data scientist - industrial systems
Sep 16, 2026 · Everllence
What you'll do
- Combine engineering and domain knowledge with operational data to create valuable products
- Identify and frame use cases for troubleshooting, performance optimization, and decision support
- Explore data using statistical and physics-informed methods to distinguish system behavior
- Develop algorithms and models for diagnostics, anomaly detection, and performance insights
- Work with developers to convert analytical models into maintainable production software for edge deployment
- Collaborate with domain experts to validate findings and identify new opportunities
- Ensure data quality, validation, traceability, and communicate uncertainty effectively
- Leverage Artificial Intelligence and Machine Learning to add value for users and products
- Translate complex analytical findings into practical, actionable insights
Key requirements
- Data analysis with statistical, signal-processing, and physics-informed methods
- Algorithm development and diagnostic modeling including anomaly detection
- Programming skills in Python and C# for developing maintainable logic
- Ensuring data quality, validation, traceability, and communicating uncertainty
- Edge computing deployment in operational environments
- Collaboration skills and proficiency in English
- Engineeringpreferred
Benefits
- Flexible working arrangements, including the possibility to work from home 2-3 days per week after the initial onboarding period of three months, subject to manager agreement and business requirements.
- Attractive compensation package.
- Continuous training opportunities and opportunities for professional growth and advancement.
About the job
As a Data Scientist - Engineering Applications, you will play a key role in transforming operational and engineering data into actionable insights and valuable digital products. You will work closely with domain experts, software developers, and product stakeholders to identify opportunities…
About the company
Being one of the oldest industrial companies in the world, we have decided to focus all our energy on industrial decarbonization. We at Everllence are already known worldwide for our solutions focused on reducing climate-damaging emissions in shipping, energy generation and industrial processes.
This is now reflected by changing our name from MAN Energy Solutions to Everllence.
“Our name change is the logical next step in implementing our ‘Moving big things to zero’ strategy, which focuses on decarbonization and efficiency solutions for hard-to-abate industries.”
Dr Uwe Lauber, CEO Everllence
What does the name Everllence stand for?
First ever
We have been writing industrial history since the dawn of industry, but our focus has always been on the future.
EVER also contains FIRST EVER – the invention and development of new solutions and technologies, the engineering and pioneering spirit that has always characterized us.
From the invention of the first diesel engine, driving the first power plant and ocean-going ship, to the first subsea compressor that operates at a depth of 300m on the seabed or the first large heat pump to replace a coal-fired power plant – the FIRST EVER is in our DNA.
Excellence
The pursuit of EXCELLENCE drives and motivates us. Our ambition is to achieve the highest standards at every stage of the value chain — or to set entirely new standards.
We have defined five dimensions of EXCELLENCE:
in our customer relationships, in process and quality, in technology, in sustainability, and in our corporate culture.
We firmly believe: It is the relentless pursuit of EXCELLENCE across all these dimensions that has fueled our company's innovation, pioneering spirit, and technological precision over the centuries — and continues to do so to this day.
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About the company
Being one of the oldest industrial companies in the world, we have decided to focus all our energy on industrial decarbonization. We at Everllence are already known worldwide for our solutions focused on reducing climate-damaging emissions in shipping, energy generation and industrial processes.
This is now reflected by changing our name from MAN Energy Solutions to Everllence.
“Our name change is the logical next step in implementing our ‘Moving big things to zero’ strategy, which focuses on decarbonization and efficiency solutions for hard-to-abate industries.”
Dr Uwe Lauber, CEO Everllence
What does the name Everllence stand for?
First ever
We have been writing industrial history since the dawn of industry, but our focus has always been on the future.
EVER also contains FIRST EVER – the invention and development of new solutions and technologies, the engineering and pioneering spirit that has always characterized us.
From the invention of the first diesel engine, driving the first power plant and ocean-going ship, to the first subsea compressor that operates at a depth of 300m on the seabed or the first large heat pump to replace a coal-fired power plant – the FIRST EVER is in our DNA.
Excellence
The pursuit of EXCELLENCE drives and motivates us. Our ambition is to achieve the highest standards at every stage of the value chain — or to set entirely new standards.
We have defined five dimensions of EXCELLENCE:
in our customer relationships, in process and quality, in technology, in sustainability, and in our corporate culture.
We firmly believe: It is the relentless pursuit of EXCELLENCE across all these dimensions that has fueled our company's innovation, pioneering spirit, and technological precision over the centuries — and continues to do so to this day.
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