About This Role

What you will do:
Be part of a team whose focus is to solve cutting edge AI problems and deploy models that constantly advance the state-of-the-art. You will be working across various NLP areas like STT, translation, summarization, sentiment analysis, TTS, and other interesting challenges that are challenging at Zoom's scale.
Responsibilities :

• Build and deploy state of the art ML models for NLP use cases
• Build large scale training and inference pipelines
• Build and scale realtime ML services which enable Zoom's products
• Take ML models from Research all the way to production
• Build metrics, dashboards to measure both ML and system performance
• Work closely with the Research teams build required tools and services to make them productive
• Work closely with the product and operations teams to integrate ML services seamlessly into the products
• Work closely with various teams on data acquisition, cleanup and related tooling
  

Qualifications

• Currently pursuing a Master's or PhD degree in Computer Science, Artificial Intelligence, Machine Learning, or related STEM field with an expectation that degree will be obtained by July 2023 or earlier
• Strong coding skills in Python, C/C++, or Java
• Experience with one or more of the following: Natural Language Processing, text understanding, classification, ranking systems or similar
• Experience in Machine Learning toolkits (TensorFlow, PyTorch)
• Familiarity with large-scale data processing and distributed systems
• Proven mathematical knowledge; understanding of machine learning, statistics
• Relevant professional experience with applied data analytics and predictive modeling
  

Bonus Qualifications

• Experience framework such as MLflow, Kubeflow, Airflow, Seldon Core, TFServing etc
• Experience in distributed training and performance optimization on GPU's
• Expertise in crafting Data Models for high performance and scalability
• Autoscaling, containers, performance tuning and optimization
• Experience with Deep Learning for NLP
• Strong verbal and written communication skills

Salary Range or On Target Earnings:
Minimum:
$98,500.00
Maximum:
$197,000.00
In addition to the base salary and/or OTE listed Zoom has a Total Direct Compensation philosophy that takes into consideration; base salary, bonus and equity value.
Information about Zoom's benefits is on our careers page here .
Note: Starting pay will be based on a number of factors and commensurate with qualifications & experience.
We also have a location based compensation structure; there may be a different range for candidates in this and other locations.
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 Zoom's Workstyles .
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.
Explore Zoom:

• Hear from our leadership team
• Browse Awards and Employee Reviews on Comparably
• Visit our Blog
• Zoom with us!
• Find us on social at the links below and on Instagram
• View more jobs, sign up for job alerts and join our talent community. Visit the Zoom careers site .

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 [email protected] .
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