2023 Machine Learning Research - Intern

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. This paid internship is for a duration of approximately 10 - 12 weeks during the Summer of 2023. The program offers cutting edge projects, as well as a mix of additional types of learning in areas of leadership and business acumen-- and is packed full of fun! Our goal is to provide our interns with world class managed experiences, so we can ensure happiness occurs every step of the way!
Responsibilities:

• Develop ML models or algorithms for various Zoom products such as task-oriented dialogue systems, Zoom meeting/phone/chat intelligence products
• Research and investigate the latest technologies, then create and customize ML/DL models for speech and conversational AI

• Collaborate with various teams including offshore teams, exchange ideas, communicating requirements, providing technical guidance, code review. Participate in production integration and deployment, and result evaluation.

Qualifications:

• Currently pursuing a Bachelor's, Master's or PhD degree in Computer Science, Artificial Intelligence, Machine Learning, or related field
• 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

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:
$25.75
Maximum:
$98.50
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.
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 .

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.
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] .