Вакансия ML Engineer for the AR project

8 октября 2021    40
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Requirements:

— English;

— Math: linear algebra, calculus, statistics, smoothing, nonlinear optimizations;

— Algorithms, data structures;

— Basics of CV algorithms;

— Tensorflow, Keras, NumPy, Jupyter, Sklearn;

— Python (JS will be plus);

— Strong understanding of machine learning: you should be familiar with the process (data collection, training, evaluation, and making iterative improvements) of building effective learning systems;

— 3D graphics (Be familiar with vertex, edge face concepts of 3d model. Know about transformations: affine, similarity, perspective. Be able to convert between cartesian and homogeneous coordinates);

— Ability to quickly learn new things, read whitepapers and try to reproduce their work by description.

Will be a plus:

— OpenCV;

— TFLite;

— Experience in CV problems: good feature detection and matching, PnP, Homography Transform, SLAM, photogrammetry basics;

— Experience with GPU computing;

— Experience with running models on low power devices;

— C# + Unity;

— Augmented reality;

— Self-manageable person, able to work without supervision.

Our promise:

— Days off for all public holidays;

— 20 days of paid leave per year and 5 days of sick leave;

— Meetups and events for professional development;

— Compensation for medical expenses;

— Flexible work schedule (productivity and results are important to us);

— Incentives (wedding, childbirth);

— 50% compensation for trainings, conferences, etc;

— 100% compensation for English classes.

Project:

We’re working on a solution that would transform the jewelry retail industry by offering a showroom-like experience through a consumer phone.

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