Senior Machine Learning Engineer

Quick Facts

• Contract: 12 months (contract for services)
• Work mode: Remote
• Location: Warsaw
• Role: Senior Machine Learning Engineer

Description

You will help build a platform that accelerates and simplifies the creation and modification of 3D scenes using advanced machine learning. The work focuses on improving model quality while ensuring scalability and performance, using modern data-processing and ML research workflows.

The role includes collecting open data, designing and implementing experiments, scaling solutions, and evaluating them in production-like environments.

Responsibilities

• Design methods for collecting data from open sources
• Design and implement research studies and experiments according to the project plan
• Implement outcomes from scientific research
• Troubleshoot issues arising during research, covering both quality and performance
• Report results and work progress
• Scale experiments and finished methods for large datasets with attention to availability and processing performance
• Monitor the state of knowledge to ensure chosen technologies are appropriate and current
• Evaluate solution quality and performance in environments close to production

Requirements

• Experience in a similar position
• Strong knowledge of AI/ML topics (deep learning, machine learning, machine learning lifecycle)
• Experience implementing results from scientific research
• Strong knowledge of the ML stack (Python, myPy, UV, PyTorch, MLflow, DVC, W&B, GitLab CI/CD + MLOps, Docker)
• Ability to work independently
• English proficiency to fully understand scientific publications
• Knowledge of ML methods for 3D and/or text data processing is an advantage

Benefits

• Contract for services for 12 months
• Monthly gross salary: 17,000–20,000 PLN
• Full-time
• Remote work
• Warsaw-based role