Machine Learning Innovation Manager
10 hours ago
Succeeding in Your Role at Ramboll
We're looking for someone who is excited to make an impact and grow with us. While not everyone will have all the qualifications listed, you might be a great fit if you bring some of the following.
Education: A Bachelor's or Master's degree in Computer Science, Engineering, or a related field is required.
Experience: Minimum 5 years of experience implementing machine learning projects, at least 2 years in a senior or lead role, and demonstrated expertise integrating modern LLMs into production systems.
Leadership Skills: Proven leadership in driving technical projects to successful completion in agile environments, strong communication skills to align technical solutions with business goals, and ability to mentor and foster innovation within the team.
LLM and RAG Expertise: Strong expertise in building Retrieval-Augmented Generation (RAG) architectures and integrating with vector and graph databases.
Transformer and LLM Architectures: In-depth experience with modern Transformer-based LLMs.
Model Performance and Optimization: Demonstrated ability to fine-tune and optimize LLMs for quality, latency, sustainability, and cost-effective performance.
Programming and NLP Tooling: Advanced Python proficiency and expertise with frameworks like PyTorch, TensorFlow, Hugging Face, or LangChain.
MLOps and Deployment: Experience with containerization tools and workflow management tools.
Cloud and AI Infrastructure: Hands-on experience with cloud environments for scalable AI deployment, monitoring, and optimization.
Databases: Experience with relational and NoSQL databases.
Data Platforms: Familiarity with platforms like Snowflake or Databricks.
What Defines Us:
CURIOUSITY, OPTIMISM, AMBITION, EMPATHY
How We Work as a Team:
We value diversity, equality, and inclusion. Our team culture is crucial to us, and we take time daily to exchange ideas and discuss our work priorities. We support each other when facing challenges and foster a strong team spirit. We aim to learn and grow continuously from one another.
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