Data Architect, Zoom
$234-271.2k
More information about location
Office located in San Jose, CA
Video-focused online communications platform
Be an early applicant
Video-focused online communications platform
1001+ employees
Be an early applicant
$234-271.2k
More information about location
Office located in San Jose, CA
1001+ employees
Company mission
To make video communications frictionless and secure.
Role
Who you are
- Requires a Bachelor's degree in Computer Science, Communications Engineering, a related field, or a foreign degree equivalent
- Must have 6 years of experience in job offered or related occupation
- Must have 6 years of experience in Distributed Computing and Parallel Processing (e.g. MapReduce, Apache Flink)
- Must have 6 years of experience in Data Pipeline and Big Data Processing
- Must have 6 years of experience in Cloud Computing and Distributed Architecture (e.g. AWS, Google Cloud, Azure and Alibaba Cloud; Kubernetes and Docker)
- Must have 6 years of experience in Linux System and Network
- Must have 6 years of experience in Full-text Search and Vector Search (e.g. ElasticSearch, Pinecone and ChromaDB)
- Must have 6 years of experience in Application of Advanced AI Technologies (e.g. Natural Language Processing)
- Must have 6 years of experience in Ops and Automated Pipelines (e.g. Ansible, Jenkins, Prometheus and Grafana); and
- Must have 6 years of experience in Microservices Architecture and API Design
- Must have 4 years of experience in AI Model Deployment and Management (e.g. TensorFlow Serving, ONNX, and Kubeflow.)
- Telecommuting work arrangement permitted: position may work in various unanticipated locations throughout the U.S. Position does not require domestic or international travel
What the job involves
- Develop and maintain robust data architectures that support business goals and analytics needs
- Ensure that data solutions are scalable, maintainable, and optimized for performance
- Collaborate with data engineering and analytics teams to integrate data solutions into broader data ecosystems
- Design, implement, and manage ElasticSearch clusters for efficient data storage and retrieval
- Optimize ElasticSearch performance and scalability to handle large volumes of data
- Ensure data integrity and availability within ElasticSearch environments
- Design and implement machine learning models to analyze data and generate actionable insights
- Utilize AI techniques to enhance data analysis processes and automate data workflows
- Continuously evaluate and refine AI models to improve their accuracy and efficiency
- Lead the team in AI data annotation and management efforts to ensure high-quality data for model training
- Implement processes and tools for efficient data annotation, validation, and management
- Oversee AI quality evaluation projects to ensure the accuracy and reliability of AI models
- Implement DevOps practices to ensure efficient and reliable deployment of data solutions
- Automate data pipelines and workflows to streamline data processing and analysis
- Use Ansible for managing cluster deployments and configuration management
- Collaborate with DevOps teams to integrate data solutions into CI/CD pipelines and monitor their performance
- Provide leadership and mentorship to the data team, fostering a collaborative and innovative environment
- Coordinate and prioritize team tasks and projects to align with business goals and timelines
- Ensure data integrity, quality, and governance across all data systems
- Implement data security and privacy measures to protect sensitive information
- Conduct regular data audits and assessments to ensure compliance with data protection regulations
- Develop and maintain incident response plans for data-related issues
- Monitor data systems for performance and reliability, responding promptly to any incidents
- Conduct post-incident analyses and implement improvements based on findings
- Create and maintain comprehensive documentation of data architectures and related processes
- Provide training and guidance to team members on best practices for data management, machine learning, ElasticSearch, and DevOps
- Stay updated on the latest trends and advancements in data architecture, machine learning, ElasticSearch, and DevOps
Our take
Zoom reworked video conferencing when most people assumed it was a solved problem, with services from Cisco and Skype already ubiquitous in workplaces and homes. However, its videoconferencing infrastructure was simpler to use, faster and more flexible than any previous solution, and it swiftly took the world by storm.
Its success bred competition, however, and companies such as Microsoft and Google, along with numerous smaller communications firms, have begun making inroads on Zoom's formerly commanding lead. Additionally, as workplaces are mostly adopting a hybrid or flexible working strategy, some of its importance as a workplace tool is wearing off and it is recording a gradual decline in daily usage rates.
To counter these trends, Zoom is expanding its business offerings through product development and strategic aquisitions, such as that of Solvvy (an AI and automation service) in 2022. It remains to be seen if this will be enough to turn things around for Zoom: along with many other large tech companies it has recently engaged in large-scale layoffs to realign itself with a difficult economic situation. Still, it is a profitable company and a household name, and its track record of innovation means it is still very much one to watch in the communications space.
Freddie
Company Specialist at Welcome to the Jungle
Insights
7% employee growth in 12 months
Company
Funding (last 2 of 5 rounds)
Jan 2017
$100m
SERIES D
Feb 2015
$30m
SERIES C
Total funding: $148.5m
Company benefits
- Work from home opportunities
- Retirement benefits
- My-Time-Off (MTO), an extended vacation policy
- Employee Stock Purchase Plan (ESPP) and Restricted Stock Unit (RSU) Equity Program plus Yearly stock grant for all employees
- Wellness and fitness reimbursement, wellness resources, Thrive Global wellness app, TaskHuman wellness coaching app
- Employee Assistance Program (EAP) including emotional support, financial resources and legal guidance
- Paid Parental Leave (both parents) 16 weeks paid leave (or statutory if more generous)
- Employer Matching of Charitable contributions up to $500 USD equivalent/year
- Annual Zoom Store Allowance
- Business Travel Accident Insurance
Company HQ
Downtown San Jose, San Jose, CA
Leadership
Eric Yuan
(CEO)Previously VP Engineering at Cisco and WebEx.
Salary benchmarks
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