AI Engineer
1 week ago
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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