Join our dynamic team as we seek a visionary Data Scientist/Data Analyst to lead the charge in crafting groundbreaking AI solutions. As a pivotal member of our AI & Machine Learning cohort, you'll pioneer innovation by crafting predictive and generative AI models that unveil invaluable insights, revolutionizing our business landscape. Thriving in a fast-paced environment, you'll thrive tackling intricate challenges, and possess a deep understanding of AI/ML techniques.

Let us describe the challenge we offer

Polestar is at the forefront of automotive innovation, crafting cutting-edge electric vehicles that redefine the driving experience. As we continue to push boundaries, we're seeking a talented and passionate Data Scientist/Data Analyst with a passion for analysis, Data Science and GenAI. You will collaborate with Data Scientists and engineers, contribute to impactful ML/AI solutions as well as insightful data deep dives, and play a pivotal role in shaping the future of mobility.

The team (Customer Analytics & AI) that you will join is the spearhead when it comes to data, ML and AI at Polestar and we can guarantee that you will work with the absolute latest within AI and ML.

What you'll do

  • You will focus on our customer-related data which includes accessing raw data and transforming them into actionable insights. This includes responsibilities for tools and other external resources to establish a global scalable framework
  • Collaborate with diverse stakeholders to define AI project requirements aligned with strategic business objectives
  • Conduct in-depth research to stay at the forefront of AI advancements, exploring opportunities to integrate predictive and generative AI models into our products and services
  • Predictive AI Modeling:
    • Formulate problem statements and hypotheses for diverse business challenges
    • Assemble, clean, and prepare data for effective model training
    • Develop, train, and evaluate predictive AI models using various algorithms (e.g., regression, classification, clustering) tailored to specific problems
    • Continuously refine and optimize models for performance, scalability, and efficiency
    • Deploy models into production environments and monitor their performance
  • Generative AI Modeling:
    • Explore and experiment with generative AI models, such as GPT, to identify opportunities where they can add value in applications like content creation, data augmentation, or design prototyping
    • Train and evaluate generative models, fine-tuning parameters for desired outputs
    • Integrate generative models into production workflows or applications.
  • Communicate insights and recommendations effectively:
    • Present findings clearly and concisely, translating technical concepts into business language
    • Collaborate with cross-functional teams to implement action plans based on AI-driven insights
    • Continuously learn and stay abreast of the latest developments in the field of AI, machine learning, and deep learning

    Who you are

    • Bachelors/Master's degree in data science, Computer Science, Statistics, or related field
    • Minimum of 4-5 years of experience designing and developing high impact data science projects
    • Proficiency in programming languages such as Python or R
    • Comfortable writing complex SQL queries for data extraction and manipulation.
    • Proven experience with one of the cloud technologies (AWS, Azure or GCP)
    • Familiarity with foundational LLM (Large Language Models) Models such as GPT, Falcon, Llama, Mistral etc
    • Experience developing Generative AI based applications using RAG, vector databases, chain of thought, prompt engineering, fine-tuning and Knowledge graphs
    • Experience working with structured/unstructured data using popular machine learning libraries and frameworks such as scikit-learn, hugging face, TensorFlow etc
    • Ability to translate complex business problems into valuable insights

    This position is located at our Gothenburg HQ. We believe in a hybrid model when it comes to remote and onsite work, knowing that both in-person collaboration and individual time to focus are needed. What matters most is that people get the time, and support, to do what needs to be done. And to enjoy doing it, of course.

    At Polestar, you will also be part of a cross-functional and international team, with English as a natural language for written and spoken communication. Since Polestar’s in a scale-up phase you thrive by working in a fast-paced environment.

      People at Polestar

      We know that a change is needed. We also know that each one of us can help bring about that change. Our commitment to becoming climate-neutral by 2040 is just as important to us as being inclusive, diverse, and innovative. Together, we are creating, collaborating and experimenting to usher in a new era of sustainable mobility.

      We are an electric performance brand, determined to improve the society we live in.

      Is this you?The opportunity to seize this role is now. We're excited to welcome the right individual to our team, and the position will be filled promptly upon finding the ideal match. If you're ready to embark on an exhilarating journey with us, don't hesitate—apply today!Are you ready for the journey? Which is electric by the way...#LI-CS1

      Detta är en jobbannons med titeln "Data Analyst / Data Scientist - AI & Machine Learning" hos företaget Polestar Performance AB och publicerades på webbjobb.io den 10 juli 2024 klockan 08:06.

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