Position: Data Scientist/ Python developer
Company: Develux
Category: Data Science
Experience required: 5y
English level: upper

We are Develux, a fast-developing IT company that has operated in the US and European markets since 2014.
We are an IT consulting, outsourcing, and outstaffing company. We also have two services Video editing and SEO.

Develux offers full-cycle custom software development services and provides the smartest solutions for our customers.
We are looking for a **Data Scientist/ Python developer **for our outstaffing project.

The position will be focused on leading solution designs and developing computer vision and machine learning algorithms for analysis, prediction, and understanding of human behaviour in various domains to support ongoing research on next-generation intelligent safety &amp; security systems in terms of public transportation.

**Stack:** Python, DNN, RNN, CNN network designs

**Required hard skills:**
- 4+ years of commercial experience in IT projects
- 2+ years of experience in the field of computer vision.
- Experience with multiple Machine Learning algorithms
- Experience developing real-time systems
- Experience in using and training Deep Learning models (e.g. classification, object
detection, scene semantic segmentation, tracking action recognition, etc.)
- Solid knowledge of DNN, RNN, and CNN network designs
- Programming skills in Python
- Experience in OpenCV and DL frameworks (e.g. TensorFlow, Keras, sci-kit- earn)
Experience that helps you to stand out from the crowd:
- Familiarity with Nvidia Jetson Xavier NX / Jetson Nano
- Model conversion to Nvidia TensorRT
- Strong programming skills in Python
- Multitask learning
- Image quality improvement

**Responsibilities:**
You are expected to work on lead work and take key accountability of:
- People detection and tracking (detection, classification, multi-object tracking)
- Behavior reasoning
- Social interaction modeling
- Motion prediction
- Uncertainty estimation and quantification
- Preparation of training/test datasets for various applications

**Benefits:**
- Annual paid vacation: 21 working days;
- Paid sick leave;
- Corporate English courses (after successful completion of the adaptation period);
- Compensation for the cost of a subscription to a health/sports center (up to 100 USD / month after successful completion of the adaptation period);
- Reimbursement of expenses related to thematic conferences/courses (up to 100% in agreement with the Manager/Supervisor);
- Medical insurance (50% after successful completion of the adaptation period);
- Corporate events