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Machine Learning (ML) AI Task Auditor - Freelance AI Trainer Project

UK
$70 – $100/hr
Posted about 18 hours ago
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Machine Learning (ML) AI Task Auditor - Freelance AI Trainer Project

This position is listed on behalf of a partner company, who manages all applications and next steps. Our partner is looking for a Machine Learning (ML) AI Task Auditor - Freelance AI Trainer Project based in the United Kingdom.

This freelance opportunity is designed for experienced Machine Learning professionals who want to apply their technical expertise to the development and evaluation of advanced AI systems.

You will audit machine learning tasks used to train and evaluate AI models, ensuring they are technically accurate, realistic, reproducible, and practical.

Responsibilities

  • Evaluate machine learning tasks to determine whether they are technically accurate, realistic, solvable, reproducible, and supported by reliable tests and evaluation criteria.
  • Review model development workflows, data preprocessing pipelines, and machine learning implementations for technical correctness and practical relevance.
  • Assess whether algorithms, training approaches, and expected outcomes are logically sound and appropriately defined.
  • Identify data pipeline flaws, model training inefficiencies, algorithmic logic errors, and other technical issues that may compromise task quality.
  • Rigorously test and troubleshoot complex machine learning scenarios to validate task behavior and expected results.
  • Provide clear, actionable technical feedback on identified issues and recommend improvements where appropriate.
  • Apply specialized machine learning knowledge to ensure AI training and evaluation tasks meet high standards of accuracy, rigor, and reproducibility.
  • Document technical findings clearly and consistently across assigned project tasks.

Reasons to use Rodeo

I’m in my final year doing Economics and I don’t know whether to apply for grad schemes now or do a masters first. What do you think?

Honest answer — it depends on where you want to end up. A lot of top grad schemes (Big 4, civil service, banking) don’t need a masters. Let’s look at the ones you’d be competitive for now, and we can decide if a masters actually adds anything.

Also worth knowing: most autumn 2026 applications are open now. Timing matters more than you think.

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Grad scheme, placement, apprenticeship? Not sure what you want yet — that's fine. Your agent talks it through with you and turns "I have no idea" into a shortlist.

P

Graduate Consultant — 2026 Scheme

PwC·London, UK
£35,000/yr

Why you're a good match

Strong

Your economics background and your summer at a regional bank line up with what PwC looks for on the consulting scheme. Applications close in four weeks.

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It searches the market for you

Every day your agent scans the market matching roles against what actually matters to you, not just keywords on a CV.

Why you're a good match

You’ve got the grades and the economics background, and your bank internship is exactly the experience this scheme looks for. Apply soon — deadlines close within the month.

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Strong

Experience fit

Your summer at the bank plus your econometrics coursework map directly to the day-one responsibilities on this scheme — client modelling, market briefings, and deal support.

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Strong

Only hits

No noise. No "maybe this fits." Just roles with a clear explanation of why they're right — and where to focus when applying.

Requirements

  • Demonstrable professional experience and deep technical knowledge in Machine Learning, including model development and data preprocessing pipelines.
  • Strong hands-on experience with machine learning frameworks such as PyTorch or TensorFlow.
  • Strong understanding of machine learning algorithms, model training workflows, data preparation, and technical evaluation practices.
  • Strong analytical and problem-solving skills, with the ability to rigorously test, troubleshoot, and evaluate complex technical scenarios.
  • Excellent attention to detail and the ability to identify subtle data, model, algorithmic, testing, and reproducibility issues.
  • Ability to objectively assess technical tasks against requirements for accuracy, realism, solvability, and reliable evaluation.
  • Strong written communication skills for providing precise, constructive, and actionable technical feedback.
  • Ability to work independently and apply specialized expertise within a freelance, project-based environment.
  • Candidates will be considered for one area of specialization based on their professional experience; expertise across other domains is not required.
  • Ability to provide a secure computer and reliable high-speed internet connection for freelance project work.

Benefits

  • Compensation of $70–$100 per hour, with the exact rate determined based on experience, expertise, and geographic location.
  • Final compensation may vary from the published range following evaluation of your qualifications and location.
  • Freelance contract structure offering flexibility for project-based work.
  • Remote work environment.
  • Opportunity to contribute directly to the training and evaluation of advanced AI systems.
  • Opportunity to apply specialized Machine Learning expertise to technically challenging AI evaluation projects.
  • Health insurance, paid time off, and other company-sponsored employee benefits are not provided under the freelance contract.
  • Contractors are responsible for supplying their own secure computer and high-speed internet connection.

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How Jobgether Works

We use an AI-powered matching process to ensure your application is reviewed quickly, objectively, and fairly against the role's core requirements. Our system identifies the top-fitting candidates, and this shortlist is then shared directly with the hiring company. The final decision and next steps (interviews, assessments) are managed by their internal team.

We appreciate your interest and wish you the best!

Why Apply Through Jobgether?

Data Privacy Notice: By submitting your application, you acknowledge that Jobgether will process your personal data to evaluate your candidacy and share relevant information with the hiring employer. This processing is based on legitimate interest and pre-contractual measures under applicable data protection laws (including GDPR). You may exercise your rights (access, rectification, erasure, objection) at any time.

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Skills

Machine Learning
PyTorch
TensorFlow
Data Preprocessing
Model Development
Algorithmic Logic
Troubleshooting
Technical Auditing
Data Pipelines
Model Training
Analytical Skills
Problem-solving
Technical Documentation
Evaluation Criteria

Location

United Kingdom

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