Full-Time

AI Machine Learning Engineer – New Grad

Posted on 10/11/2023

Zoom

Zoom

10,001+ employees

Unified communication and collaboration platform


Entry

Oakland, CA, USA

Required Skills
Python
Tensorflow
Pytorch
Java
Natural Language Processing (NLP)
Data Analysis
Requirements
  • 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 2024 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 with the large language models (LLMs) tuning and application
  • 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
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
Desired 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

Zoom offers an AI-powered unified communication and collaboration platform, featuring virtual meetings, team chat, VoIP phone system, online whiteboard, and conversation intelligence. The platform also includes innovative room solutions for meeting spaces and solutions for hosting impactful virtual and hybrid experiences.

Company Stage

IPO

Total Funding

$272.5M

Headquarters

San Jose, California

Founded

2013

Growth & Insights
Headcount

6 month growth

1%

1 year growth

4%

2 year growth

27%
INACTIVE