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Crossing Hurdles

Verified Job SourceRecruitment agency

Connecting ambitious talent with high-growth companies worldwide.

Staffing and Recruiting
201–500 people

About

Crossing Hurdles connects skilled professionals with opportunities across leading AI training platforms and high-growth companies. As global demand for human input in AI development continues to grow, many platforms rely on large networks of capable contributors across technical, analytical, and knowledge-based domains. Crossing Hurdles helps professionals discover and access these opportunities by bringing together information, talent networks, and application pathways related to AI model training, evaluation, and emerging AI-enabled work. Through our growing community of candidates and professionals, we help individuals explore opportunities with global AI platforms that are building and improving next-generation AI systems. These opportunities often span areas such as technical analysis, research, reasoning tasks, and other knowledge-driven work that supports the development of modern AI models. Alongside the AI ecosystem, Crossing Hurdles also works with high-growth companies to support talent discovery across key business functions. We collaborate with founders, leadership teams, and hiring managers to help them connect with capable professionals for full-time roles across both on-site and remote teams. Over the past few quarters, we have partnered with companies including Angel One, Ixigo, Cars24, Veera, ABP Network, Battery Smart, Zavya, and Twin Engineers, supporting hiring initiatives across multiple sectors. Key areas of focus • Opportunities across AI training and evaluation platforms • Technology & Product roles • Growth, Marketing & Sales • Customer Success & Support • Finance & Business Operations By bringing together talent networks, industry insights, and emerging opportunities across AI and high-growth companies, Crossing Hurdles aims to help capable professionals discover meaningful work while supporting organizations in reaching the talent they need to grow.

Open positions

Java Software Engineer | $90/hr Remote

Remote · Canada

Design, develop, and maintain scalable backend systems and microservices using Java and Spring Boot. Collaborate with teams to review technical specifications and optimize application performance and security.

Senior Full Stack Developer | $90/hr Remote

Remote · Canada

Design, develop, and maintain robust web applications while optimizing for speed and scalability. Collaborate with cross-functional teams to deliver technical solutions and provide mentorship to peers.

Software Engineer | Remote

Remote · Canada

Design and implement cloud infrastructure environments to evaluate AI model proficiency and reinforcement learning. Develop validation tests, golden reference solutions, and defective variants to test AI recovery strategies.

Drug Safety Specialist | $80/hr Remote

Remote · Canada

The role involves authoring and reviewing safety evaluation tasks based on DSURs and PSURs/PBRERs while ensuring conformity to ICH requirements. Additionally, the specialist will reconcile safety data and provide feedback for AI-driven pharmacovigilance tools.

Clinical Safety Specialist | $80/hr Remote

Remote · Canada

The role involves authoring and reviewing safety evaluation tasks based on DSURs and PSURs/PBRERs while ensuring conformity to ICH guidelines. Additionally, the specialist will reconcile safety data and provide feedback for AI-driven pharmacovigilance tools.

Electrical Engineering Professor | Remote

Remote · Canada

The role involves designing and authoring rigorous graduate-level electrical engineering exam questions and grading rubrics. Additionally, the professor will validate AI-generated technical content and provide feedback on model reasoning.

AI Finance Domain Expert

Remote · Canada

The role involves reviewing and editing AI-generated financial content for accuracy and developing prompts for financial analysis and valuation. The expert will also annotate complex financial data and author technical investment documentation.

Autodesk Inventor Specialist

Remote · Canada

Develop and update fully-parametric 3D CAD models of mechanical parts and assemblies using Autodesk Inventor. Audit models for manufacturability and create detailed technical drawings following ASME Y14.5 standards.

SolidWorks Specialist

Remote · Canada

Create and update fully-parametric 3D CAD models of mechanical parts and assemblies based on technical briefs. Audit models for manufacturability and translate design intent into structured data for AI model training.

Family Law Attorney | Remote

Remote · Canada

The attorney will analyze complex family law scenarios to provide legal inputs for AI training and critique AI-generated legal content for accuracy. They will also collaborate with interdisciplinary teams to refine legal reasoning patterns and maintain current knowledge of family law trends.

Operations Associate | $60/hr Remote

Remote · Canada

The role involves creating high-quality research questions and answers to train AI models. It also requires developing evaluation materials and conducting online research for AI benchmarking projects.

Research Analyst | $60/hr Remote

Remote · Canada

The role involves creating high-quality research questions and answers to train AI models. It also requires developing evaluation materials and conducting online research for AI benchmarking projects.

Business Analyst | $60/hr Remote

Remote · Canada

The role involves creating high-quality research questions and answers to train AI models. It also requires developing evaluation materials and conducting online research for AI benchmarking projects.

Medical Oncologist | Remote

Remote · Canada

The role involves authoring and reviewing evaluation tasks to assess the clinical defensibility of efficacy and safety conclusions in oncology and hematology. The clinician will provide structured, guideline-based rationales and identify clinically implausible content.

Medical Hematology | Remote

Remote · Canada

Author and review evaluation tasks requiring nuanced clinical judgment in oncology and hematology. Assess the clinical defensibility of efficacy and safety conclusions while providing structured rationales for non-clinical audiences.

Immigration Lawyer | Remote

Remote · Canada

The role involves analyzing complex immigration law scenarios and drafting legal documents to support data-driven projects. Additionally, the attorney will evaluate and refine AI-generated legal content to ensure accuracy and clarity.

Autodesk Fusion 360 Specialist

Remote · Canada

Develop and edit fully parametric 3D models of mechanical parts and assemblies based on technical briefs. Support AI model training by providing high-quality CAD data and optimizing designs for production.

Senior Software Engineer

Remote · Canada

The role involves contributing expert-level code, debugging complex software defects, and implementing scalable new features. Additionally, the engineer will refactor legacy code and document technical reasoning to improve AI training data quality.

Data Scientist | Remote

Remote · Canada

The role involves reviewing and refining AI-generated content and optimizing prompts to improve model outputs. It also requires conducting rubric-based evaluations and performing research to validate data quality.

Clinical Biostatistician | $65/hr Remote

Remote · Canada

The role involves authoring and reviewing evaluation tasks to validate statistical outputs from clinical datasets. It requires identifying discrepancies between statistical results and clinical study reports while establishing defensible ground truths.