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NLP/GenAI Machine Learning Engineer

2 months ago

Aarhus kommune, Denmark Vestas Full time
Vestas' Data and AI team partners across the organization to raise the bar for what we can achieve with data, analytics and AI. You will be joining our AI Team, which helps deliver impactful solutions across the value chain from turbine design, commercial, manufacturing, supply chain, and service. We work to ensure the scalability and accessibility of machine learning, reduce the time to delivery from PoC to production by using efficient processes and frameworks for spotting and qualifying opportunities, and creating reference architectures, MLOps frameworks, and modularized components that span across the ML lifecycle. We are on a cloud journey and are working primarily in a data science tool stack that currently includes Databricks, Dataiku and Snowflake. We work agile and aim to build a passionate and dedicated team with a culture of collaboration, continuous learning, and - not to forget - a lot of fun.

Digital Solutions & Development > Digital Solutions > AI Center of Enablement

Our AI Team is part of Vestas' Digital Solutions organization set to drive the end-to-end digitalization of Vestas over the coming years. We co-build with product teams within and beyond Digital Solutions to leverage cross-functional competences for impactful ML solution delivery. In addition, as an integral part of our Data Platform team we strive to mature our platform capabilities, shape our MLOps framework, and ensure the scalability of our data science platforms and ML tool stack.

Responsibilities

In this role, you will collaborate with senior team members, business leaders, subject matter experts, data scientists, and data engineers across the organization to develop impactful NLP/GenAI-based solutions. Your responsibilities will include:

  • Contribute to validating and conducting technical feasibility assessments of high-impact AI use cases
  • Work with cross-functional product teams to develop and productize NLP/GenAI components, driving and accelerating business value capture across Vestas' value chain
  • Assist in the development of methods, solution architectures, and best practices that can scale machine learning across the organization
  • Contribute to the maturation of our ML platforms and the data science tool stack
  • Act as a bridge builder between data product teams and the AI team to help mature and consolidate data science best practices
Qualifications

This role is ideal for you if you have a solid understanding of NLP methods, have explored the GenAI space, and possess the applied ML skills necessary to drive AI solutions from concept to production. With 1-3 years of experience in an applied or enterprise setting, you are eager to broaden and deepen your skills.

We are looking for many or most of the following qualifications and competencies:

  • 1-3 years of experience in developing and/or deploying NLP/GenAI models, ideally with tangible applications in a corporate context and MSc in a quantitative field such as Computer Science, Physics, Mathematics, Engineering, Economics or relevant
  • Strong proficiency in Python and experience with Machine Learning frameworks (e.g., scikit-learn, Tensorflow, PyTorch) and NLP/GenAI tools (e.g., NLTK, Hugging Face Transformers, LangChain, LlamaIndex)
  • Experience working with Large Language Models (LLMs) and GenAI use cases, for example fine-tuning vs. prompt engineering, evaluating LLM performance, and addressing issues like hallucinations
  • Hands-on experience in cloud design and implementation (especially Azure), CI/CD deployment, and modern build, test, and deployment tools, or a strong motivation to learn these skills
  • Experience with microservices architecture, RESTful APIs, and containerization using Docker, or a strong motivation to learn
  • Good communication skills and the ability to collaborate closely with both business and technology teams
  • Fluent spoken and written English is essential
Competencies

We are seeking a motivated person who can take initiative and bring technical projects to life. Your enthusiasm, drive, and sense of responsibility should be evident as you work with others to achieve shared goals. This role is ideal for someone who is always learning, keeps up with the latest developments in NLP/GenAI, and enjoys exploring and creating with new technologies.

What We Offer

Purpose. An opportunity to impact climate change and the future of next generations through data, machine learning, and cloud engineering.

Steep learning curve. You will be joining a strong team of senior data scientists and ML engineers with both broad and deep knowledge. That means that you will have somebody to learn from, just as we will invest in continuous learning, knowledge sharing, and upskilling.

Good relationships. We will strive to build an informal environment of mutual trust and a tightly knit team, where we can support and inspire each other to deliver great impact for Vestas.

Opportunity to shape your role. We have been asked to scale and anchor the impact of AI & ML across Vestas. The rest is up to us.

Healthy work-life balance, with flexible working options. We want the best for the role and the positions can be in our head quarter in Aarhus or in Copenhagen.

Commitment to fostering a diverse and inclusive workplace where everyone can thrive and bring their unique perspectives and skills to the team.

Overall, we will work hard to make sure that once you have joined us, you don't want to leave us again.

Additional Information

This role can be based either in Aarhus or Copenhagen, Denmark. If you are based in Copenhagen, some travel to Aarhus is to be expected. We do amend or withdraw our jobs and reserve the right to do so at any time, including prior to the advertised closing date. Please be advised to apply on or before 1st October 2024. For further information please contact Ravi Bedadi, Senior Recruiter.

BEWARE – RECRUITMENT FRAUD

It has come to our attention that there are a number of fraudulent emails from people pretending to work for Vestas. Read more via this link, Statement

At Vestas, we recognize the value of diversity, equity, and inclusion in driving innovation and success. We strongly encourage individuals from all backgrounds to apply, particularly those who may hesitate due to their identity or feel they do not meet every criterion. As our CEO states, "Expertise and talent come in many forms, and a diverse workforce enhances our ability to think differently and solve the complex challenges of our industry." Your unique perspective is what will help us powering the solution for a sustainable, green energy future.

About Vestas

Vestas is the energy industry’s global partner on sustainable energy solutions. We are specialised in designing, manufacturing, installing, and servicing wind turbines, both onshore and offshore.

Across the globe, we have installed more wind power than anyone else. We consider ourselves pioneers within the industry, as we continuously aim to design new solutions and technologies to create a more sustainable future for all of us. With more than 173 GW of wind power installed worldwide and 40+ years of experience in wind energy, we have an unmatched track record demonstrating our expertise within the field.

With 29,000 employees globally, we are a diverse team united by a common goal: to power the solution – today, tomorrow, and far into the future.

Vestas promotes a diverse workforce which embraces all social identities and is free of any discrimination. We commit to create and sustain an environment that acknowledges and harvests different experiences, skills, and perspectives. We also aim to give everyone equal access to opportunity.

To learn more about our company and life at Vestas, we invite you to visit our website at and follow us on our social media channels. We also encourage you to join our Talent Universe to receive notifications on new and relevant postings.#J-18808-Ljbffr