SME Careers
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Remote

R QA Lead for Remote Data-Analysis Projects Contract

Up to 65/hr
Remote
Posted September 12, 2026
contract
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Listing checked September 4, 2026 · pay as published by SME Careers

Overview

This remote, hourly contractor role places you in charge of R quality assurance for AI training initiatives focused on data-analysis workflows. You will review R code, assess statistical reasoning, and verify reproducible workflows against client guidelines. Collaborate with remote trainers, analysts, and QA peers, delivering precise feedback and maintaining onboarding materials. Your guidance helps ensure clear documentation and standardized outputs that meet client expectations.

What You'll Do9

  • 1Spot-check R programming outputs and data-analysis steps for accuracy.
  • 2Review R code, statistical explanations, visualizations, data-wrangling steps, and modeling workflows.
  • 3Communicate project updates and R-specific standards on Discord.
  • 4Answer trainer and QA questions about R syntax, packages, reproducibility, and rubric interpretation.
  • 5Direct message inactive contributors and track activation milestones.
  • 6Create and maintain R documentation, style guides, examples, trackers, FAQs, honeypots, and onboarding materials.
  • 7Lead onboarding calls and training sessions for R contributors.
  • 8Flag misleading statistical claims, invalid methods, non-reproducible workflows, or hallucinated packages/functions.
  • 9Suggest improvements to QA processes based on recurring gaps.

Requirements10

  • 1Bachelor’s or Master’s degree in statistics, data science, mathematics, computer science, economics, biology, social sciences, or a related quantitative field.
  • 2Strong English proficiency to follow guidelines and provide clear feedback.
  • 33+ years of hands-on experience with R for data analysis, statistics, or research.
  • 4Deep knowledge of R syntax, data frames, vectors, functions, lists, factors, missing data, tidyverse, base R, statistical modeling, and visualization.
  • 5Ability to identify issues such as incorrect statistical assumptions, invalid package usage, non-reproducible code, data leakage, flawed transformations, hallucinated functions, or misleading charts.
  • 6Familiarity with dplyr, tidyr, ggplot2, readr, stringr, purrr, data.table, Shiny, R Markdown/Quarto, caret/tidymodels, lme4, survival, Git, and reproducible workflows is preferred.
  • 7Experience leading remote teams of trainers, analysts, reviewers, educators, or QAs is strongly preferred.
  • 8Comfortable with Discord, Google Sheets, Google Docs, trackers, dashboards, GitHub, and PM systems.
  • 9Highly organized with ability to maintain style guides, trackers, FAQs, calibration tasks, and onboarding materials.
  • 10Experience with AI training, data annotation, LLM evaluation, code QA, or rubric-based review is a strong plus.

Who Should Apply

Senior R practitioners with remote-team leadership and QA experience are ideal. You excel at diagnosing statistical validity issues, ensuring reproducible code, and delivering precise, rule-based feedback. You thrive coordinating distributed contributors via Discord and maintaining comprehensive R documentation. Candidates without substantial remote leadership or with weaker English communication may struggle to meet expectations. If you have strong R expertise and a background in AI training contexts, you will score highly for this contract role.

Salary Insight

Pay is $65 per hour. This rate aligns with mid-senior level, remote QA leadership in data science and AI training contexts.

Pay and demand for Data Science & Analytics roles

Aggregated

Typical pay

$70/hour

This role

up to $65/hr

Most Data Science & Analytics roles pay $38–$95 per hour. This role's pay falls inside that range.

Based on 996 similar roles that publish pay · 300 publish only a top rate; those count at the rate they gave

Typical rangeMedian payThis role

Rates shown per hour. Yearly and monthly pay converted; one-time fees and non-USD pay are not included.

Live similar roles
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Hiring most right now: micro1 (310) · SME Careers (253) · Mercor (139)

Most requested skills · share of roles

  • ai training
    14%
  • ai evaluation
    12%
  • llm evaluation
    11%
  • data annotation
    10%

Figures from Data Science & Analytics roles live on NearSkill when this page loaded. A role can close before you apply, so check the listing itself.

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Location

Typeremote
LocationRemote
Eligible countriesUnited States
This is a remote position

Compensation

Up to $65/hr

Required Skills

rrstudiormarkdownquartotidyversedplyrdata.tableggplot2readrstringrpurrrlme4survivalcarettidymodelstidyrshinygitgithubreproducible-workflowsdiscordgoogle-sheetsgoogle-docsllm-evaluationai-trainingcode-qarubricai trainingcode reviewdata analysisllm evaluationr qastatisticstrainer feedbackvisualization

Application Tip

Highlight a portfolio of reproducible R notebooks or Quarto reports that demonstrate QA feedback, adherence to style guides, and clear documentation of data-analysis steps.

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