Computer Vision Engineer
Опубліковано 27 серпня 2021
Напрямки:
Data Engineering
Deep Learning
Data Science & AI
Чим Ви будете займатись Обов'язки
- Investigating, prototyping and productizing solutions based on the computer vision technologies, deep machine learning models
- Find the optimal balance between setting and maintaining a research direction, and day-to-day delivery of robust technologies
- Determine implementation and optimization of algorithms
- Develop new and implement existing computer vision technologies for the logistic area
- Optimize code to perform in the Cloud. Edge Computing is a plus.
- Deploy models into our Cloud production environment that will be used by in a real-time setting
- Develop embedded computer vision solutions: android / iOs, microcomputers – e.g. nvidia jestson nano
- Develop ML pipelines for continuous machine learning (MLOps)
- Develop microservices and serverless functions based on computer vision technologies
- Develop mobile applications
Що ви маєте вміти Обов'язково
- Experience taking a computer vision-based project from the initial concept to production
- Experience or strong familiarity with deep learning frameworks such as Tensorflow, Pytorch, Keras, Yolo etc.
- Experience training and serving computer vision models – object detection or segmentation, OCR, etc
- Solid knowledge of OpenCV
- Experience developing software and algorithms for computer vision, machine learning or computer graphics applications
- Deep understanding of machine learning fundamentals
- Experience with open source computer vision and linear algebra frameworks
- Strong instincts for efficiency and optimization
- 3-4 years coding experience in one of these languages: Python, C++, Java, Kotlin
- Highly competent in data science techniques and software libraries
- Experience with dockerisation of computer vision components
Буде плюсом
- Experience in Cloud based AI/ML platforms such as AWS Sagemaker, Azure ML, Google AI products
- Knowledge of Kotlin (Java)
- Understanding of microservice patterns
- Knowledge of Kafka and experience with scalable recognition pipelines
Що ви отримаєте Пропонуємо
- Flexible working hours
- A competitive salary and good compensation package
- Best hardware
- A masseur and a corporate doctor
- Healthcare & sport benefits
- An inspiring, comfy, clean and safe office
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