Senior Machine Learning Engineer, R&D
- Applications are considered on a rolling basis
- Multiple locations
Join Northvolt, a pioneering organization committed to shaping the future of energy. We value innovation, collaboration, and sustainability as we work together to create a cleaner, greener world.
We're currently seeking a passionate Senior Machine Learning Engineer to join our Machine Intelligence Team. In this role, you'll leverage your expertise to transform vast amounts of diverse data from our batteries, factories, and R&D facilities into innovative products that tackle significant challenges and uncover valuable insights.
In this role you will:
- Design, assess, implement, and oversee cutting-edge algorithms to optimize processes and uncover insights
- Utilize software engineering to create efficient, scalable solutions for deployment in critical production environments
- Build and deploy state-of-the-art computer vision, natural language processing and other machine learning technologies to Northvolt’s ecosystem
- Support ML Scientists to scale prototype ML models to a production scale
- Maintain and support production ML pipelines
- Stay up to date with the latest machine learning research, sharing your knowledge and expertise
- Employ a data-driven approach to tackle unique and hard problems
- Collaborate x-functionally with Cell Design, Materials Development and Data Engineering teams
- Develop techniques to fuse and leverage simulated and experimental battery performance datasets
The person we are looking for is flexible, curious and eager to learn. You will get the chance to have a real impact on our success story and see the results of your work every day across our R&D labs and factories. Our organization values great self-discipline and a natural talent to make things happen. Qualities that we cherish are a strong sense of quality, friendliness, grit and a sense of humor.
Work with great people
Skills & Requirements
We believe you have:
- 5+ years of industry experience building and deploying scalable Machine Learning technologies
- Strong software engineering background: demonstrated ability to design, develop, and maintain high-quality, scalable, and modular code, with a deep understanding of software design patterns and principles
- Deep knowledge of machine learning pipelines, from data processing to training to performance analysis and scalability
- Experience working on machine learning projects, including training, tuning and deployment of models
- Comfortable with the Python scientific stack and deep learning frameworks like TensorFlow and PyTorch
- Experience with data & model versioning, handling large datasets and working with containerization and orchestration of applications
- Experience training and deploying ML models using AWS or Google Cloud
- Strong communication skills, specifically with a diverse audience
Bonus points for:
- General understanding of Li-ion battery modeling, and cell design parameters
- Knowledge in detailed battery modeling and electrochemistry
- Experience with data-scarce ML techniques (e.g.: Self-Supervised Learning, Contrastive Learning, Knowledge Distillation, Transfer Learning, etc.)
- Manufacturing Data Analysis (factories, control systems) experience
- Ability to make sense of data from disparate sources from a large diversity of sensors (optical, motion telemetry, physical, and simulation)
- Strong skills in mathematical modeling of dynamical systems and distributed parameter systems
Apply with your CV in English or your complete LinkedIn profile.
Full time employment, fixed salary.
Desired starting date is ASAP.
Great Place to Work
World leading technique
Top specialists as team peers
International environment
Fast paced & entrepreneurial culture
Warrant program
Wellness grant
About the company
Northvolt makes green batteries for a blue planet. Affordable cells and high-quality battery systems. All manufactured with a record-low carbon footprint. Purposely built to provide Europe with the opportunity to switch to renewable energy – efficiently and entirely.
To accomplish this, we do things differently. We design, manufacture, and recycle everything under one roof. We even build our own factories. All this is incredibly challenging and requires us to think in unconventional ways. We’re constantly experimenting, learning and adapting to make batteries so great – they will one day make oil history.
Northvolt is growing fast. We’re staffing our international office in Stockholm, our R&D facility, Northvolt Labs, in Västerås, as well as our Gdansk facility for production of battery systems. We're also hiring for our gigafactory Northvolt Ett in Skellefteå, Sweden. We want to work with smart individuals from all disciplines. Strong individuals that truly want to make a positive impact on the future. Those of us already on board share a passion for our mission. We’re prepared to work hard in pursuit of excellence. We enjoy the ride and our main drive is to make a difference for real. As a team, we’re dedicated to thinking new, working hard and having fun.
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