Be an early applicantLess than 25 applicants

Company

Red Hat · 5 hours ago

Principal AI Taxonomy Engineer

Texas, United States

Full-time

Remote

Mid, Senior Level, Lead/Staff

$117K/yr - $192K/yr

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Responsibilities

Evaluate and optimize triaging processes and documentation over time, ensuring the team’s processes are efficient and up-to-date.

Triage pull requests (PRs) and route tasks to appropriate team members or departments; identify trends in incoming data.

Develop and code software programs, algorithms, and automated processes to cleanse, integrate, and evaluate large datasets from multiple disparate sources.

Ensure consistency and accuracy in data labeling and categorization, continuously updating and refining taxonomies as new categories or concepts emerge.

Help maintain data quality by filtering out low-quality or unsuitable inputs; as needed, escalate actions in response to sensitive or inappropriate content.

Create and maintain documentation for taxonomy changes, usage guidelines, and best practices; monitor repository cleanliness and take action to maintain order (e.g., close dated PRs and irrelevant issues).

Maintain documentation regarding triage and taxonomy status, as well as skills and knowledge contribution process enhancements.

Monitor and analyze the effectiveness of taxonomies in supporting AI model performance.

Support public and community engagement through maintenance of community triage communications channels (i.e., slack, community calls).

Support customers in curating and utilizing Red Hat taxonomies; advise customers on establishing - and debugging - custom taxonomies.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Data ManagementClassification SystemsPython ScriptingAI ConceptsAgile Development

Required

Bachelor's degree in computer science or equivalent.

Experience with large-scale data management.

Strong self-motivation and organizational skills.

Ability to think systematically and identify patterns.

Adaptability to evolving technologies and methodologies.

Demonstrates ability to context switch between multiple concurrent projects.

Excellent written and verbal communication skills.

Positive attitude and willingness to share ideas openly.

Ability to maintain strict confidentiality when in contact with confidential or sensitive customer information in accordance with Red Hat policies and applicable privacy laws.

Preferred

Bachelor's degree in Computer Science, Information Science, or a related field.

Understanding of classification systems, metadata standards, and controlled vocabularies.

Familiarity with Python scripting.

Familiarity with AI and machine learning concepts and their data requirements.

Familiarity with participating in an agile development team.

Experience working within an open source community.

Benefits

Comprehensive medical, dental, and vision coverage

Flexible Spending Account - healthcare and dependent care

Health Savings Account - high deductible medical plan

Retirement 401(k) with employer match

Paid time off and holidays

Paid parental leave plans for all new parents

Leave benefits including disability, paid family medical leave, and paid military leave

Additional benefits including employee stock purchase plan, family planning reimbursement, tuition reimbursement, transportation expense account, employee assistance program, and more!

Company

Red Hat

Glassdoor

4.1

Red Hat is a software company that offers enterprise open source software solutions. It is a sub-organization of IBM.

Founded in 1993

Raleigh, North Carolina, USA

10,001+ employees

http://www.redhat.com

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