Statistician for Data Cleaning and AI Training Remote Contractor
Overview
A remote contractor role for a statistician focused on advancing data-driven AI solutions. You’ll clean messy datasets and apply basic descriptive and inferential analyses to real-world data, shaping how models learn and perform. You’ll create clear visualizations and write concise summaries of methods and results for non-technical stakeholders, while contributing to dataset annotation and ongoing data quality improvements. No prior AI experience needed; deep domain expertise matters most.
What You'll Do7
- 1Clean, preprocess, and structure complex datasets using tools like Python, R, SAS, or Stata.
- 2Apply descriptive and inferential statistics to reveal trends and patterns in real-world data.
- 3Create data visualizations that clearly communicate findings and support model development.
- 4Annotate, label, or enrich training data to improve AI model training quality.
- 5Draft concise write-ups of methods, analyses, and results for non-technical audiences.
- 6Coordinate asynchronously with project stakeholders to clarify requirements and refine deliverables through written and verbal updates.
- 7Identify data quality issues in dirty or incomplete datasets and propose practical solutions.
Requirements3
- 1Proficiency in Python or R for statistical analysis, data manipulation, and visualization.
- 2Experience cleaning and preparing complex or messy datasets with one of the listed tools (R, Python, SAS, Stata).
- 3Familiarity with basic descriptive statistics and inferential methods such as hypothesis testing and regression analysis.
Who Should Apply
The ideal candidate holds strong statistics or data science foundations and can translate technical insights into plain summaries for diverse audiences. This role suits someone comfortable working remotely and collaborating through written updates. It may be less suitable for applicants who lack experience handling large, noisy datasets or who cannot document methods clearly. Common fit concerns include limited programming ability in Python or R or insufficient experience communicating complex findings to non-technical stakeholders.
Salary Insight
$60 - $120/hr. Pay details are included here; further compensation discussions occur during the interview process.
Location
Required Skills
Application Tip
Highlight a concrete result from a messy dataset you cleaned, including tools used and a measurable impact on model training or decision quality.
See NearSkill jobs more often in your search
How your application is processed
1Application received
Your resume and details are logged the moment you apply.
2ATS + eligibility screening
We check your profile against the role’s skills, seniority, and requirements.
3Employer sees qualified profiles only
Only candidates who clear screening move forward.
Similar open positions
Explore active roles that match your skills and interests.
Micro1
VerifiedData Scientist
This contractor role is perfect for data scientists who want to directly improve how AI models learn and reason. You'll apply your analytical skills to collect, clean, and model real-world data, helping train next-generation systems without needing prior AI experience—your domain expertise is the key ingredient. Work remotely and contribute to cutting-edge projects that turn raw data into smarter, more capable AI.
Micro1
VerifiedStatistics Expert PhD for AI Training Remote
Remote contractor role for a PhD-level Statistics expert contributing to an AI training initiative. You’ll translate complex statistical concepts into precise, well-explained inputs to help models learn, reason, and perform. Your domain knowledge stands in for prior AI experience, guiding high-quality real-world data for training. Expect collaborative reviews with annotation leads and project managers, plus the creation of benchmark “golden responses.” Boldly apply your mastery of statistics to diverse audiences through clear writing and rigorous methodology.
Micro1
VerifiedSubject Matter Expert Data and Statistical Chart Analysis AI Benchmark
A remote contractor role focused on data and statistical chart analysis to support AI benchmarking. You’ll interpret complex visualizations like Sankey diagrams, heatmaps, and calibration curves with precise terminology. The work helps shape how models learn, reason, and perform by contributing high-quality, real-world input. No AI background required; strong domain knowledge in statistics or data science is what matters.
Micro1
VerifiedData Scientist for AI Model Evaluation and Quality Assurance
A remote contractor role with micro1 in partnership with a leading AI lab. You’ll apply rigorous statistics, machine learning, and quantitative reasoning to evaluate AI model outputs and improve performance. Expect to develop expert prompts, datasets, and reference solutions, while spotting methodological flaws and statistical errors. The work centers on enhancing model capabilities through structured, actionable feedback. Python, Machine Learning, and Data Analysis are core to the daily tasks and evaluation.”
Turing
VerifiedData Scientist/Analyst
This contract role focuses on improving AI model performance through hands-on Python development and rigorous data analysis. You will build and maintain code for model training, run evaluations, and rank model responses across diverse domains. The work includes creating high-quality datasets for supervised fine-tuning and collaborating with researchers on RLHF efforts. The position is fully remote and requires a minimum of 20 hours per week with 4 hours of overlap with Pacific Time.
Micro1
VerifiedBiostatistician for AI‑assisted Clinical Research Remote
A remote contractor role for a Biostatistician supporting an AI-assisted clinical research project at micro1. You will generate and validate statistical outputs from clinical datasets, review TFLs, and judge analysis quality against the SAP. The work informs how AI models learn from real-world data, with emphasis on accuracy and clear documentation. Expect collaboration with a cross‑disciplinary team and a strong focus on regulatory‑grade standards. CDISC SDTM/ADaM and survival analysis are central to the tasks performed.