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Full-Time

Sr. Machine Learning Knowledge Engineer

Taxonomist

Confirmed live in the last 24 hours

Glassdoor

Glassdoor

1,001-5,000 employees

Enables anonymous career-related information sharing

Compensation Overview

$122.1k - $162.2kAnnually

+ Bonus + RSUs

Senior

Remote in USA

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
Python
SQL
Natural Language Processing (NLP)
Data Analysis
Requirements
  • 5+ years of experience focusing on natural language processing, taxonomy and ML model analysis
  • Solid understanding of the ML model development life cycles
  • Experience overseeing teams of human data labelers, creating annotation guidelines, and performing audits and quality control for data annotation teams
  • Experience working with data from social media platforms
  • A background in linguistics, library science, or information retrieval
  • Working knowledge of Python, SQL, and command line operations
  • Familiarity with occupational taxonomies, employee benefits, and career industries
Responsibilities
  • Work with product managers to understand product requirements and use cases
  • Become a subject matter expert on various topics related to careers and social media discussion by diving deep into data
  • Curate data sets for model training and development with attention to mitigating bias
  • Create and maintain taxonomies as needed for model development using industry best practices
  • Audit and refine existing taxonomies as needs and use cases change
  • Design and operationalize annotation and model evaluation tasks
  • Provide data-driven analysis and insights from data and evaluations
  • Advocate for the importance of human-in-the-loop during model development
  • Work autonomously with minimum direction
  • Engineer prompts to guide generative AI to produce desired outputs
  • Automate operations and perform data analysis using Python and SQL

Glassdoor operates as a career community platform that provides job-seekers with transparent and confidential insights through company reviews, salary data, and job postings. With its commitment to ensuring secure and private connections, this company stands as a leader in leveraging technology to empower individuals to make informed career choices. A career with this company promises engagement with innovative tech solutions and a supportive community-driven environment, appealing to those passionate about enhancing career opportunities for others.

Company Stage

M&A

Total Funding

$1.4B

Headquarters

San Francisco, California

Founded

2007

Growth & Insights
Headcount

6 month growth

5%

1 year growth

10%

2 year growth

20%

Benefits

Medical, dental, & vision coverage

PTO

401(k) with 50% match

Professional development