Computer Vision Algorithm Researcher, Senior

Hispanic Alliance for Career Enhancement; Deutschland; Remote; EUR 70.000 - 90.000; Vollzeit

Zusammenfassung

A leading technology innovator is seeking a Senior Computer Vision Algorithm Researcher to advance research and development in computer vision and machine learning. The role involves developing innovative customer solutions and requires a Masters or PhD in the field along with solid experience in algorithms and systems. The candidate will also collaborate with engineers and has opportunities for impactful contributions in a dynamic environment.

Qualifikationen

• 4+ years work experience in computer vision or machine learning.
• Solid foundation in object detection and 3D computer vision.
• Basic understanding of classical and deep learning algorithms.

Aufgaben

• Develop computer vision and machine learning algorithms.
• Train and deploy deep neural networks for various tasks.
• Create proof-of-concept implementations and prototypes.

Kenntnisse

Computer vision

Machine learning

Python

C/C++

Matlab

Ausbildung

Masters/PhD in computer vision or machine learning

Tools

OpenCV

Point Cloud Library

Jobbeschreibung

Remote Work: Yes

Overview

At Zebra, we are a community of innovators who come together to create new ways of working to make everyday life better. United by curiosity and care, we develop dynamic solutions that anticipate our customer’s and partner’s needs and solve their challenges.

Being a part of Zebra Nation means being seen, heard, valued, and respected. Drawing from our diverse perspectives, we collaborate to deliver on our purpose. Here you are a part of a team pushing boundaries to redefine the work of tomorrow for organizations, their employees, and those they serve.

You have opportunities to learn and lead at a forward-thinking company, defining your path to a fulfilling career while channeling your skills toward causes that you care about - locally and globally. We’ve only begun reimaging the future - for our people, our customers, and the world.

Let’s create tomorrow together.

The senior computer vision algorithm researcher will work to advance exploratory research and development projects in computer vision and machine learning and related fields to create highly innovative customer solutions. The researcher will develop perception & learning systems using 2D and 3D visioning systems that are Enterprise-grade and ready for real world deployment.

Responsibilities

• Development of computer vision and machine learning algorithms and applications
• Training and deployment of different deep neural networks for segmentation, object detection and other computer vision tasks
• Develop proof-of-concept implementations, prototypes and demos to fine-tune technologies to practical, state-of-the-art systems
• Perform experiments and evaluations to quantify and validate improvements made to existing systems
• Take responsibility for communicating with different engineers (embedded systems, backend server, computer vision) to continuously improve and optimize implemented algorithms
• Create automated software tests and provide support to trouble shoot software issues when needed
• Documentation of algorithms
• Research fundamental problems and implement algorithmic solutions that are appropriate
• Provide recommendations and solutions to problems using experience in multiple technical areas
• Receive little instruction on day-to-day work and general instructions on new assignments
• May influence the activities of junior level personnel

Qualifications

• Masters/PhD in computer vision or machine learning; alternatively a comparable industry career, with significant experience in delivering products using state-of-the-art computer vision and/or machine learning systems
• 4+ years work experience
• Solid foundation in computer vision; key areas of interest include object detection, tracking and recognition; multiple view geometry, 3D computer vision and SfM/SLAM; activity recognition
• Basic understanding of both classical machine learning and deep learning algorithms for computer vision applications
• Scripting and prototyping languages: Python, Matlab, C/C++
• Generic packages: OpenCV, Point Cloud Library
• Experience with Linux, Windows and ROS platforms
• Ability to grasp new concepts quickly
• Ability to adapt and use these patterns in innovative ways to develop custom solutions
• Ability to take initiative on issues and report results instead of waiting for task lists
• Good presentation skills, both prepared and "on demand" talks
• Takes ownership of their work, is self-motivated & practical in their problem-solving and thrives in a fast-paced, highly-collaborative applied research environment

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