Requirements

Expected technologies

Python

Our requirements

• Team-work attitude with great communication skills.
• Software development and coding skills: Python, clean code, code reviews, algorithms and data structures.
• Experience in deep learning-focused projects.
• Knowledge of machine learning: various problems in ML modeling - especially Computer Vision problems, types of modeling, popular models, ways of evaluating the models, deep learning, neural networks, convolutional neural networks, transformers etc.
• Data-based problem-solving skills, i.e. ability to propose an appropriate tool from either ML, statistics, or software development toolbox to solve client’s problem.
• Fluency in deep learning and related libraries: numpy, pytorch or tensorflow, etc.
• MSc/PhD in computer science, machine learning, signal processing, or related fields.
• Fluency in English (you will attend meetings with English speaking clients). Polish is a plus.

Optional

• Leadership/mentoring experience.
• Publication track record in top-tier machine learning/computer vision/natural language processing venues (CVPR, NIPS, ECCV, ICML, ICASSP, ICLR).

Your responsibilities

• Implement both established and cutting-edge machine learning methods for content analysis, meta-data extraction, content classification, and others.
• Work on the algorithms from the idea stage all through to the deployment on production.
• Interact directly with the client to report progress and plan new tasks.
• Assure the integrity of project data (data extraction, storage, management, processing, and analysis).
• Work with world-class researchers and scientists to develop new machine learning methods and approaches.