ML Ops Engineer / Software Engineer

ML Ops Engineer / Software Engineer

Zoom
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Not Specified

Job Description



Work Styles at Zoom
In most cases, you will have the opportunity to choose your preferred working location from the following options when you join Zoom: in-person, hybrid or remote. Visit this page for more information about .
About Us
Zoomies help people stay connected so they can get more done together. We set out to build the best video product for the enterprise, and today help people communicate better with products like Zoom Contact Center, Zoom Phone, Zoom Events, Zoom Apps, Zoom Rooms, and Zoom Webinars.
We're problem-solvers, working at a fast pace to design solutions with our customers and users in mind. Here, you'll work across teams to deliver impactful projects that are changing the way people communicate and enjoy opportunities to advance your career in a diverse, inclusive environment.
You will be part of a team whose focus is to solve cutting edge AI / MLproblems and deploy models that constantly advance the state-of-the-art. You will be working on designing the data infrastructure and solve other interesting bottlenecks that are challenging at Zoom's scale.

Responsibilities :
Design and implementation of data infrastructure for Machine Learning (ML) projects for our Research and Development Org
Assembling large, complex data sets and make the data more discoverable and easy to be used by the AI / ML team to support various Machine Learning initiatives. This includes unifying pre-processing work flows for data for different AI tasks.
Build and manage data sets, data pipelines, also by identifying and using suitable big data technologies, such as Apache Hadoop, DVC, Apache Drill,
Write tools to transform raw data sources into easily accessible models by coding across several languages such as Python, and SQL
Deploy, develop and maintain tools for data collection, data crawling and data annotation, e.g. as web applications using Django and Angular or similar technology.
Along with looking at external sources of data, build data expertise and own data quality for the pipelines you create.

Requirements :

Bachelor's or higher degree in Computer Science or related fields
Experience in building and optimising data pipelines
. Docker
. Experience with AWS cloud services, e.g. S3
. Experience working with large data volumes
. Broad knowledge of the data infrastructure ecosystem
. Knowledge of technologies like DVC or Hadoop
. Good understanding of one or more of the following : Python, JavaScript, C++, Django or Angular

Please note : This job opportunity is based out of Karlsruhe, Germany
We believe that the unique contributions of all Zoomies is the driver of our success. To make sure that our products and culture continue to incorporate everyone's perspectives and experience we never discriminate on the basis of race, religion, national origin, gender identity or expression, sexual orientation, age, or marital, veteran, or disability status. Zoom is proud to be an equal opportunity workplace and is an affirmative action employer. All your information will be kept confidential according to EEO guidelines.
We welcome people of different backgrounds, experiences, abilities and perspectives including qualified applicants with arrest and conviction records and any qualified applicants requiring reasonable accommodations in accordance with the law. If you need any assistance or accommodations due to a medical condition, or if you need assistance accessing our website or completing the application process, please let us know by emailing us at .
Zoom requires all U.S. employees who will work in person at a Zoom office, attend in-person Zoom meetings or have in-person customer meetings to be fully vaccinated. Zoom will consider requests for reasonable accommodations for religious or medical reasons as required under applicable law.
At Zoom, we care about our employees, their families, and their well-being. As part of our award-winning workplace culture and commitment to delivering happiness, our benefits program offers a variety of perks, benefits, and options to help employees maintain their physical, mental, emotional, and financial health support work-life balance and contribute to their community in meaningful ways. To view our benefits, click .

Job Details

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IT

About Zoom

Zoomies help people stay connected so they can get more done together. We set out on a mission to make video communications frictionless and secure by building the world's best video product for the enterprise, but we didn't stop there. With products like Zoom Contact Center, Zoom Phone, Zoom Events, Zoom Apps, Zoom Rooms, and Zoom Webinars, we bring innovation to a wide variety of customers, from the conference room to the classroom, from doctor's offices to financial institutions to government agencies, from global brands to small businesses.We do what we do because of our core value of Care: care for our community, our customers, our company, our teammates, and ourselves. Our global employees help our customers meet happier, communicate better, and create meaningful connections the world over. Zoomies are problem-solvers and self-starters, working hard to get results and moving quickly to design solutions with our customers and users in mind. Here, you'll work across teams to dig deep into impactful projects that are changing the way people communicate, and find room to grow with opportunities to stretch your skills and advance your career in a diverse, inclusive environment.

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