Senior Data Scientist, Univers
Wind Turbine Analytics
Comprehensive decarbonization system
Job no longer available
Comprehensive decarbonization system
501-1000 employees
Job no longer available
501-1000 employees
Company mission
To help the world’s leading businesses get the world to net zero - and what comes after it.
Role
Who you are
- We are looking for a skilled professional with a solid technical background in wind turbine technology to join our fast-growing team focused on the digitalization of renewable energy and energy IoT at Bazefield Univers
- Master’s, or PhD in Data Science, Machine Learning, Applied Mathematics, Computer Science, or a related field
- Strong understanding of machine learning and deep learning techniques and frameworks (e.g., Scikit-learn, TensorFlow, PyTorch)
- Proficiency in Python following clean code practices, experiences in time series analysis, statistics and machine learning
- Strong background in wind turbine performance analysis and fault detection
- Experience in the development and deployment of AI-driven products in the wind industry
What the job involves
- The challenge is immense, but so are the rewards. Join our team and help move the planet towards sustainability
- As part of this team, you will collaborate closely with a global network of renewable energy experts and work cross-functionally with front-end and back-end software development teams
- You will contribute to the creation of AI-driven software products, specializing in wind turbine analytics and component failure prediction
- Additionally, you will engage with external stakeholders, supporting clients in solving complex analytics challenges and optimizing their renewable energy operations
- Actively program and contribute to the product roadmap, implementing both physics-based and machine learning-based solutions. Develop new product ideas and enhancements to maintain innovation and competitiveness
- Build predictive algorithms focused on assessing the health of critical wind turbine components, such as blades, gearboxes, bearings, and generators, with an emphasis on using advanced AI techniques
- Determine the most effective way to present analysis results to users, ensuring they drive actionable insights and maximize value. Interact with the software engineering team to implement your ideas
- Work with software development teams to integrate diagnostic algorithms into real-time monitoring platforms. Ensure the system is scalable, user-friendly, and provides engineers with actionable information
- Enhance existing monitoring systems and develop new algorithms based on evolving wind turbine technology, changes in environmental conditions, and new data sources (e.g., drones, lidar)
- Work closely with internal teams—Go-to-Market, Presales, Solution Architects, and Software Development—as well as external stakeholders, including renewable asset owners, developers, and O&M companies, to drive project alignment and value
- Represent the company as an industry expert by presenting at conferences and trade shows, publishing papers, and engaging in market-facing activities to drive product recognition and adoption
Our take
Univers (formerly known as Envision Digital) is one of the leading renewable energy management companies in the world. Utilizing tech solutions to the global climate crisis, it has become a partner for over 500 mid to large-scale companies wanting to reduce their carbon footprint - including the likes of Microsoft, Starbucks, and HSBC.
The company delivers a large suite of products that focus on all digital sides of carbon reduction. This includes renewable hardware maintenance, e-mobility charging, and consumption monitoring among other capabilities. Together, the suite enables accurate measuring of environmental impact through connected devices and allows for actionable insights to be gained from this data, empowering users to make meaningful changes.
With 20 million devices connected, and over 560GW of renewable energy under management, Univers is certainly established in the space, in 2024 being contracted to build Singapore’s first district-level Smart Grid. As the demand for its solutions no doubt rises in the coming years, it should find even more space to grow - headed towards its ambitions to support the net zero future.
Kirsty
Company Specialist at Welcome to the Jungle
Company
Funding (1 round)
Jun 2022
$210m
SERIES A
Total funding: $210m
Company benefits
- Hybrid work culture with flexible remote days
- Multi-cultural environment
- Opportunity to participate closely in the success of some revolutionary renewable energy & carbon management SaaS
Company HQ
HarbourFront, Singapura
Leadership
Lei Zhang
(CEO)Graduated from the London School of Economics and worked for Total and Barclays Capital in London before returning to China to establish Univers (formerly Envision). Currently appointed into IEA’s "Our Energy Future", the Global Commission on people-centered Clean Energy Transitions. Was also named as one of the “Top 10 Sino US Innovators of the Year” by Forbes China.
Salary benchmarks
We don't have enough data yet to provide salary benchmarks for this role.
Submit your salary to help other candidates with crowdsourced salary estimates.
Share this job
View 2 more jobs at Univers