Machine Learning Engineer

Arbetsbeskrivning

Pushing boundaries for a sustainable future
Can clean-energy tech change the world? We say yes. Here’s why. The way we heat our homes today is responsible for 15% of all of Europe’s CO2 emissions. Switching to sustainable, clean energy solutions is the easiest and most impactful way households can play their part in net zero.

We are a next-generation home energy champion. We passionately believe that creating smart, sustainable homes is our way to make a positive impact in the world. Clean-energy tech is purposeful work. Urgent work. We’d love you to do it with us.


About the role
As a machine learning engineer in our engagement team, you will be part of an agile, cross-functional team creating an engaging experience for our customers when they have their energy solution installed at home. Your main mission is to develop creative solutions to minimize costs and reduce the emissions of our clients, directly impacting their environmental and financial sustainability.

You will work on creating ML solutions in their entirety, from brainstorming about the problems we are trying to solve to developing the models and productionize them. You will work closely with people all the way from embedded engineers to app design ensuring that our models can interact with the physical product, while also be simply visualized in the app.

Other responsibilities include:

- Gathering and analyzing data to drive insights and optimization
- Create and improve the method that creates our model
- Continuously improve our model focussed on client cost and emission reductions






What we would like you to have

Besides an entrepreneurial mindset and the ability to deal with constant change, we would like you to have:

From a technical perspective:

- 3+ years of experience in machine learning and/or data science
- Passion for understanding problems and figuring out solutions
- Experience of working close with data engineers and aligning theoretical models with operational limitations

- Experience with GCP (Google Cloud Platform), AWS and/or Azure
- Deep understanding of data science models, down to the mathematical level
- Experience in programming languages such as Python, R, or Java


Nice-to-have:

- Scikit-learn and various specialized Python and ML libraries
- Deep learning frameworks such as Pytorch and Tensorflow/Keras


As a person, we would like you to be/have:

- A curious and collaborative person
- Have a technical depth that you can use to figure out creative solutions
- Have a general passion for data


Overall, your models will be a core part of our product offering, and you will play a vital role in driving the success of Aira.



What we offer
- Competitive salary
- Rewarding secondary benefits
- The chance to build a global company and transformative products
- Fast-moving growth journey making a positive impact on the world
- Supportive and inclusive culture alive with learning opportunities


At Aira, We’re not just champions of next-generation energy, we’re champions in Diversity and Inclusion too. We believe that a diverse workforce sparks innovation and creativity and enables us to better serve our customers and communities. We encourage individuals from all backgrounds, cultures, and perspectives to join our team. We will never accept any form of discrimination and believe that together, we can drive a new era for our people and planet.



Ready to find true purpose in your work?
Send me your application today. Any questions? I’m here to help. You’ll find my contact details below.

Sammanfattning

  • Arbetsplats: Aira
  • 1 plats
  • Tills vidare
  • Heltid
  • Fast månads- vecko- eller timlön
  • Publicerat: 7 juli 2023
  • Ansök senast: 27 augusti 2023

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