NLP/GenAI Machine Learning Engineer

4 months ago

Aarhus, 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.

#J-18808-Ljbffr

  • Machine Learning Engineer in Intraday power team Trading and Analytics · MFT Energy, Denmark

    4 months ago

    Aarhus, Denmark MFT Energy AS Full time

    Machine Learning Engineer in Intraday Power Team MFT Energy specializes in power and gas trading. We are fast growing and on a mission to empower entrepreneurs to become the best. Apply now Join the team as MFT Energy's new Machine Learning Engineer in Intraday Power Team In MFT Energy, we trade energy to make markets efficient and to facilitate the green...

  • Staff Machine Learning Engineer

    3 months ago

    Aarhus, Denmark ServiceNow Full time

    Region: EMEA - Europe, Middle East and Africa Work Persona: Flexible Company Description It all started in sunny San Diego, California in 2004 when a visionary engineer, Fred Luddy, saw the potential to transform how we work. Fast forward to today — ServiceNow stands as a global market leader, bringing innovative AI-enhanced technology to over 8,100...

  • Senior Researcher in Natural Language Processing

    4 weeks ago

    Aarhus, Denmark Uag Full time

    The Center for Humanities Computing (CHC) at the School of Culture and Society, Aarhus University, is seeking to strengthen and expand its research in the rapidly growing field of Computational Humanities. We invite applications for a temporary, part-time senior researcher position (10% of full-time, equivalent to 3.7 hours per week), with the potential for...

  • Sr. Software Engineer

    3 months ago

    Aarhus, Denmark Databricks Full time

    P-1343At Databricks, we are passionate about enabling data teams to solve the world's toughest problems — from making the next mode of transportation a reality to accelerating the development of medical breakthroughs. We do this by building and running the world's best data and AI infrastructure platform so our customers can use deep data insights to...

  • Postdoc position in Deep Learning for Automated Modular Computer-Aided Design

    6 months ago

    Aarhus, Denmark Aarhus University Full time

    Applications are invited for a one-year post doc. position at the Department of Electrical and Computer Engineering at Aarhus University. This position is for the project “AI-supported Modular Design and Implementation” supported by Thomas B. Thriges Foundation and the Industriens Foundation with cooperating partners from DTU and industrial...

  • Engineering Manager

    3 months ago

    Aarhus, Denmark Databricks Full time

    RDQ125R165At Databricks, we are passionate about helping data teams solve the world's toughest problems — from making the next mode of transportation a reality to accelerating the development of medical breakthroughs. We do this by building and running the world's best data and AI infrastructure platform so our customers can use deep data insights to...

  • Postdoc in Data Science focusing on statistical and machine learning methods for genomic research in admixed populations

    6 months ago

    Aarhus, Denmark Aarhus University Full time

    The Center for Quantitative Genetics and Genomics (QGG), Aarhus University, seeks a data science postdoc to develop novel methods and related software tools for the analysis of data from poulations with multiple ancestral genetic origins (genetically admixed populations). The position begins on 1 September 2024 or as soon as possible thereafter. The position...

  • Staff Software Engineer

    3 months ago

    Aarhus, Denmark Databricks Inc. Full time

    At Databricks, we are passionate about enabling data teams to solve the world's toughest problems — from making the next mode of transportation a reality to accelerating the development of medical breakthroughs. We do this by building and running the world's best data and AI infrastructure platform so our customers can use deep data insights to improve...

  • Sr. Software Engineer

    3 months ago

    Aarhus, Denmark Databricks Inc. Full time

    At Databricks, we are passionate about enabling data teams to solve the world's toughest problems — from making the next mode of transportation a reality to accelerating the development of medical breakthroughs. We do this by building and running the world's best data and AI infrastructure platform so our customers can use deep data insights to improve...

  • Engineering Manager Aarhus, Denmark

    3 months ago

    Aarhus, Denmark Databricks Inc. Full time

    At Databricks, we are passionate about helping data teams solve the world's toughest problems — from making the next mode of transportation a reality to accelerating the development of medical breakthroughs. We do this by building and running the world's best data and AI infrastructure platform so our customers can use deep data insights to improve their...

  • Engineering Manager

    3 months ago

    Aarhus, Denmark Databricks Inc. Full time

    At Databricks, we are passionate about helping data teams solve the world's toughest problems — from making the next mode of transportation a reality to accelerating the development of medical breakthroughs. We do this by building and running the world's best data and AI infrastructure platform so our customers can use deep data insights to improve their...

  • Solutions Engineer

    3 months ago

    Aarhus, Denmark Databricks Full time

    Req ID FEQ225R23The role is based in Copenhagen, Denmark.At Databricks, our core values are at the heart of everything we do; creating a culture of proactiveness and a customer-centric mindset guides us to create a unified platform that makes data science and analytics accessible to everyone. We aim to inspire our customers to make informed decisions that...

  • Senior Engineer for Process

    4 months ago

    Aarhus, Denmark Nature Energy Full time

    Key Role in Process and Safety Engineering for International Biogas Plants Take on a pivotal role in ensuring safety in the design of international biogas plants. Area of Responsibilities and Tasks As part of the Process & Safety Engineering department, you will be a member of a core team of highly skilled experts and specialists who provide advisory...

  • Process Engineer for Process

    4 months ago

    Aarhus, Denmark Nature Energy Full time

    Key Role in Process and Safety Engineering for International Biogas Plants Take on a pivotal role in ensuring safety in the design of international biogas plants. Area of Responsibilities and Tasks As part of the Process & Safety Engineering department, you will be a member of a core team of highly skilled experts and specialists who provide advisory...

  • Data Scientist

    4 months ago

    Aarhus, 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...

  • Senior Engineer, Electrical

    4 months ago

    Aarhus, Denmark Nature Energy Full time

    Key Role in Process and Safety Engineering for International Biogas Plants Take on a pivotal role in ensuring safety in the design of international biogas plants. Area of Responsibilities and Tasks As part of the Process & Safety Engineering department, you will be a member of a core team of highly skilled experts and specialists who provide advisory...

  • Senior Converter Software Engineer

    4 months ago

    Aarhus, Denmark Vestas Full time

    Power Solutions & Vestas Quality > Applications, Controls & Electrical > Converter Control HW and FW Power Solutions is the cornerstone of Vestas. Through innovation, development, and continuous product improvement we develop the products and technologies that reduce the cost of energy and bring the highest possible value to our customers and Vestas. To put...

  • Academic Employee at Department of Biological and Chemical Engineering, Aarhus Universitet

    4 months ago

    Aarhus, Denmark Aarhus Universitet (AU) Full time

    We are looking for an Academic Employee for a part-time position. The workplace will preferably be at Aarhus University Forskerparken, Gustav Wieds Vej 10 B, 8000 Aarhus C.At the Department of Biological and Chemical Engineering, we work within diverse fields of research. For more information regarding the different groups, see: Forskning - Institut for Bio-...

  • Process Engineer

    7 months ago

    Aarhus, Denmark AAK Full time

    About the role AAK are seeking to appoint a Process Engineer, to theGlobal Engineering team. The role holder will manage and improve the efficientuse of process technologies, in existing and new production facilities in AAKglobally. This role will work closely with other members of the GlobalEngineering group and local engineering teams, to investigate...

  • Electrical Engineering

    4 weeks ago

    Aarhus, Denmark Nature Energy group Full time

    The Electrical and Automation teams are located in Støvring, Århus, and Odense. Despite the physical distances, we have close cooperation, internal as well as external, and often meet to share our knowledge and experience. We have a strong focus on evolving the employees in the direction they want and creating an environment where everyone can speak their...