Are you interested in transformer based AI models and their applications in computer games? Do you have a background in Deep Learning? Would you like to push the boundaries of AI in computer games and work on artificial general intelligence? 

You will have an opportunity to work on a novel game revolving around AI and large language models. Your work will range from concept creation through to implementation, testing and deployment.

• Design, train and deploy custom transformer based large language models for areas such as chatbots, information extraction, sentiment analysis, language model driven behavior

• Organize collection of human-curated training data

• Deploy the models in the cloud

• Design and evaluate model performance and accuracy metrics relevant to the game

• Find creative solutions for challenges such as limited amount of data, real-time inference speed requirements and delivering models with a low cost of inference

• Perform code reviews, write documentation

• Present solutions

• Take part in team-wide meetings and discussions

• Share your knowledge with the rest of the team

Learn more about our AI game:

• https://twitter.com/marek\_rosa/status/1590845052540289025?s=20&t=ShA37DMmu0qpM8U0mSNQpg

• https://www.youtube.com/watch?v=G7ZAPwji4i0&t=39s

We offer:

• Great team!

• Effective development & processes not delayed by bureaucracy

• Work on a product with an ambition for being novel

• Opportunity to make a significant impact

• Healthy work-life balance and five weeks of paid holidays

• Unlimited sick days (we trust our people)

• Unique working environment – Oranzerie

• Remote collaboration is the norm – take home office anytime you want or work from another country

• Relocation package

• Competitive compensation and a generous bonus model

• Stock options

• Family-friendly

• Team socialization – games, parties, outdoor activities, trips. Bring your family members!

• Talent development and long career rewards – time dedicated for study.

• Company-paid online and offline education courses, books and magazines, participation at industry conferences and workshops

• Studio cafeteria with free coffee and healthy fruit days

• Regular company lunches and outside grills

Team Culture

• Results-oriented: we measure ourselves only by our results

• **No limits: **we can achieve anything; we are pushing our limits in technology and art

• Integrity: we have the courage to do the right thing, regardless of the consequences and the inconvenience

• Extreme ownership: It does not matter if you are a leader or an individual contributor. Every team member accepts accountability and equal responsibility for our collaborative effort.

• Excellence in execution: Our teams aim for excellence in everything we do – we get what we tolerate

• Simplicity in design: less is better; avoid feature creep; simplicity is the ultimate sophistication

• Teamwork: we treat our colleagues with respect, supporting each other throughout to ensure we maximize the value for everyone while creating an atmosphere of trust*

• Experience with transformer-based language models 

• Desire to create own smaller LLM models with advanced reasoning capabilities

• Knowledge of both API-only models like GPT-3.5, 4, as well as open-source LLMs such as LLama, Alpaca, Vicuna, MPT, RedPajama, GPT4All and others (e.g. on HuggingFace)

• Experience with fine-tuning these models and model optimizations (for inference speed / cost)

• Sparsification of LLMs, Cost reduction

• Knowledge of MLOps stacks such as AWS, Docker, REST APIs, scaling

• Experience collaborating with other developers in an Agile environment: communication, version control, and issue tracking

• Ability to learn – you learn new concepts and skills rapidly, and look to understand things in an in-depth way

• Passion for games and the latest machine learning developments

• Ability to read and understand machine learning related papers

• Background or professional interest (coupled with good knowledge) in deep learning, language models and transformers

• Drive – you’re energetic, hard-working, and persevere through adversity until the job is done, and done well. You are motivated by getting results and always aim for excellence in what you do

• Communicative level of English – you will be part of an international team since our colleagues are from all over the world; you must be able to clearly explain your ideas and solutions

• Friendly personality, respectful approach

• Hacker Mindset – try things fast, rather do it now in a dirty but functional way then take a few months

Considered a plus:

• University degree / Ph.D. in a related field (Machine Learning, Computer Science, Robotics, etc..)

• Deep understanding of how language models work under the hood

• Experience with tweaking transformer based architectures

• Previous work experience on computer games or chatbots