About the project

• Do you want to work with a team in a fun working environment that will both challenge and reward you?
• If so, we have an exciting opportunity in the Solution Delivery Development Team.
• With our experienced team and innovative insurance solutions, along with AXA’s financial backing, global expertise, and long-term commitment to Ireland, we expect to go from strength to strength, widening our offering and brining value and innovation to Ireland’s insurance market.
• We are developing an AI-powered platform that leverages GenAI to accurately extract, analyze, and categorize information from large volumes of documents. This platform aims to streamline document processing workflows and enhance the speed and precision of data retrieval across various internal use cases.

Your responsibilities

• Design and develop AI models and algorithms from scratch.
• Design, test, and refine prompts for LLMs to optimise performance across various use cases, ensuring alignment with business objectives and user needs.
• Implement AI solutions that integrate with existing business systems to enhance functionality and user interaction.
• Manage the data flow for effective AI deployment.
• Work on functional design, process design (including scenario design, flow mapping), prototyping, testing, training, and defining support procedures, in collaboration with an advanced engineering team and executive leadership
• Articulate and document the solutions and lessons learned for each exploration and accelerated incubation
• Manage a team in conducting assessments of the AI and automation market and competitor landscape
• Work with stakeholders and project teams, delivering feedback and enabling team members to make necessary changes in product performance or presentation
• Work with BIG data, crunching millions of samples for statistical modelling, data mining, recommendation solutions.
• Develop and finetune Large Language Model technology, customising it to use cases.
• Build and ship scalable software for AI tasks
• Collaborate with development teams to integrate application development with deployment processes.
• Deliver support to business users for deployed AI solutions and optimisations.

Our requirements

• Excellent computer science fundamentals in algorithmic design, data structures, and analysing complexity.
• Design and implement solutions for deploying applications onto Kubernetes clusters in cloud environments (AWS, Azure, Google Cloud, etc.) using Helm charts and Docker Compose.
• Experience with machine learning, deep learning, NLP, and computer vision
• Design and implement MLops monitoring and observability pipeline.
• Strong knowledge of AI frameworks such as TensorFlow or PyTorch
• Three to Five years of experience in applying AI to practical and comprehensive technology solutions.
• Experience with ML, deep learning, TensorFlow, Python, NLP
• Experience in program leadership, governance, and change enablement
• Knowledge of basic algorithms, object-oriented and functional design principles, and best-practice patterns
• Experience in REST API development, NoSQL database design, and RDBMS design and optimizations
• Analytical ability required in identifying user problems and creativity required to present effective AI solutions.

Technologies we use

This is how we work on a project

• Clean Code

• code quality measures

• code review

• design patterns

• static code analysis

• BDD

• pair programming

• TDD

• architect / technical leader support

• Continuous Deployment

• Continuous Integration

• DevOps

• active monitoring

• documentation

• issue tracking tools

• integration tests

• test automation

• testing environments

• unit tests