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AWS AI Data Engineer @

3 weeks ago

Kraków, Lesser Poland, Czech Republic Jacobs Full time

We are looking for an experienced AWS AI Data Engineer to join our dynamic team. This role plays a key part in enabling scalable and efficient AI/ML workflows by designing, building, and optimizing robust data architectures on AWS. This person will be crucial in integrating large-scale datasets, automating data pipelines, and ensuring seamless data flow to support advanced machine learning initiatives across the organization

  • 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 AWS services (e.g., SageMaker, Comprehend, Entity Resolution) to solve complex data and AI-related challenges
  • Ability to manage and deploy machine learning models and frameworks at scale using AWS infrastructure
  • Strong analytical and problem-solving skills, with the ability to innovate and develop new approaches to data engineering and AI/ML
  • Experience with AWS ETL services (such as AWS Glue, Lambda, and Data Pipeline) to handle data processing and integration tasks effectively
  • Experience in core AWS Services including AWS IAM, VPC, EC2, S3, RDS, Lambda, CloudWatch, CloudTrail

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

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. Our People & Places Solutions business – reinforces our drive to improve the lives of people everywhere and epitomizes the "why" of what we do – the tremendous positive impact and value our solutions bring to our communities and society as a whole. From facilities delivering life-saving therapies and ensuring clean water to enabling the connection of people through all modes of transportation and providing access to technology – we're integrating a multitude of these solution elements to build the smart environments of tomorrow. 

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 6 office days per month (on average)
  • 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: Enjoy "Wczasy pod Gruszą" for a well-deserved break
  • 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 if we are diverse, we're more creative. We accept people for who they are, regardless of age, disabilities, gender identity, gender expression, marital status, mental health, race, faith or belief, sexual orientation, socioeconomic background, and whether you're pregnant or on family leave. 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

,[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 AWS ETL services such as AWS Glue, Lambda, and Data Pipeline 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] Requirements: Data engineering, Python, AWS, RAG, LLM, Machnine Learning, Artificial Intelligence, AWS Glue, AWS Lambda, Data pipelines, PII data Additionally: Sport Subscription, Private healthcare, Language courses, Mentoring program, Career growth, Work-life balance, Flexible working hours, Trainings, Life insurance, Modern office.