24-MAG · New York, NYremote

Salary
$75–$105/hrfrom the description
Posted
Jul 19, 2026
Location
New York, NY
Last confirmed open
Jul 20, 2026

What this job asks for AI summary

A part-time contract role for ML and NLP specialists to support frontier AI model evaluation. Day-to-day work involves designing technically challenging ML and NLP tasks, building Python-based reference solutions, assessing model outputs, and documenting failure patterns across areas such as language understanding, generation, retrieval, and training workflows. Suits practitioners with strong hands-on Python and modern ML/NLP experience, available around 20 hours per week.

Senior level · Remote · Contract

Must have (8)
Pythonmachine learningNLPtransformersLLMsmodel trainingmodel evaluationretrieval systems
Nice to have (6)
PyTorch, TensorFlow or JaxHugging Facefine-tuningRAGembeddingsadversarial testing

“or” means any one of them counts — you don't need all of them.

We read this from the posting text with AI. Skim the description below before ruling yourself out.

How this req sits in the market our data

Roughly 1,300 people nationally plausibly meet what this posting asks for (data scientists). range 380–1,950

Applicant volume Moderate — A normal amount of company. The rare requirements below are what will separate a shortlisted application from the rest.

What gives you an edge
transformers9%

Rare in this occupation — lead with these, and say what you built with them.

What won't set you apart
Python88%machine learning80%

Most people in this occupation already list these. Still required — just not what gets you shortlisted.

What the occupation pays Median $122,874 (middle half $87,544–$162,374). This posting is about at that midpoint.

Estimated from BLS employment for this occupation and area, per-skill prevalence across our listing corpus, and published wage benchmarks — as of Jul 28, 2026. It is a model, not a headcount.

Why we read it this way (10)

The posting is a part-time W-2 contingent contract (~20 hrs/week), not a full-time hire — classified as Contract accordingly.

No overall years-of-experience figure is stated; seniority is inferred as Senior from the depth of expertise described ('deep hands-on experience', frontier model evaluation, peer-review leadership) and the $75–$105/hr rate range.

Degree is listed as 'highly relevant' and equivalent professional experience is explicitly accepted, so the degree requirement is set to None.

PyTorch, TensorFlow, and JAX are presented as interchangeable framework options ('PyTorch, TensorFlow, JAX, Hugging Face, or comparable frameworks'); PyTorch is used as the primary name with TensorFlow and JAX as alternatives. Hugging Face is emitted separately as it is a distinct platform.

The Ideal Profile section uses hedged language ('may have', 'familiarity with') throughout, so all skills listed there are treated as preferred rather than hard gates, with the exception of Python, which is explicitly stated as required in the Contract Details section.

The 'Nice to Have' section skills (fine-tuning, RAG, embeddings, benchmark design, adversarial testing) are marked preferred per that heading.

SOC 15-2051 (Data Scientists) is chosen as the primary code because the core work is ML/NLP modelling, model evaluation, and failure analysis. 15-1252 (Software Developers) is the runner-up given the Python development and pipeline-building responsibilities.

Ignored 1 non-technology phrase(s) as skills (responsibilities/concepts, not named tools): benchmark design.

Posting is for a contract engagement — the market benchmarks below price full-time roles, so read the comp comparison with that in mind.

Caller marked this a fully-remote role — scored against the national candidate pool.

Read the full posting

The employer publishes the full description on their own site — read it there ↗. Or sign in to read it here — it's free, and it also lets you track this application.

Apply

Apply on employer site ↗