Data Scientist

Nauchsoft is an IT consulting and software development company. We have been in the IT business for 36 years and continue growing. Now we are looking for a Data Scientist. This role is prospective and has been created in line with the company’s planned team expansion.

The ideal candidate will have hands-on experience with pose estimation, temporal modeling (e.g., LSTMs), and sports or motion analytics.

Requirements:

• Bachelor’s or Master’s degree in Computer Science, Data Science, Machine Learning, or a related field.

• Strong proficiency in Python, with proven experience using PyTorch.

• Solid understanding of machine learning principles, computer vision techniques, and time-series modeling.

• Hands-on experience with pose estimation frameworks (e.g., OpenPose, MediaPipe, AlphaPose, Detectron2).

• Knowledge of advanced architectures such as LSTM, GRU, or transformer-based models for temporal pattern recognition.

• Familiarity with keypoint detection, multi-camera calibration, and visual tracking.

• English B1+.

Nice to have:

• Background in sports science, biomechanics, or motion analysis.

• Experience with video annotation tools and working with large-scale datasets.

• Understanding of sports-specific movement patterns (e.g., jump shots, skating strides).

• Experience deploying real-time inference pipelines (e.g., ONNX, TensorRT, or edge devices).

Responsibilities:

• Develop and optimize machine learning and deep learning models for human activity recognition, segmentation, and performance scoring.

• Design, implement, and refine pose estimation pipelines for multi-camera environments.

• Apply LSTM and other temporal models to predict and analyze motion sequences.

• Collaborate with biomechanics experts to integrate heuristic rules into performance evaluation.

• Process and analyze large-scale visual and positional data from sports activities to enhance model accuracy and robustness.

• Contribute to the deployment and maintenance of real-time analytics pipelines.

We offer:

• Opportunity for professional self-realization and growth;
• Friendly team;
• 25-days of paid vacation;
• Medical insurance and 100% payment for sick leave;
• Professional training and obtaining certificates at the company's expense;
• Foreign language courses and other corporate programs;
• A variety of corporate events;
• Bonuses in case of wedding or a child’s birth;
• The possibility of remote work from any location.