AI Engineer

1 week ago


Lund, Skåne, Sweden Axis Communications AB Full time

About the Role

We are seeking an experienced AI Engineer to join our dynamic team in Lund, Sweden. As an AI Engineer at Axis Communications, you will play a pivotal role in designing, developing, and deploying advanced search and retrieval systems that leverage retrieval-augmented generation (RAG) techniques to solve complex information access challenges.

Key Responsibilities

  • Design and implement advanced retrieval systems, optimizing RAG solutions across the entire value chain, from embedding or model fine-tuning to retrieval optimization with custom algorithms.
  • Develop and refine search algorithms, including semantic search and multi-modal search techniques, to improve retrieval performance and relevance ranking.
  • Collaborate with data engineers to extract, transport, transform, and store data from various sources, ensuring the data is optimized for AI-powered search and retrieval systems.
  • Design and implement advanced query processing pipelines, including query expansion, intent recognition, and contextual interpretation to enhance search precision.
  • Create and fine-tune machine learning models specifically for information retrieval tasks, such as document ranking and query-document relevance scoring.
  • Establish comprehensive evaluation frameworks for search and RAG systems, including relevance assessments and user satisfaction metrics to continually improve system performance.

Requirements

  • A Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
  • Proven experience with Python and working in a Linux development environment.
  • Strong understanding of large-scale information retrieval systems and RAG architectures.
  • Experience with data processing and storage technologies.
  • Familiarity with data pipeline and workflow management tools.
  • Knowledge of data architecture and data collection strategies.

About Axis Communications

Axis Communications is a leading global provider of network cameras, video encoders, and other network solutions for security surveillance. We offer a dynamic work environment, opportunities for professional growth, and a comprehensive benefits package. Join us and contribute to the development of innovative solutions that shape the future of security and surveillance.


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