Job Title: Senior ML Developer (Python / Computer Vision)

Contract type: ТД / ИП / СЗ Work format: Remote Employment type: Full-time Salary: up to 350 T.R., negotiable Project: AI video analytics system

Mandatory requirements:

• Level: Senior (commercial experience from 5 years).
• Python (Core): Deep knowledge of the language and ecosystem.
• Computer Vision (CV): Practical experience with OpenCV and other libraries for image/video processing, understanding of technologies, minimum experience required
• Machine Learning (ML): Experience working with frameworks (TensorFlow, PyTorch or equivalents) for classification, detection, tracking tasks.
• Backend (Node.js): Confident proficiency in Node.js and frameworks (Express.js, Nest.js) - highly desirable, but not critical
• Databases: Experience with relational (PostgreSQL) and/or NoSQL (MongoDB) DBMS.
• Git: Confident proficiency in version control system.

Desirable (pluses):

• Experience with video streams (RTSP protocol).
• Frontend (JavaScript): Vue development experience.
• Knowledge of Docker and DevOps basics.
• Understanding of message brokers (RabbitMQ, Kafka) principles.
• Experience in code and ML-model optimization for real-time operation.
• Experience with Kubernetes

The developer will be involved in refining and developing the existing product, namely:

• Refinement of CV/ML algorithms
• Backend development and maintenance
• Frontend development (minimally)
• General tasks:
  • Refactoring and optimization of the codebase.
  • Participation in the full cycle: discussion, implementation, testing, release to production

Stack: FastAPI, ONNX Runtime / TensorRT, OpenCV, FFmpeg, MS, Meta, MLflow, Docker, Docker Compose (better with cubes), YOLO, ResNet, MobileNet, ONNX , MLflow, NMS (Non-Maximum Suppression), JSON, Webhook or queues, queue, threading/asyncio, REST API, quality assessment (loss, accuracy, confusion matrix and others).

Having your own models suitable for fine-tuning for the project's tasks would be a plus.

Contact aka_Buka.