AI developer
IPRally Technologies Oy, Finland

Are you up for the toughest AI challenge? We are building a graph-based search engine that transforms the way our customers get insights from patent data. We are looking for an AI developer with a comparable knowhow to a PhD who has 3+ years of work experience, on hands-on deep learning. We are not that big on credentials, but in order to succeed, we need the absolute best talent.

You will be working with the very core of the company - the search algorithm. You will be solving open questions like the following:

• How can we exploit the graph structured data even better? We want higher quality real-time search results than an expert would get in a day with lesser tools. The dataset is 80M patent documents converted into graphs.
• How can we pinpoint the relevant parts of the documents? It's not just about finding the relevant content, but also having to read only the essential parts.
• Some of the information is in the images. How to solve this?
• How can we generalise our graph parser for research papers? One day the scientists will have bigger thoughts because of IPRally.

The challenge is that just using the existing algorithms and ML models may not be enough with our unique graph data - you get to come up with new solutions and build them in a maintainable way with PyTorch.

Requirements

• Good programming skills (bonus points: functional programming).
• Theoretical understanding of deep learning and related math.
• Practical experience with deep learning, especially something from GNN, NLP, images.
• Passion for difficult challenges and seeking the limits of AI.

Benefits

• A rare opportunity to join an early stage, disruptive company that has a unique edge, ambitious plans and an already proven record of success in a growing $2bn industry.
• Opportunities to grow as we grow. We will help you be the best you can be in this role, and help you develop skills that will help you reach the next stage. You will work with highly talented and ambitious team.
• A compelling and competitive financial package.

Job Rewards and Benefits