ML Engineer – Large Language Models

Prague, Czech Republic - Remote collaboration possible | Remote collaboration possible

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?


We are GoodAI, sister company of Keen Software House who has developed Space Engineers, a successful sandbox game that has been sold to over 4 million copies around the world! 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.



We are looking for top talent


We are GoodAI, sister company of Keen Software House who has developed Space Engineers, a successful sandbox game that has been sold to over 4 million copies around the world!


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.


How would we imagine the ideal colleague: 



  • Experience with transformer based language models.

  • Knowledge of GPT-3, HuggingFace Transformers.

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

  • 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.

  • Friendly personality, respectful approach.


 


Considered a plus:



  • Knowledge of ElasticSearch, Kibana, Python frameworks such as Django.

  • 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.


Responsibilities:



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

  • 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.


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


 

Type: Full-time

Location: Prague, Czech Republic (remote work possible)

Info: Remote collaboration possible

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