- All stages in our recruitment process can be done remotely -
Senior Computer Vision/Deep Learning Engineer
Location: Krakow PROJECT DESCRIPTION
RESPONSIBILITIES
SKILLS
MUST
NICE TO HAVE
We are utilizing a city's existing fleet and a growing number of mobile devices connected to our network, we collect real-time data that supports the enforcement of traffic laws. We are implementing the first technology provider to create a vision-based solution capable of detecting, understanding, and determine causation of traffic violations, to help cities achieve their Vision Zero safety goals.
RESPONSIBILITIES
- Responsible for developing computer vision and machine learning technologies for prototyping and deployment on cloud and embedded systems.
- Building road scene reconstruction system using computer vision and other sensors with following techniques:
- applied deep learning (object detection, semantic segmentation, depth prediction etc.)
- motion & trajectory estimation,
- scene understanding,
- visual odometry,
- sensor fusion,
- mutli-object tracking,
- camera calibration,
- parameter estimation & optimization
- lanes and road layout estimation
- Experimenting with real-world data to validate, evaluate and improve the algorithms.
- Responsible for productizing the CV/ML algorithms into product features, with support and guidance from other system engineering teams
SKILLS
MUST
- Computer Science engineering degree or equivalent - Math, Physics or similarly quantitative-heavy background
- Experience with OpenCV and Pytorch, also other computer vision/deep learning libraries
- Experience in building visual data processing pipelines, including the design of necessary validation automation
Ability to transfer prototyping code/algorithm into production grade feature of a working system (C++)
- Experience in Python, OpenCV, Dlib
- Experience with common Machine Learning methods
- Experience with Pytorch, Keras or TensorFlow is a plus
- Experience in using Deep Learning models in automotive projects (object detection, scene semantic segmentation etc.)
- 5+ years of experience ii IT projects, ideally similar position
NICE TO HAVE
- Experience in C++
- Knowledge of Nvidia TensorRT, DeepStream SDK
- Experience in deep learning models optimization (pruning, quantization, knowledge distillation etc.)
- Competitive salary
- Luxoft Training Center
- Access to e-learning Library
- Individual development plans
- Long-term cooperation with possibility to gain experience in different projects and technologies
- A significant number of professional communities (Agile Community, Tech Community, Business Analysis Community, etc.)
- Group Life Insurance
- Private healthcare insurance – LuxMed. Unlimited access to specialist consultations with Dental Care included
- Medical costs reimbursement for employees (up to certain amount per quarter)
- Travel Insurance
- Benefit Program - Cafeteria and Multisport Card
- Various communities (sport, recreation activities, trips, board games, cultural and educational activities)
- Discounts program for employees – BeLux (banking offer, car leasing offer and cafeteria program discount)
- Convenient locations in a modern offices with game rooms
- Multinational projects for clients all over the world
Please apply with the button on the right side of this job offer.
We kindly inform you that we will contact only chosen candidates. If you are interested in the above position, please apply by submitting your CV in English
Check out our open roles at career.luxoft.com
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Check out our open roles at career.luxoft.com
and follow us on Facebook!
www.facebook.com/luxoft.poland
