AI Data Engineer / Creator

Job Description

As well as this role is mostly Research & Development of artificial intelligence and machine learning solutions it also involves development of advanced imaging and image generation algorithms such as GAN. The ability to analyze the imaging system in detail for the selection/development of appropriate algorithms will be highly valued.

Responsibilities

• Analysing selected scientific papers / OS solutions
• PoC-ing of selected ML algorithms / NNs to target problem
• Training/Tuning of selected ML/NN solver for target problem
• Optimisation of NNs (compression, pruning, floating point precision)
• Evaluation of accuracy / size / speed
• ML workflows automatization
• Image data creation using various generative models
• 2D / 3D image data generation
• Advanced image data augmentation techniques (noise, blur, blending, etc.)
• PoC-ing of related solutions

Candidate requirements

• University degree in computer science (PhD is a big advantage)
• Intermediate knowledge of Machine learning and programming in Python / C++
• Intermediate knowledge of Image processing
• Experience with GANs or any 3D generation SDKs  is an advantage
• Team player with the ability to share (and also absorb) knowledge and cooperate with colleagues
• Drive, open-minded approach and enthusiasm are necessary
• Responsible, independent and a proactive approach to work
• Active knowledge of English language