AI Engineer

Job Description

Are you a person that wants to design develop and deploy advanced search and retrieval systems that leverage retrievalaugmented generation (RAG) techniques to solve complex information access challenges If you are apply now! We are now looking for a AI Engineer to join out team in Lund.

Who is your future team
We are seeking a skilled AI Engineer to join our dynamic team responsible for supporting Axis Generative AI Team through advanced search solutions and data processing. Our team consists of experienced software engineers and this area is strategically important for Axis offering significant development potential moving forward. Our company operates in an expansive market where innovation and strategic decisionmaking are key. Our team is dedicated to creating optimal solutions for information retrieval and data consumption. This data is primarily used to enhance our generative AI models and services.

What will you do here as an AI Engineer
As an AI Engineer you will play a pivotal role in designing developing and deploying advanced retrieval systems that leverage retrievalaugmented generation (RAG) techniques and agentic orchestration frameworks. You will work on integrating autonomous AI agents capable of executing multistep reasoning and retrieval tasks to solve complex information access challenges across the enterprise.

Key Responsibilities:

• RAG System Research and Implementation:
  Lead the design and implementation of retrievalaugmented generation pipelines optimizing vectorbased search and hybrid retrieval methods. Integrate agentic reasoning capabilities to enable dynamic tool usage and document chaining.
  
• Agentic Search Orchestration:
  Develop AI systems that utilize agentbased frameworks (e.g. LangChain CrewAI AutoGen) to autonomously plan and execute information retrieval workflows across multiple data sources and formats.
  
• Search Algorithm Optimization:
  Enhance semantic and hybrid search algorithms embeddingbased ranking and contextaware retrieval ensuring scalable and relevant access to both structured and unstructured data.
  
• Query Understanding and Interpretation:
  Build intelligent query understanding components that support agent planning tool selection and intent recognition adapting to user needs and task objectives.
  
• Data Processing and Integration:
  Collaborate with data engineers to extract transform and load content from various internal and external sources optimizing it for realtime agent access and retrieval.
  
• Information Retrieval Model Development:
  Train and finetune models for document classification ranking and chaining enabling agents to navigate large corpora with contextual awareness and minimal human intervention.
  
• Evaluation Frameworks:
  Define and maintain evaluation pipelines for both retrieval and agentic performance including retrieval accuracy task completion rates and agent autonomy metrics.

Who are we looking for
You are an AI enthusiast who takes responsibility for your own tasks while maintaining a bigpicture perspective. You are curious eager to learn and appreciate the importance of networking with others inside and outside your team to achieve efficient working methods. You are open to learning new things and enjoy sharing knowledge with others.

We love for you to have:

• A relevant education such as Computer Science Mathematics Engineering or similar.
• Proven experience with Python and working in a Linux development environment.
• Strong understanding of largescale information retrieval systems.
• Experience with data processing and storage technologies.
• Familiarity with data pipeline and workflow management tools.
• Knowledge of data architecture and data collection strategies.

Additional skills that are valuable:

• Understanding of AI/ML concepts and data requirements for generative AI models.
• Experience working with cloud infrastructure such as AWS or Azure.
• Knowledge of data security and privacy principles.

What Axis has to offer:
By joining Axis you will embark on an exciting journey of personal and professional growth. We will offer you a great introduction to Axis with training. Our team will support you but also listen to your experiences and give you freedom to explore and realize your ideas.

In exchange for your dedication Axis offers you a job in an open friendly and professional environment. We work in an innovative and global organization that takes great pride in delivering worldclass highquality products services and solutions to our customers. Working with us gives you an excellent opportunity to develop in an organization promoting professional and individual growth. You will have a role where your operational effort really will be of great impact to the overall success of Axis.

We want you to enjoy working with us which is why we offer benefits such as flexible working hours morning fika every day Friday cake company bonus wellness allowance health insurance and your very own Axis bicycle to name a few.

Axis is an organization that values creativity and promotes teamwork and openness. With us you will grow both personally and professionally.

Curious to discover more
We have a host of places where you can learn more about Axis our products solutions company culture and what working at Axis is really like.

Check out:

Life at Axis blog
Engineering at Axis blog
Innovation at Axis

Ready to Act

Axis is a company realizing the benefits of a diverse workforce. We know that diversity in groups creates a better working environment and promotes creativity something that is fundamental for our success.

If you have any questions please contact the recruiting manager Raffaele Gallina at

Type of Employment

For more information about Axis please visit our website .

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