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AI Data Engineer

AI Data Engineer

JacobsKraków, Województwo małopolskie, Polska
16 days ago
Job description

Overview

Jacobs is seeking an experienced AI Data Engineer to join our team in Krakow as part of the Digital & Data Hub. The role focuses on scalable AI / ML data architectures in cloud environments, integrating large-scale datasets, automating pipelines, and enabling data flow to support advanced machine learning initiatives across the organization.

Responsibilities

  • Design, develop, and optimize data architectures that support AI and Machine Learning workflows
  • Integrate large-scale datasets from multiple sources to ensure consistency, accessibility, and performance
  • Build scalable, automated data pipelines to support real-time and batch data processing
  • Utilize cloud-based ETL services (e.g., Glue, Lambda, Data Pipeline or equivalent) to manage data ingestion, transformation, and integration tasks
  • Collaborate with data scientists and ML engineers to ensure data infrastructure aligns with AI / ML model requirements
  • Monitor and maintain data workflows to ensure reliability, scalability, and cost-efficiency
  • Continuously improve data engineering practices to support evolving AI / ML use cases and business needs

Qualifications

  • 5+ years of experience in data engineering or related roles, with a strong focus on cloud-based solutions
  • Proficiency in programming languages such as Python, Scala, or similar
  • Solid understanding of machine learning frameworks such as TensorFlow or PyTorch
  • Strong experience in data classification, including the identification of PII data entities
  • Knowledge and experience with retrieval augmented generation (RAG) and agent-based workflows
  • Deep understanding of how to re-rank and improve LLM outputs using Index and Vector stores
  • Ability to leverage cloud services (e.g., SageMaker, Comprehend, Entity Resolution or similar) to solve complex data and AI-related challenges
  • Ability to manage and deploy machine learning models and frameworks at scale using cloud infrastructure
  • Strong analytical and problem-solving skills, with the ability to innovate and develop new approaches to data engineering and AI / ML
  • Experience with ETL services in cloud environments (such as Glue, Lambda, Data Pipeline or equivalent) to handle data processing and integration tasks effectively
  • Experience in core cloud services including IAM, VPC, compute instances, object storage, relational databases, monitoring, and logging tools
  • Nice to Have

  • Experience with data privacy and compliance requirements, especially related to PII data
  • Familiarity with advanced data indexing techniques, vector databases, and other technologies that improve the quality of AI / ML outputs
  • We offer

  • Rewarding employment - full-time employment / b2b contract with a salary that matches your qualifications
  • Hybrid work model - flexibility to work from home with several office 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
  • Co-financed holidays
  • Global projects - engage in international projects
  • Inclusive networks and employee resource groups
  • Continuous learning opportunities including Graduate Development Program and self-learning platforms
  • Language courses in English, German, and Polish
  • We are an inclusive employer and support recruitment regardless of age, disabilities, gender identity, race, religion, sexual orientation, or family status. If you require reasonable adjustments in the recruitment process, please contact the team at

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    Ai Engineer • Kraków, Województwo małopolskie, Polska

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