Our client is a fast scaling AI organisation working with enterprise customers across logistics, private credit and security. They build private AI models that run natively inside Snowflake and other secure environments. The core platform is built. The integrations are in place. The next step is testing at scale to prove reliability and performance under real world pressure.
Role Overview
We are hiring an early career AI Testing Lead to work directly on three live enterprise use cases. This role suits someone who wants hands on exposure to real production AI, not research simulations.
You will spend your days challenging the model, surfacing failures, testing edge cases, validating outputs and supporting the push from "working" to "enterprise ready".
This work requires discipline, curiosity and clear thinking.
Key Responsibilities
Run structured tests across multiple live AI use cases
Identify hallucinations, inconsistent outputs and behavioural drift
Stress test retrieval, grounding and relationships in messy datasets
Work inside Snowflake and other cloud environments to deliver test cycles
Document issues clearly, consistently and repeatably
Retest improvements with zero ambiguity
Support development of evaluation datasets and reproducible scenarios
Work with senior engineers to push model performance forward
Non Negotiable Requirements
Degree in AI, Data Science, Computer Science, Physics or similar
Hands on experience with ML or AI models (projects, internships or startup work)
Ability to analyse outputs and spot inconsistencies
Some Python or SQL exposure
Comfortable working in a high expectation environment with direct feedback
Strong written clarity and disciplined documentation
Nice to Have
Experience with Snowflake, Databricks or Azure
Exposure to LLMs, NLP or retrieval based systems
Experience handling messy or unstructured data
Who This Suits
A graduate or early career engineer who learns fast and wants ownership
Someone who can handle repetitive but critical testing work
Someone who wants a path into agents, systems engineering or platform engineering
Someone who values discipline over hype
To express interest, contact SNG Recruitment who are representing this confidential search exclusively.
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