Position: ML Engineer
Company: Proxet
Category: Data Science
Experience required: 5y
English level: upper
Published: 2022-12-01T00:00:00+02:00

Mango Inc. is developing a microbial diagnosis and monitoring technology that accelerates time-to-market for new drugs, speeds real-time manufacture, and prevents false results. The company is currently operating in stealth mode.

In this role you will be responsible for the research and development of image processing and machine learning solutions for problems in the field of microbial diagnosis. Main tasks include image reconstruction and enhancement, object detection, classification and tracking.

SKILLS & EXPERIENCE:
Background in computer science or similar quantitative field;
3+ years of professional experience in data science, or ML engineering role;
Deep knowledge of machine learning concepts, from mathematics behind them to ML solution lifecycle;
Strong understanding of data structures and algorithms, image processing;
Experience in developing software using Python;
Proficiency with NumPy, OpenCV, Pandas and deep learning frameworks Pytorch/TensorFlow;
Experience with cloud platforms (AWS);
Upper-Intermediate level of written and spoken English.

RESPONSIBILITIES:
Building scalable and efficient models on super-resolution images for image enhancement, object detection and tracking
Research and implementation of image processing and computer vision algorithms
Using state-of-the-art machine learning techniques
Integrating machine learning models into existing or new applications with CI/CD
Maintenance of ML models in production environment (monitoring, performance optimizations, tracking, etc.)