AI Engineer

AI Engineer
Umbo Computer Vision, Taiwan

Experience
1 Year
Salary
0 - 0
Job Type
Job Shift
Job Category
Traveling
No
Career Level
Telecommute
No
Qualification
Bachelor's Degree
Total Vacancies
1 Job
Posted on
Mar 31, 2021
Last Date
Apr 30, 2021
Location(s)

Job Description

Autonomous security systems for a safer and happier world.

About the Company

Established in 2014, we are an artificial intelligence company developing an autonomous video security platform for communities, organizations and enterprises alike. Our mission is to create a powerful automated security visual recognition system to help protect businesses, their assets, and the general public. With offices in San Francisco, London, and Taipei, our software and hardware products currently service major multinational corporations, hotels, schools, and offices across the world.

Products

  • Umbo Light - a powerful cloud-based human detection AI SaaS service miles ahead of the competition.
  • Umbo AiCameras - the industry’s first security camera with onboard AI processing.
  • Umbo TruePlatform - an entirely cloud-based video management platform with open integrations and alert response capabilities.

Press

Taipei Times - News announcement of Umbo product partnership with Taiwan Mobile-owned kbro

Venture Beat - Umbo Computer Vision raises $8 million for AI-powered video security

Analytics Insight - Top 5 Innovative Computer Vision Software Providers in 2019

CB Insights - The Deep Learning Market Map: 60+ Startups Working Across E-Commerce, Cybersecurity, Sales


The Role

As a member of the AI Team, you will work with fellow AI engineers, as well as other creative engineers. The AI Team's goal is to continuously optimize our 4-year-old AI/ML product, Umbo Light, for performance, accuracy, and sustainability, as well as adopt cutting-edge technologies to improve and expand its services! We rigorously strive to make our systems as robust and performable as possible. Our systems have already processed many billions of frames to date, and we’re eager to have you join us in scaling that to new heights.


What You'll Do

  • Learn cutting-edge computer vision and machine learning algorithms.
    * We're super excited whenever new deep learning techniques are out, and serious about applying the best to improve one of our core technologies autonomous video security. You will join in on our regular discussions covering new research papers and tech, open to all in the company. And of course, we happily encourage you to share your discoveries as well!
  • Design, implement and optimize our CV/ML systems such as data collection, model training, evaluation, and serving.
    * You will learn and apply many backend technologies, working with our other talented engineers to come up with creative ways to improve our data processing pipelines.
  • Operate large-scale CV systems with our infrastructure engineers.
    * You will design and implement effective performance metrics monitoring rules and alerts to gain insight into how our systems and models are doing. You will learn many modern techniques for building and maintaining distributed ML systems in public clouds, and apply them towards our many challenges in operating production systems that process ever-growing amounts of video streams!

Requirements

What We're Looking For

  • Proficiency in programming Python, Go, C or C++.
  • Experience with implementing computer vision or machine learning algorithms in practice at scale.
  • Ability to write clean and maintainable code with design documents and unit tests
  • Good communication skills and a positive attitude to work with colleagues in Taipei and San Francisco.
  • Proficient English speaking, reading, and writing ability.
  • Minimum 2 years experience in an AI-related role.

Nice To Haves

  • Experience with designing data-intensive applications
  • Experience in container technologies like Docker and Kubernetes
  • Prior security industry experience
  • Contributions to open-source projects
  • Records of active contribution to technical communities, such as contributed or invited talks in relevant conferences
  • Practical Agile enthusiast

Benefits

Why You'll Enjoy Working At Umbo Computer Vision

  • Competitive salary (annual compensation 1M-1.6M)
  • A bright and comfortable office located 8 min walk from MRT Gangqian Station in Neihu
  • Company-provided MacBook
  • National health insurance and labor insurance
  • Flexible remote working policy - we trust you to work where you choose so that you can do your best work
  • Flexible vacation - we don't cap your time off!
  • Annual professional development stipend
  • Annual employee wellness stipend - because we want all our employees to be happy AND healthy
  • Bi-annual company offsites to connect with coworkers outside the office
  • Ev

Job Specification

Job Rewards and Benefits

Umbo Computer Vision

Information Technology and Services - Taipei, Taiwan
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