Senior ML engineer

About the Position

Avenga is an international engineering firm helping businesses operate with AI at the core. With 6,000+ experts worldwide, we combine engineering expertise with AI-native thinking to turn ambitious ideas into real-world impact across industries, technologies, and markets.

We are looking for a Senior Machine Learning Engineer to join our team and work on developing accurate models of industrial equipment and system behavior.

You will work with both experimental and observational data, iterating on ML approaches, evaluating results, and helping turn successful experiments into production-ready solutions.

Responsibilities

• Preprocess, clean, harmonize, and prepare datasets for machine learning models.
• Select, adapt, and potentially combine existing deep learning architectures to meet project goals.
• Develop the necessary supporting infrastructure and integration (“glue”) around ML models.
• Leverage LLMs to accelerate development and implementation where appropriate, including supervising LLM-generated solutions.
• Design and run experiments to evaluate model performance and identify the most effective approaches.
• Document experiments, results, and learnings to support decision-making and define the final production solution.
• Collaborate with engineering and domain experts to translate industrial requirements into effective ML solutions.

Requirements

• Strong experience in Machine Learning / Deep Learning and practical model development.
• Experience working with real-world datasets, including data preprocessing and harmonization.
• Solid understanding of deep learning architectures and the ability to adapt existing models to specific use cases.
• Experience designing and evaluating ML experiments.
• Strong Python and software engineering skills.

Nice to Have

• Experience with A/B testing and experimentation.
• Experience with recommender systems or related ML domains.
• Experience in industrial software, industrial engineering, or industrial applications.

We Offer

• Fully Remote position based in EU Countries.
• Opportunity to work with cutting-edge AI technologies.
• Be part of a diverse and inclusive team at Avenga.

About the Company

People are at the core of Avenga. We provide equal opportunities regardless of race, ethnicity, gender identity, sexual orientation, disability, age, religion, or any other characteristic. We are committed to a respectful environment where everyone can be themselves, share their ideas, and feel that they belong.

Application Process

1. Send your CV: Tell us about your core skills and what you're looking for next.
2. Talent Call: Meet our Talent team to talk about your goals and experience while exploring our culture and the way we work.
3. Technical Interview: We'll explore your experience, strengths, and approach to work to see what we can build together.
4. Customer Interview: For some roles, you'll meet our customers to understand the outcomes your expertise can help create.
5. Welcome to Avenga: An offer is just the beginning. We welcome you to put your expertise into action and shape what's next together.