Senior Data Scientist
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Job Location:
Monthly Salary:
Posted on:
8 hours ago
Vacancies:
1 Vacancy
Job Summary
At Alstom we understand transport networks and what moves people. From high-speed trains metros monorails and trams to turnkey systems services infrastructure signalling and digital mobility we offer our diverse customers the broadest portfolio in the industry. Every day 80000 colleagues lead the way to greener and smarter mobility worldwide connecting cities as we reduce carbon and replace cars.
Your future role
Take on a new challenge and apply your data science expertise in a cutting-edge field. Youll work alongside innovative and collaborative teammates.
Youll play a key role in shaping Alstoms next-generation data-driven solutions for the mobility industry. Day-to-day youll work closely with teams across the business (engineering experts data engineers DevOps/MLOps engineers and HMI designers) develop machine learning models and contribute to the development of proof-of-concept applications in maintenance operations energy and city flow domains.
Youll specifically take care of extracting key insights from mobility data using advanced tools and techniques but also contribute to building AI/ML software modules to enhance customer performance and experience.
Well look to you for:
Designing and developing data-driven solutions integrating engineering aspects and evaluating financial impacts
Implementing feature selection/extraction methods to improve ML models and derive interpretable insights
Building and optimizing machine learning models including supervised and unsupervised approaches
Assessing and enhancing the quality of incoming data and model outputs using appropriate evaluation metrics
Collaborating with domain experts to define and meet business requirements
Creating reports and explanatory materials to communicate insights effectively
Evaluating opportunities from emerging mathematical approaches and data science technologies
Applying strong testing and quality assurance practices
All about you
We value passion and attitude over experience. Thats why we dont expect you to have every single skill. Instead weve listed some that we think will help you succeed and grow in this role:
Masters Degree in computer science or engineering supplemented by training in data science/ML or related disciplines
7 years of experience as Data Science/ML
Excellent knowledge of Python programming
- Strong knowledge on Computer vision and video analytics
Understanding of modern statistics including time-series and signal processing text mining or image processing
Experience with Python data science stack (e.g. pandas scikit-learn keras numpy tensorflow)
Strong knowledge of artificial intelligence and machine learning algorithms (e.g. classification regression dimensionality reduction neural networks deep learning)
Experience in building and optimizing supervised and unsupervised ML models
Experience with database management (SQL ElasticSearch etc.)
Proficiency in a LINUX environment (shell scripting)
Optional: Experience in PHM predictive maintenance traffic modelling NLP video analytics or sequence mining
Optional: Familiarity with Git and release management
Things youll enjoy Join us on a life-long transformative journey the rail industry is here to stay so you can grow and develop new skills and experiences throughout your career. Youll also:
Enjoy stability challenges and a long-term career free from boring daily routines
Work with cutting-edge technologies to revolutionize digital mobility
Collaborate with cross-functional teams and supportive colleagues
Contribute to innovative projects in the mobility domain
Utilise our flexible and inclusive working environment
Steer your career in whatever direction you choose across functions and countries
Benefit from our investment in your development through award-winning learning programs
Progress towards leadership or technical expert roles
Benefit from a fair and dynamic reward package that recognizes your performance and potential plus comprehensive and competitive social coverage (life medical pension)
You dont need to be a train enthusiast to thrive with us. We guarantee that when you step onto one of our trains with your friends or family youll be proud. If youre up for the challenge wed love to hear from you!
Important to note
As a global business were an equal-opportunity employer that celebrates diversity across the 63 countries we operate in. Were committed to creating an inclusive workplace for everyone.
Required Experience:
Senior IC
Key Skills
- Laboratory Experience
- Mammalian Cell Culture
- Biochemistry
- Assays
- Protein Purification
- Research Experience
- Next Generation Sequencing
- Research & Development
- cGMP
- Cell Culture
- Molecular Biology
- Flow Cytometry
About Company
Leading the way to greener and smarter mobility worldwide, Alstom develops and markets integrated systems that provide the sustainable foundations for the future of transportation.
