Senior Machine Learning/Computer Vision Engineer (offline)
Requirements:
β’ At least 5 years of software engineering and research experience
β’ 3+ years in machine learning and/or computer vision domain
β’ Knowledge of different deep learning architectures and learning frameworks
β’ Knowledge of classic computer vision algorithms including OpenCV
β’ In-depth knowledge of Convolutional Neural Networks, including major network architectures, knowledge of activation functions, and their effects on network trainability and speed, experience in network training and tuning meta parameters
β’ In-depth knowledge of object detection or/and segmentation
β’ Knowledge of performance metrics in object detection and classification, such as mAP and related
β’ Experience in preparing and augmenting datasets for training
β’ In-depth understanding of loss functions and the ability to create custom loss functions as well as custom network layers
β’ Understanding of network sparsity, network pruning, and its effect on network speed and performance
β’ Understanding of low bit depth networks, weight quantization, and its effect on speed and trainability
β’ Ability to quickly prototype and implement new ideas, finding simple and accurate problem solutions
β’ Good written and spoken English
Would be a plus:
β’ Experience with CV for the automotive industry
β’ Experience with human pose estimation and behavior recognition
β’ Experience with digital image processing
β’ Experience with C++ and deep understanding of C++ concepts
β’ Experience with FPGA or/and embedded development
β’ Cross-platform development, code optimization skills
β’ Knowledge of classical algorithms and data structures
β’ Expertise in Linux environment
β’ Docker
We offer:
β’ Flexible working hours
β’ A competitive salary and good compensation package
β’ Possibility of partial remote work
β’ Best hardware
β’ A masseur and a corporate doctor
β’ Healthcare & sport benefits
β’ An inspiring and comfy office
Professional growth:
β’ Challenging tasks and innovative projects
β’ Meetups and events for professional development
β’ An individual development plan
β’ Mentorship program
Fun:
β’ Corporate events and outstanding parties
β’ Exciting team buildings
β’ Memorable anniversary presents
β’ A fun zone where you can play video games, foosball, ping pong, and more
The job ad is no longer active
Job unpublished on
10 July 2020
Look at the current jobs Data Science Kyiv→
Similar jobs
Data Science Engineer at Quantum
Poland, Ukraine
Relocate, Ukraine $3500-5000
Ukraine, Portugal, Poland
All jobs Data Science Kyiv All jobs N-iX