:

Experience with data privacy, governance, and regulatory compliance
Experience working with PII and sensitive data, including classification and secure handling
Experience in consulting or multi-client project environments
Familiarity with Microsoft Dynamics 365 CRM or other enterprise CRM platforms
Hands-on experience with ML frameworks such as TensorFlow or PyTorch

We offer:

Rewarding employment - full-time employment/b2b contract with a salary that matches your qualifications
Hybrid work model - enjoy the flexibility of working mainly from home
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 (only under CoE)
Possibility to travel on an occasional basis
Co-financed holidays - enjoy "Wczasy pod Gruszą" for a well-deserved break
Global projects - engage in exciting international projects (only under CoE)
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 recruitmentpoland@jacobs.com

Senior AI Platform Engineer (Data & GenAI)

Jacobs