Applied ML Engineer: Build & Deploy Scalable AI Pipelines

Hitachi Vantara Corporation; Kraków; On-site; PLN 180,000 - 260,000; Full time

Benefits offered by this job

Private medical care

Fitness and wellness programs

Home office equipment

Job summary

Hitachi Energy in Kraków, Poland is seeking an Applied Machine Learning Engineer to design, deploy, and monitor ML pipelines on enterprise systems. You will run experiments for customer use cases, develop code, and ensure high-quality solutions across the stack.

You will translate business needs into technical designs, contribute to CI/CD, and support customers with demos and tooling, while collaborating with cross-functional teams.

Qualifications

• Degree in computer science, mathematics, or engineering; a PhD is considered a strong asset
• Proficient in data analytics and transformations (SQL, ETL, scripting, Power BI)
• Ability to work effectively in a team and contribute to shared goals with attention to detail
• Strong problem-solving mindset and ability to document high-quality technical solutions
• Very good knowledge of Python and data science frameworks (TensorFlow, PyTorch, Pandas, scikit-learn, Numpy)
• Hands-on skills in modern AI including large language models (LLMs) and AI agents
• Experience with Git, Azure DevOps
• Good knowledge of Docker, Kubernetes, and cloud monitoring

Responsibilities

• Practical implementation of ML models, algorithms and data transformations
• Code development
• Ensuring high quality of code by applying best practices and dev tools
• Analyzing business requirements and translating them into technical designs
• Running data science experiments for specific use cases and general improvements
• Sales support (demos for customers)
• Existing client support (troubleshooting, automation scripts, example preparation)
• AI agents development and configuration
• Writing unit tests
• CI/CD development and automation
• Code containerization
• Deployment and monitoring of ML pipelines to cloud
• Contribute to frontend and backend requirements
• Code reviews
• Documentation of your work
• Presentation results for stakeholders

Skills

Python

Data Analytics

TensorFlow

PyTorch

Pandas

scikit-learn

Numpy

SQL

ETL

Power BI

AI agents

GIT

Azure DevOps

Docker

Kubernetes

Cloud monitoring

Education

Degree in computer science or engineering

Tools

Docker

Kubernetes

Azure DevOps

Git

Cloud monitoring

Job description

Hitachi Energy in Kraków, Poland is seeking an Applied Machine Learning Engineer to design, deploy, and monitor ML pipelines on enterprise systems. You will run experiments for customer use cases, develop code, and ensure high-quality solutions across the stack.

You will translate business needs into technical designs, contribute to CI/CD, and support customers with demos and tooling, while collaborating with cross-functional teams.