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AI Developer

AXA Avanssur SA Oddział II w PolsceWarszawa, Masovian, Poland

Ponad 30 dni temu

Opis pracy

technologies-expected :

TensorFlow
PyTorch
Python
LLM
AWS
Azure DevOps

about-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.

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.

requirements-expected :

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.

benefits :

sharing the costs of sports activities

private medical care

sharing the costs of foreign language classes

sharing the costs of professional training & courses

remote work opportunities

flexible working time

fruits

integration events

corporate gym

corporate sports team

no dress code

video games at work

coffee / tea

drinks

parking space for employees

leisure zone

sharing the commuting costs

employee referral program

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