Data Science Software Developer

CompuGroup Medical is a world-wide company playing in the healthcare industry. In Italy, it is leading the market of ERP software for pharmacies, with more than the 50% of the market share.

The Software Developer plays a key role in this international project in the software systems' design, development, testing and maintenance activities. He is responsible for making specialized and high-quality software for CGM customers. 

 

The Software Developer is in charge of the entire development process for a software program. Participate in design and refinement meetings to develop, test and debug programs to meet business needs. Has strong knowledge of standards, practices and procedures. Rely on experience and judgment to plan and accomplish goals. He also has good experience in Agile frameworks and popular coding language. 

 

What you will do: 

• You are responsible for using modern AI models to enhance the existing products with the power of Artificial Intelligence
• You will choose which tools and techniques needs to be used in order to benefit of the latest AI evolution of Large Models (not only Language Models), and integrate it with our cloud applications
• You comprehensively secure your results via unit tests and defensive programming techniques 
• You are responsible for all baseline testing and developer-facing documentation by using Jira and Confluence 
• You have a good understanding of the agile mindset 

What you will bring: 

• Must
  • Problem solving mindset, aligned with business goals. This is more important than your current skill-set
  • Strong understanding of how Large Models work and what we need to do get the best out of them
  • Being up-to-date with the landscape of LLM tooling. Being informed about the current offering, like local vs hosted models and tools like Ollama
  • Previous experience in the field of Machine Learning and Artificial Intelligence
• Tech-Stack related
  • 5+ years of professional experience and have proficiency in working with Python and the Python ecosystem. (Jupyter notebooks, Pytest, Virtualenvs, Poetry etc...)
  • Understanding of RAG (Retrieval Augmented Generation)
  • Understanding of Prompt Engineering
  • Experience with Docker and Docker Compose
  • Team player – enthusiastic with the ability to guide juniors and coordinate the team’s workflow 
• Appreciated
  • Good verbal, written, and presentation skills in Italian and English
  • Feeling confident with social AI platform like Hugging Faces or Kaggle
  • Understanding of the state-of-art of Artificial Neural Networks architectures, like Tranformers and Diffusion Models
  • Previous playing experience with some AI/RAG framework, like Cheshire-Cat AI or Haystack
  • Understanding of Computer Vision models. For example YOLO or Vision Tranformers
  • Experience of working with a modern cloud infrastructure
  • OOP, Test Driven Development (TDD), Test containers

What we offer: 

• Hybrid working policy
• Working with teams worldwide to define and develop innovative and successful digital healthcare solutions
• The chance to start and grow with a newly formed agile coaching and project management organization in a world-leading digital healthcare company 
• Work in a distributed team
• Mentoring, coaching, training, and professional development to help you reach the next level