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Senior Artificial Intelligence Engineer

2 weeks ago

Copenhagen, Copenhagen, Denmark Ramboll Full time

We are seeking a highly skilled Senior Artificial Intelligence Engineer to join our team at Ramboll Tech. As a key member of our organization, you will be responsible for driving the development and implementation of cutting-edge AI solutions that empower our business. Your primary focus will be on designing and building scalable LLM pipelines, ensuring robust versioning, monitoring, and adherence to best practices.

Key Responsibilities
  • Technological Leadership:
    • Define architectural patterns for scalable LLM pipelines, ensuring robust versioning, monitoring, and adherence to best practices.
    • Drive the integration of external knowledge bases and retrieval systems to augment LLM capabilities.
  • Research and Development:
    • Effective RAG architectures and technologies for organizing complex domain-specific data (e.g. vector databases, knowledge graphs) and effective knowledge extraction.
    • Explore and benchmark state-of-the-art LLMs, tuning, adaptation, and training for performance and cost efficiency.
    • Incorporate recent trends like instruction tuning, RLHF, or LoRA fine-tuning for domain customization.
    • Embed domain-specific ontologies, taxonomies, and style guides into NLP workflows to adapt models to unique business contexts.
  • Evaluation and Optimization:
    • Analyze models for quality, latency, sustainability metrics, and cost, identifying and implementing improvements for better outcomes.
    • Define and own the ML-Ops for your Pod.

Requirements

  • Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
  • Minimum 5 years of experience implementing machine learning projects.
  • At least 2 years in a senior or lead role.
  • Demonstrated expertise integrating modern LLMs into production systems.