7 days ago
LLM Data Quality
Quik Hire Staffing
Hybrid
Contractor
$156,000
Hybrid
Job Overview
Job TitleLLM Data Quality
Job TypeContractor
CategoryCommerce
Experience5 Years
DegreeMaster
Offered Salary$156,000
LocationHybrid
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Job Description
Role Overview
A global AI-focused organization is seeking an LLM Data Quality & Tooling Specialist to support large language model training initiatives through structured data validation and lightweight tooling development. This LLM Data Quality role blends hands-on quality control with practical tool-building to improve dataset reliability, clarity, and evaluation standards across STEM and humanities domains.
You will work closely with internal experts and AI teams to ensure training data meets rigorous quality standards while building simple, effective workflows to scale review processes.
Key Responsibilities
- Perform quality checks (QC) on generated datasets including Q&A pairs, rubric-based datasets, evaluation samples, and agentic workflows
- Review content across both STEM and humanities domains for logical consistency, accuracy, clarity, and completeness
- Develop clear, actionable QC guidelines to help domain experts independently review their samples
- Design and build lightweight Python-based utilities (primarily in Google Colab) to streamline validation workflows
- Translate quality requirements into structured review checklists, scripts, and semi-automated tools
- Identify recurring data issues and recommend process improvements
- Communicate findings clearly and professionally to cross-functional stakeholders
Required Qualifications
- Strong analytical thinking and attention to detail
- Experience performing structured content validation or quality assurance
- Proficiency in Python (especially for lightweight scripting and automation)
- Comfortable working in Google Colab or similar notebook environments
- Ability to convert ambiguous QC requirements into practical workflows and tools
- Excellent written communication skills
- Ability to work full-time with required PST overlap
Engagement Details
- Contractor assignment (no medical/paid leave)
- Full-time commitment with 4 hours of overlap with PST
- Duration: 10 months
- Fully remote
- Potential for contract extension based on performance
Evaluation Process
- Job interest form
- Interview
- Selection and onboarding
Key skills/competency
- LLM Data Quality
- Structured Data Validation
- Python Scripting
- Google Colab
- Content Review
- Quality Assurance (QA)
- Data Analysis
- Process Improvement
- Analytical Thinking
- Cross-functional Communication
How to Get Hired at Quik Hire Staffing
- Research Quik Hire Staffing's culture: Study their mission, values, recent news, and employee testimonials on LinkedIn and Glassdoor to align your application.
- Tailor your resume for LLM Data Quality: Highlight experience in data validation, Python scripting, and quality assurance, using keywords from the job description.
- Showcase Google Colab and Python skills: Provide examples of lightweight tooling development or automation projects relevant to data quality.
- Prepare for a technical interview: Be ready to discuss your analytical thinking, attention to detail, and problem-solving approach to data issues.
- Emphasize communication and process improvement: Demonstrate your ability to articulate findings and suggest enhancements for data quality workflows.
Frequently Asked Questions
Find answers to common questions about this job opportunity
01What is the primary focus of the LLM Data Quality role at Quik Hire Staffing?
02What technical skills are crucial for an LLM Data Quality Specialist at Quik Hire Staffing?
03How will my content review skills be utilized in the LLM Data Quality position?
04What kind of tooling development is expected for the LLM Data Quality role?
05What is the work arrangement and duration for the LLM Data Quality contract at Quik Hire Staffing?
06How important is communication in the LLM Data Quality Specialist role?
07Will I be working independently or as part of a team in this LLM Data Quality role?
08What is the evaluation process for candidates applying for the LLM Data Quality role at Quik Hire Staffing?
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