It takes the brightest minds to be a technology leader. It takes imagination to create green energy for the generations to come. At Siemens Gamesa we make real what matters, join our global team.
Siemens Gamesa has a vision for renewable energy: we believe in the power of nature and technology. Help us to be ready to face the energy challenges of tomorrow and make a green footprint – join the team in creating a better future for us on our planet.
We focus on hiring the best people, wherever they may be in the world. We pride ourselves on the flexibility we offer to our employees and are committed to building a workforce that can grow with the company. Siemens Gamesa is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees.
In our culture of trust, we focus on empowerment, diversity and continuous learning. Valuing our people is what makes us one global team, with our colleagues’ safety at the heart of our organization.
As Advisory Data Scientist you will be a part of a global team with data scientist and specialists in both Brande, Denmark and in Pamplona, Spain, who are dedicated to development of an industry leading Python based diagnostic platform for vibration diagnostics. While the Vibration Diagnostic team is divided in two teams - a development team and an operational team with each their team lead, we work as one team. You will have the two team leads as peers and report to the Head of Vibration Diagnostics.
We are on the journey towards a more Agile setup so it can be expected to take part in cross organizational SCRUM teams as well.
As Advisory Data Scientist in the Vibration Diagnostic team you will have a great opportunity to work with the newest technologies within data science and through this influence future technologies.
You can learn more about our diagnostic services by watching this short video.
How to contribute to our vision
The Vibration Diagnostic team is a part of our newly formed Digital Organization and originating from one of the three pillars in the strategy for the company that is: Digitalization - Turn data into value
Siemens Gamesa produces and sell wind turbines, but an ever growing marked for targeted remote diagnostic troubleshooting and extended prewarning time for serious damages, has led to significant growth in our diagnostic services. Consequently, the Analysis & Diagnostic team is also growing, and this position will add to the team, which today consist of approximately 26 employees in Denmark and Spain. As our services are sold to costumers and plays an important role during the warranty period, working in Vibration Diagnostics brings value to the business by ensuring we meet new demands and to retain our position as world class providers of diagnostic advices, based on Big Data, PCA, Machine Learning and Neural Networks, and is something to be proud of.
As Advisory Data Scientist, you will take part in shaping the future wind turbine diagnostics by being responsible for the development and implementation of diagnostic models and measurement setup for drive trains. With your ability to apply your analytical skills you will be able to recognize patterns in data and develop damage detection algorithms for drive trains based on physical characteristics and PCA/ML, with a strong focus on minimising false positives. In this work you will be in contact with several internal stakeholders to gather the needed knowledge for carrying out your work.
More specifically, your work will cover:
- Implementation of diagnostic models and measurement setup for drive trains
- Development and validation of new signal processing and machine learning algorithms that can detect the smallest deviation in data, indicating drive train defects and predict when an actual failure will occur.
- Ensuring the optimal measurement setup in cooperation with specialists.
- Ensuring we have the right infrastructure for storing our data and the right data model to support our increasing need of access to data. In collaboration with our IT architects.
- Take part in defining how the Vibration Diagnostic team can support the company strategies through development, together with the Vibration Diagnostic management team
Additionally, your tasks will cover; automated data collection, data management, measurement configuration, algorithm development, validation and integration into current diagnostic setup.
What you need to make a difference
Passion for renewable energy and a sense for the importance to lead the change. We are also looking for…
The job requires skills within data science, SQL, NoSQL and Matlab/Python.
The preferred candidate have a MSc or PhD degree within the fields of Signal Processing, electrical engineering, computer science, mathematics or physics.
You have 2+ years of experience working with data science and/or pattern recognition and you have knowledge of condition monitoring systems and the dynamics of drive train components. In your career, you have gained experience in statistical analysis data science and performing analytics on large data sets and a profound knowledge about scientific programming (Python, Matlab, R etc.), preferably from an industrial enterprise.
You have an analytical and innovative mindset. You are not afraid of working with terabytes of data and you have extensive knowledge about signal processing Like applying PCA, ML and DL methods on data.
It comes naturally to you to build and maintain good and rewarding relationships and You are highly result-oriented with knowledge of data science and an ownership attitude, and you are able to drive tasks independently as well as part of a team.
Furthermore, you possess excellent English skills, both orally and written while Danish language skills are a plus, but not a requirement.
In case you have acquired your skills in alternative ways your application is just as well appreciated
In return of your commitment we offer you…
Become a part of our mission for sustainability: Clean energy for generations to come. We are a global team of diverse colleagues who share a passion for renewable energy and have a culture of trust and empowerment to make our own ideas a reality. We focus on personal and professional development to grow internally within our organization. Siemens Gamesa offers a wide variety of benefits such as flexible working hours as well as home-office possibility for many colleagues, employer-funded pension, attractive remuneration package (fixed/variable) and local benefits such as subsided lunch, employee discounts and much more
Empowering our people
How do you imagine the future?
Our global team is on the front line of tackling the climate crisis, reducing carbon emissions – the greatest challenge we face.
If you have specific questions about the position, please contact the hiring manager Bo Rømer-Odgaard via phone +45 3037 5053
For further information regarding the recruitment process, please send the recruiting team an email via firstname.lastname@example.org. Please mention the Job ID in the email.
Please apply in English via the apply button.
We kindly draw your attention to the fact that this email may NOT be used for sending applications or CVs for evaluation.
For more information about working in Denmark, please see this link: https://www.siemensgamesa.com/explore/journal/wind-engineers-in-denmark
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