Temporal Games

Data Scientist

#datascience#nlp#transformer#tensorflow#keras#pytorch#full-time#remote#fluxcortex

Development of Virtual Being solution in Unreal Engine 4 based on integration of custom Evolving AI technology. The solution is based on a custom architecture that uses genetic algorithms and reinforcement learning, together creating a system capable of learning skills in real-time and capturing surrounding context. Part of the project is a dialogue system, allowing users to engage NPCs in a free-flowing conversation.

Responsibilities:

  • Participation in research for advancement of the state-of-the-art in virtual beings.
  • Prototyping of Virtual Beings ML stack components.
  • Development of new advanced technologies related to simulating convincing human-like behavior in learning, motion, speech and decision making.
  • Working in cooperation with the AI team to develop, iterate and tune the final AI solution.
  • Collaborate with the team to prototype solutions, experiments, and concepts.

Requirements:

  • MS or PhD degree in a relevant field (math statistics, math modelling, computer science, etc.).
  • Proven working experience as Senior Data Scientist for 2+ years.
  • Knowledge of ML frameworks and libraries: Tensorflow, Keras, Pytorch (the more, the better).
  • Knowledge of classical machine learning algorithms, deep learning, modern neural network approaches. Profound understanding of Transformers/CNN.
  • NLP, chatbot development, text content analysis.

Nice to have:

  • Expertise in object detection and tracking; gesture recognition, scene understanding, movement/action prediction; semantic segmentation and instance semantic segmentation.
  • Data preparation: raw data annotation and labeling, data augmentation and normalization.
  • Base knowledge of Flask web framework. HTTP 2.0 and REST APIs.
  • Passion for game development / industry.

Personal qualities:

  • Strong interpersonal and communication skills, both written and spoken.
  • Autonomous and proactive attitude.
  • Problem-solving and results-oriented.
  • Flexibility and ability to adapt to change.

Languages: English Intermediate +.

Contract duration: 12 months, possibility of indefinite-term contract / employment.

Location: Remote.

Apply: job@temporal.games.