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Jonas’s Journey from Mathematical Engineering to Real-World Data Science

Published online: 06.03.2026

From predictive heating optimisation and automated ESG reporting to data‑driven purchasing at DK Company, Jonas Rabjerg Mikkelsen has built a career that sits firmly at the heart of modern data science. With a foundation in Mathematical Engineering from Aalborg University, he now develops solutions that help organisations understand their consumption, reduce waste and make smarter decisions.

News

Jonas’s Journey from Mathematical Engineering to Real-World Data Science

Published online: 06.03.2026

From predictive heating optimisation and automated ESG reporting to data‑driven purchasing at DK Company, Jonas Rabjerg Mikkelsen has built a career that sits firmly at the heart of modern data science. With a foundation in Mathematical Engineering from Aalborg University, he now develops solutions that help organisations understand their consumption, reduce waste and make smarter decisions.

By Astrid Helene Mortensen, AAU Communication & Public Affairs

When Jonas Rabjerg Mikkelsen started his bachelor’s in Mathematical Engineering back in 2016, he had no idea just how directly his education would feed into real‑world problem‑solving. Today, his work spans everything from predictive heating optimization and ESG automation to data‑driven fashion forecasting. His career story is a compelling example of how a degree in Mathematical Engineering can open many doors.

Industry Access That Made the Difference

Although the programme wasn’t large, Jonas Rabjerg Mikkelsen quickly discovered that Mathematical Engineering offered something unique: close industry connections. During his Master’s, he worked with Oticon on acoustic technology - a partnership made possible through a university-affiliated professor.

Then came the pandemic. With teaching shifting online, Jonas Rabjerg Mikkelsen decided to make the most of the sudden flexibility. He moved to Silkeborg and spent his final study year physically embedded at Kamstrup, working as a student researcher. There, he completed both a project and his master thesis using Kamstrup’s data and equipment.

“I couldn’t be paid as a master's student, but the value was access - to data, to equipment, to a real R&D environment.”

These experiences served as a launchpad for his first full‑time jobs.

Understanding User Behavior and Energy Consumption

After graduating, he joined WhiteAway Group, where his focus was analysing user behaviour on the company’s e‑commerce platform. His insights supported developers in optimizing the online shopping experience and guiding customers toward the right products.

Soon, he transitioned into a role that aligned even more naturally with his analytical background: Data Scientist at ReMoni.

At ReMoni, he worked at the intersection of data, sustainability, and automation. The company helps organisations understand and reduce consumption across electricity, water, and heat. He was involved in building several of ReMoni’s core products from the ground up, including predictive heating optimization, automatic ESG reporting and anomaly detection and alerts.

It was easier for me to understand their work than for them to understand the most theoretical parts of mine.

Data scientist Jonas Rabjerg Mikkelsen, alumni from Mathematical Engineering

A New Challenge

Recently, Jonas Rabjerg Mikkelsen stepped into a new role at DK Company, one of the major players in Scandinavian fashion. His mission is ambitious: Build a new data product that helps the business buy smarter - predicting demand across brands, categories, and seasons.

The goal is to avoid overproduction, reduce waste, and optimize stock levels by using:

  • historical sales patterns
  • long‑term weather forecasts
  • trend signals
  • probabilistic forecasts

Even in fashion - a world many assume is purely creative - Jonas has found big opportunities for mathematical modelling.

Fact box

Essential Skills Jonas Brings to Data Product Development

When asked what he uses most from his degree, Jonas Rabjerg Mikkelsen doesn’t hesitate:

  1. Python
    Almost everything he builds begins and ends with Python.
  2. Problem refinement
    Turning a vaguely described business challenge into a well‑defined, solvable technical problem.
  3. A strong theoretical foundation
    While he may only use 10% of the methods in his daily work, the value lies in knowing which tool solves which type of problem.
  4. The ability to deliver early prototypes
    Industry doesn’t have six months to wait for first results. Getting early “trial balloons” out is essential.

    “The theory is incredibly hard to compete with. That foundation is what lets you look at any data problem and figure out how to approach it,” explains Jonas Rabjerg Mikkelsen.

Opening Doors with Mathematical Thinking

Jonas Rabjerg Mikkelsen often found that his understanding of theory made it easier to guide projects and collaborate across teams - especially with software developers.

“It was easier for me to understand their work than for them to understand the most theoretical parts of mine.”

Mathematics Engineering gave him a mindset that every problem has a structure - and a mathematical door through which it can be solved

From hearing‑aid acoustics to smart‑building automation to fashion forecasting, Jonas Rabjerg Mikkelsen’s career demonstrates a powerful truth: A strong theoretical background in mathematics can unlock almost any industry - especially when paired with practical programming skills and a willingness to refine real-world problems.

His journey is a testament to how analytical skills don't limit your career path - they broaden it.

Facts about the programme in Mathematical Engineering (BSc)

  • Duration: 3 years (180 ECTS credits)
  • Language: Danish
  • Admission requirements: Mathematics A, English B, Physics B or Earth Science A
  • Job opportunities: After the bachelor's degree, most students continue on to a master's degree. Afterwards, job opportunities could be in data analysis, software development, AI, energy and advanced technology.

Curious about Jonas' education?

In the Bachelor's degree program in Mathematical Engineering, you learn to solve important tasks for society using mathematical models, calculations, and engineering. The tasks can be anything from reducing noise in hearing aids to improving traffic in a big city.

More about Mathematical Engineering (in Danish)