Data Scientist (LLMs)

We are growing. Fast. You will help us grow even faster.

You will be working on the forefront of the generative AI revolution, using your creative problem solving and analytical skills to experiment with state-of-the-art deep learning models in order to produce high-quality results across different content categories for our 4 million+ users worldwide.

The tasks include experimenting with new ML models, new datasets and new content types. The work involves working with large language models. We work with pretrained models, we fine-tune models and we build our own novel model architectures. Deep understanding of the latest AI methods is required. This includes but is not limited to popular model components such as Transformers, autoregressive methods, etc. Required is also a good understanding of pretrained models such as GPT or LLaMA. Diving into the latest research, understanding papers and their code is important.

What you will do:

• Work on visual content generation technology, from initiating new ideas to prototyping and launch.
• Research the latest and greatest tech and creatively experiment with novel AI methods.
• Develop solutions for real world, large-scale problems.
• Document and present algorithm specifications, including lifecycle and validation considerations.
• Work with engineers to productionize, optimize and scale model-based services.
• Contribute to team patterns and best practices.

What you will bring: 

At Creative Fabrica, your path to success is paved when you thrive in a dynamic and occasionally ambiguous environment. We highly appreciate proactive individuals who actively seek and provide kind and constructive feedback.  And we really dig a solutions driven problem solver with a keen eye on innovation. Moreover, a genuine enthusiasm for learning and a dedication to personal and professional development are qualities we value. Having excellent verbal and written communication skills definitely helps here too!

And here are the specific skills and capabilities we are looking for in this role:

• Master's degree in AI or equivalent practical experience.
• Experience with implementing modern deep learning methods, from initial data and model selection through to results evaluation and optimization.
• Prior experience with LLMs and their optimization: how to deploy them efficiently, how to prompt for best results, etc
• Understanding the LLM landscape: what types are there, what trade-offs between models exist, etc
• General knowledge about the purpose of agent-based frameworks such as AutoGen and similar.
• Professional programming experience in Python beyond scripting: knowledge of basic paradigms (e.g. Object-oriented programming), related tools (e.g. Git) and core libraries and frameworks (e.g. PyTorch).

Let us take care of you.

• We embrace state-of-the-art technologies. We firmly believe in the potential of AI as the future of work. You will see us using Copilot and ChatGPT in our daily work.
• Competitive Compensation: We believe that hard work, skills and ambition should be fairly compensated.
• Flexibility: 30 remote days per year. Need a change of scene? Take your laptop, pack a bag and work from the woods, your parents' place or the beach.
• The best tools and stylish kit: Laptop. Check. Collaboration tools. Check. Killer accessories. Check, check and check again!
• Awesome Office: Based in a beautiful office in the centre, working here means delicious lunches in the garden, Friday beers at our local bar, and access to our own CF library.
• TGIF: Work Life balance is important - we work hard together, and we have fun together. On Fridays we gather at the bar across the street and start celebrating the weekend.

Ready to join us?
Here is what you can expect in the recruitment process:

1. Call with our tech recruiter
2. Technical conversation with team members
3. Interviews with our CTO,  Engineering Director and CEO