ML Engineer, FaceSwap (Remote)

About us

• Deepcake — это веб-платформа для оптимизации контента на основе ИИ с библиотекой ИИ-реплик знаменитостей из списка лучших.

The Role

• The Deepcake company needs an expert in computer vision. Our vacancy is for those who want to expand their expertise in computer vision and neural networks for image synthesis.
• At our company, you will work on cutting-edge machine learning models to solve the challenges of creating ultra-realistic AI Twins. Our ML team has PhD in DL, and more than 20 years of experience in the ML industry combined.

Responsibilities

• We are creating state-of-the-art deep learning models for digital twin generation.
• We are working on technologies that solve problems for generating stable, high-quality and detailed faces on photo-realistic levels while being sample efficient and fast.
• Working in fast iterations and creating solutions based on open-source code.
• Datasets preprocessing and manipulation for different types of tasks.
• Optimization of current models and quality enhancement of generated content.

Requirements

• 3+ years of experience with Python.
• Pytorch[-Lightning].
• Hydra configuration.
• Wandb / Neptune / MLFlow / ClearML.
• You have coded and trained many deep-learning models.
• Advanced knowledge of deep learning for Computer Vision and AE/GAN models specifically.
• You have deep knowledge of the latest state-of-the-art research, techniques and innovations in machine learning.
• OpenCV and Albumentations.
• Nice to have
• Experience with distributed computing.
• Experience in deep learning model deployment and optimisation.
• Publications at top ML conferences.
• Experience in image/video processing.
• Experience in collecting and processing big data, and creating enormous datasets.

We offer

• Full-time job. Compensation expectations: $4500-6000 + ESO, help with relocation.