What if your next machine learning model could help explain why a production process behaves the way it does?
Advian is looking for a Machine Learning Engineer to develop machine learning solutions for industrial and manufacturing environments. In this hands-on role, you'll work with industrial IoT and process data to detect anomalies, uncover root causesand solve real-world machine learning challenges.
From understanding complex production processes to deploying models into use, you'll help turn industrial data into practical improvements.
ADVIAN
Advian turns data into real business value by solving complex challenges with expertise and methods you won’t find elsewhere. Our core strengths are Edge AI, GeoAI and intelligent use of data, which we apply across multiple industries, including energy and industrial environments.
Our flat and self-directed organizational culture gives you both autonomy and support — allowing experienced professionals to focus on meaningful, high-impact work.
THE ROLE
In this role, you develop machine learning solutions used in real operations. Your primary focus is on industrial IoT and process data, including time series analysis, anomaly detection and root-cause investigations.
Your work typically includes:
- Solving real-world industrial and manufacturing problems using machine learning
- Analysing IoT and process data to detect anomalies, identify patterns and understand root causes
- Developing and deploying machine learning models for production use
- Making technical and design decisions throughout the project lifecycle, balancing performance, reliability and real-world constraints
- Working closely with customers and technical experts to turn industrial data into practical solutions
WHAT WE ARE LOOKING FOR
We are looking for someone who has:
- 3+ years of experience building and deploying machine learning solutions
- Strong understanding of time series analysis, anomaly detection and other real-world industrial data problems
- Ability to design practical solutions and make independent technical decisions
- Interest in solving industrial and manufacturing challenges using data and machine learning
- Professional communication skills in Finnish and English
It is considered a plus if you have:
- Practical experience in industrial or manufacturing environments
- Background in signal processing
- Background in mathematics or physics
WHY ADVIAN
At Advian, experienced data professionals get to focus on what matters: building solutions that are used in real operations. Our projects are technically demanding and often operate in environments where ready-made solutions don’t exist.
We offer you:
- The opportunity to work on AI solutions used in real operations
- A low-hierarchy, self-directed culture
- A hybrid and flexible work model
- The chance to work closely with experienced engineers and domain experts
- The opportunity to solve challenging industrial AI problems with real-world impact
Read more about Advian and co-Advians on our website.
ARE YOU INTERESTED?
Share your goals in your application and send it through our career portal no later than 14.6.2026. Apply quickly, as we fill the position as soon as we find suitable member for our team!
If you have any questions, feel free to contact our People Lead Pinja Fernström ([email protected] )
Only goals and dreams as limits!