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Crossing Hurdles
Full Stack Developer | Remote

Full Stack Developer | Remote

Remote

Canada

$ 150 /hour

Freelance

12-03-2026

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Skills

Communication Python Version Control Test git Large Language Models

Job Specifications

Position: SWE Expert

Type: Hourly contract

Compensation: $70-$150 per hour

Commitment: Project Based

Location: Remote

Role Responsibilities

Translate high-level AI evaluation objectives into structured, testable deliverables with defined inputs, outputs, and success criteria
Create documentation describing expected behavior, constraints, and edge cases for evaluation workflows
Develop lightweight automation scripts that generate artifacts, validate outputs, and enforce formatting requirements
Build deterministic Python verifier scripts that confirm task completion through output or final-state validation
Design prompts and evaluation tasks that reliably trigger intended workflow behavior while preventing instruction leakage
Implement robust error handling and clear failure messaging in verification tooling
Develop negative-control or baseline approaches that test whether evaluation systems correctly distinguish valid solutions
Maintain well-structured, reproducible artifacts with consistent naming and version control practices

Requirements

Strong Python skills including scripting, file system operations, parsing, and deterministic validation logic
Experience with automated evaluation, testing frameworks, or verification workflows
Familiarity with prompt design and evaluation methodologies for large language models
Ability to create structured technical documentation using tools such as Markdown or similar formats
Experience with developer tooling such as Git, command-line workflows, virtual environments, and dependency management
Understanding of reproducible evaluation practices and deterministic task design
Strong communication skills with the ability to produce clear specifications and controlled project scope

Application Process (Takes 20 Mins)

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Interview (15 min)
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About the Company

At Crossing Hurdles, we specialise in customised recruitment and staffing solutions designed to drive success for businesses and professionals. Our focus is on connecting organisations with top-tier talent by sourcing, screening, and presenting only the top 1% of candidates across a wide range of industries. We work closely with clients to understand their unique needs, ensuring that we find candidates who not only fit the role but also align with their organizational culture. Over the past few quarters, we've successfully p... Know more