Machine learning Engineer (вакансія неактивна)

Hard skills:
— 1+ years of commercial practice in the Machine Learning / Deep Learning (in computer vision area will be great)
— Understanding the principles of image and video signal processing.
— Experience with object detection and tracking
— Understanding of different machine learning algorithm families and their tradeoffs (linear, kernel-based, neural networks, unsupervised algorithms, etc.)
— Understanding of time, RAM, and I/O scalability aspects of data science applications (e.g. CPU and GPU acceleration, operations on sparse arrays, model serialization and caching)
— Hands-on experience with ML frameworks such as Tensorflow and PyTorch
— Strong Python knowledge and of course such toolkit as: numpy, scipy, pandas, scikit-learn, dlib, OpenCV, jupyter, matplotlib
— Experience with Git + GitLab
— Comfortable with Linux-based operating systems and remote (SSH) development

Soft skills:
— Excellent interpersonal skills, cross-group, and cross-culture collaboration.
— Ability to create, pitch and develop original ideas.
— At least Intermediate English level.
— Software design and peer code review skills

Will be a plus:
— Experience with development for embedded devices (Raspberry Pi, Nvidia Jetson series)
— Common understanding of such ML techniques as GAN, ASR, RL, Recommender Systems
— Experience with DVC
— Knowledge of back-end part of service development: Django, Flask, nginx, Docker
— Knowledge of computer networks and osi model
— Experience (at least knowledge) with agile development methodologies

We offer:
— Opportunity to be part of the big story that shapes the future and is already changing the present
— Startup culture, join a dynamic fast-moving team with high energy and an ambitious proactive can-do approach
— Be part of a wider team and create an impact in a fun environment that is going through an exciting time of massive growth and innovation
— Office in the center of Kyiv
— Flexible working hours

Responsibilities:
— Development of ML (computer vision mostly) solutions for industrial applications that will allow for automation across complex industries — starting with manufacturing
— (Second, alternative project) Development of ASR solutions for noisy environments and different accents of speech

About the company:
Zpoken is a hard-working, fast-moving, fun-loving team of developers who put product before pride. Whether we are working to make our user experience more intuitive or helping to solve some of the most complex business problems through better data modeling, we do so alongside people that we respect and admire. Ours is a supportive team that adapts quickly to new requests and works hard to make sure that everyone succeeds together.