Physicist as Data Scientist / Algorithm Developer in the field of EMAT (all genders welcome)

RxREVU, Inc.; Lingen (Ems); Vor Ort; EUR 70.000 - 90.000; Vollzeit

Benefits dieser Stelle

Flexible hours

Partial home office

Company restaurant (Lingen)

Pension benefits

Fresh fruit daily

Zusammenfassung

ROSEN Group is seeking a Physicist as Data Scientist / Algorithm Developer for EMAT-related data. You will work in Lingen/Osnabrück on implementing algorithms for object detection and classification from pipeline inspection data, leveraging ML, signal processing and computer vision within self-organizing teams.

Ideal candidates have a physics doctoral or master’s degree, strong math, and programming skills in Python/C/C++/Java, with German and English proficiency.

Qualifikationen

• Degree or doctorate in physics (required).
• Solid knowledge of applied mathematics (linear algebra, optimization, stochastics).
• Experience in algorithm development and data mining.
• Proficiency in object-oriented programming (Python, C/C++, Java).
• Experience in signal processing, ML, computer vision; XAI/MLOps desirable.

Aufgaben

• Develop algorithms for detection/classification from data from pipeline inspection devices.
• Co-design and apply AI, HPC, data persistence and big data solutions.
• Collect, prepare, process and analyze large heterogeneous data sources.
• Develop methods in signal processing, ML, computer vision; use third-party components.
• Deliver algorithms as MVPs focused on customer experience; collaborate to integrate into software.

Kenntnisse

Physics

Python

C/C++

Java

Data mining

Machine learning

German

English

Ausbildung

PhD/ Masters in Physics

Jobbeschreibung

Physicist as Data Scientist / Algorithm Developer in the field of EMAT (all genders welcome)

Location: Lingen/Osnabrück

What you can expect

For our development team in Lingen (Ems) or Osnabrück we are looking for a

Data science refers to the extraction of knowledge from data. We achieve this through the use of the most modern tools from the areas of big data, high performance computing and artificial intelligence, especially deep learning. Our solutions in the area of predictive analytics allow the safe operation of critical infrastructures. An agile way of working and technological expertise enable us to master the greatest challenges. You will become part of our self-organizing teams, in which an exchange of knowledge with colleagues from different departments is inherent. We have the highest demands on ourselves to learn new things and to perfect old things. In this way, we are prepared for the future.

RESPONSIBILITY:

• Development of algorithms for the detection and classification of objects from data measured by our pipeline inspection devices
• Co-design and use of technological trends, for example in the areas of artificial intelligence, high performance computing, data persistence and processing, and big data solutions
• Collecting, preparing, processing and analyzing large heterogeneous data sources
• Development of algorithmic methods from the areas of signal processing, machine learning and computer vision and use of 3rd party components
• Provision of algorithms and intelligent services in the form of minimum viable products with a focus on customer experience
• Interdisciplinary collaboration in the integration of the algorithms into our software applications

What you will bring

To become part of the ROSEN family, you are team minded and convince by an independent and structured work behavior. Moreover, you should bring with you:

• Degree or doctorate in physics
• Solid knowledge of applied mathematics (linear algebra, optimization methods, stochastics)
• Knowledge of at least one object-oriented programming language (e.g. Python, C/C++ or Java)
• Methodological skills in the field of data mining and machine learning, in particular supervised and unsupervised learning
• Experience in algorithm development, for example for descriptive and diagnostic analyses, as well as with forecasting methods
• Basic knowledge of non-destructive testing using ultrasound/EMAT and experience in the subject areas of explainable artificial intelligence, MLOps and applied statistics desirable
• Experience in software engineering is an advantage
• Good written and spoken German and English language skills

What we offer

• Development opportunities and career opportunities in a global, innovative and long-term oriented group of companies with family character
• Flexible working hours & working time accounts as well as partial home office for a good work-life balance (38 hours/week)
• An open, informal corporate culture, where we celebrate success with social events
• Compatibility of work and family through our company-owned bilingual day care center ROKIDS as well as our bilingual elementary school ROBIGS (optional: day care during the holiday)
• Employer funded pension and capital accumulation benefits
• Company Restaurant (only in Lingen) and fresh fruit is available daily
• Various in-house sports activities (EGYM Wellpass and other offers)
• Attractive leasing offers for IT-products and bikes for private use
• Corporate Benefits - employee offers in changing online shops at top conditions

Who we are

The ROSEN Group is a leading global provider of cutting-edge solutions in all areas of the integrity process chain. Since its beginnings as a one-man business in 1981, ROSEN has grown rapidly and is today a technology group that operates in more than 110 countries with over 4,000 highly qualified employees.

ROSEN's products and services:

• Inspection of critical industrial assets to ensure reliable operations of the highest standards and effectiveness
• Customized engineering consultancy providing efficient asset integrity management
• Production and supply of customized novel products and systems
• Market-driven, topical state-of-the-art research and development providing "added-value" products and services

For more information about the ROSEN Group, go to www.rosen-group.com .

Do you have any questions?

Kerstin Lange

Recruitment