Espoo, Uusimaa, Finland · Hybrid
<div><div><p><em>Do you want to work on real 3D machine learning and build practical solutions together with a team of point cloud experts?</em> <br><br></p></div><div><p>At Advian, we’re looking for a hands-on Machine L…
Skills: Machine learning, Point cloud analysis, LiDAR, 3D machine learning, Python
Espoo, Uusimaa, Finland · Hybrid
<div><div><p><em>What if your next machine learning model could help explain why a production process behaves the way it does?</em> </p></div><div><p> </p></div><div><p>Advian is looking for a Machine Learning Engineer t…
Skills: Machine Learning, Industrial IoT, Time Series Analysis, Anomaly Detection, Root-cause Investigation
Espoo, Uusimaa, Finland · Hybrid
<div><div><div><div><div><div><p><em>Are you ready to help bring AI from prototypes into real industrial environments — where software, data, and hardware come together to solve complex operational challenges? </em></p><…
Skills: Artificial Intelligence, Machine Learning, Computer Vision, Internet of Things, Real-time data
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The Machine Learning Engineer will develop and prototype 3D ML algorithms for LiDAR and point cloud data. They will collaborate with customers and team members to transform early-stage prototypes into practical, real-world solutions.
Candidates should have hands-on experience with machine learning, 3D point cloud data, and proficient Python programming skills. Professional proficiency in both Finnish and English is required for this role.
Do you want to work on real 3D machine learning and build practical solutions together with a team of point cloud experts?
At Advian, we’re looking for a hands-on Machine Learning Engineer to work on practical ML and point cloud analysis projects.
You may still be relatively early in your engineering career, but already have hands-on experience, the ability to work independently, and the motivation to grow into a strong 3D ML expert.
In this role, you’ll work closely with customers, domain experts, and other developers — and see how your solutions perform in practice.
Advian turns data into real value by tackling tough challenges with expertise and methods you won’t find elsewhere. Our core strengths are Edge AI, GeoAI, and the intelligent use of data. We work across industries with technically demanding and innovative projects, often solving problems where standardsolutions don’t exist. Our flat and self-directed organizational culture gives you the autonomy to drive impact while benefiting from support among highly skilled colleagues.
As a Machine Learning Engineer, you work on machine learning and point cloud analysis projects from early-stage prototyping toward practical real-world solutions. Projects involve LiDAR, point cloud data, and 3D machine learning.
You work as part of the point cloud team, working hands-on on the development and prototyping of 3D ML algorithms. The focus is on solving real customer problems with practical and efficient approaches.
Your daily responsibilities include:
- Developing ML methods for LiDAR and point cloud data
- Working with 3D ML tasks such as classification, segmentation, and object detection
- Processing and analyzing point cloud datasets
- Collaborating with customers and other team members
WHAT WE ARE LOOKING FOR
We would fit each other perfectly if you have:
- Machine learning skills (such as classification, segmentation, and object detection), including model training and evaluation
- Experience working with 3D point cloud data
- Proficient programming (Python) and data processing skills
- Version control experience (Git)
- Finnish and English skills (both at a professional working level)
- Understanding of computer vision methods
- Understanding of geospatial data / georeferenced point clouds
- Experience with solutions taken into production
- Experience working with infrastructure domain
WHY ADVIAN
At Advian, you get hands-on responsibility early, while still having support from highly skilled colleagues around you. Our low-hierarchy and self-directed culture gives you the freedom to experiment, learn, and grow as an expert.
Who better to tell than the co-Advians themselves? Many describe Advian as a place where freedom, trust and self-direction enable meaningful work.
- Hybrid and flexible work, combining independent work with close collaboration with teams and customers
- A low-hierarchy, self-directed culture
- Hands-on work with machine learning and point cloud data
- Opportunities to grow into a 3D ML expert
- A supportive team of top professionals
Read more about Advian and co-Advians on our website.
Share your goals in your application and send it through our career portal no later than 18.8.2026.
If you have any questions, feel free to contact our People Lead Pinja Fernström ([email protected])
Only goals and dreams as limits!
Your shortcut to success
Advian builds advanced data and technology solutions for industries where operational reliability directly affects the bottom line. We founded Advian in 2019 because we believed the way technology was being sold to industry was broken: overpromised, underdelivered, wrapped in jargon and billed by the hour. That founding conviction shapes everything about how we work. We specialise in two industries where the cost of poor decisions is real and the data to make better ones already exists. In manufacturing, we build quality inspection systems, production optimization solutions and machine vision applications that improve OEE, reduce waste and drive factories toward their true production potential. In energy and district heating, we build forecasting models, leak analytics and network optimisation solutions that reduce losses, improve planning and support more sustainable operations. Before we build anything, we establish whether it is worth building. We start from concrete business targets, work with existing equipment and infrastructure, and scale from a focused starting point to full operational visibility. Our team of 45+ specialists brings an average of 15 years of industry experience in Edge AI, GeoAI, machine vision, IoT and data engineering. We operate from our headquarters in Otaniemi, Espoo, with a growing international presence. We don't consult. We deliver.
Offices: Miestentie 7, Espoo, Southern Finland 02150, FI · Kalevantie 2, Technopolis Yliopistonrinne, Tampere, Pirkanmaa 33100, FI
Your shortcut to success
Advian builds advanced data and technology solutions for industries where operational reliability directly affects the bottom line. We founded Advian in 2019 because we believed the way technology was being sold to industry was broken: overpromised, underdelivered, wrapped in jargon and billed by the hour. That founding conviction shapes everything about how we work. We specialise in two industries where the cost of poor decisions is real and the data to make better ones already exists. In manufacturing, we build quality inspection systems, production optimization solutions and machine vision applications that improve OEE, reduce waste and drive factories toward their true production potential. In energy and district heating, we build forecasting models, leak analytics and network optimisation solutions that reduce losses, improve planning and support more sustainable operations. Before we build anything, we establish whether it is worth building. We start from concrete business targets, work with existing equipment and infrastructure, and scale from a focused starting point to full operational visibility. Our team of 45+ specialists brings an average of 15 years of industry experience in Edge AI, GeoAI, machine vision, IoT and data engineering. We operate from our headquarters in Otaniemi, Espoo, with a growing international presence. We don't consult. We deliver.
Offices: Miestentie 7, Espoo, Southern Finland 02150, FI · Kalevantie 2, Technopolis Yliopistonrinne, Tampere, Pirkanmaa 33100, FI
