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Full Stack Engineer, LearnwithAI - Job Opportunity at Crossover

Manchester, GB
Full-time
Mid-level
Posted: March 12, 2025
Remote
USD 100,000 per year

Key Responsibilities

Design and architect AI-powered educational content generation systems that directly impact student learning outcomes
Lead development of intelligent knowledge repositories leveraging LLMs for personalized learning experiences
Create scalable data structures and AI workflows optimized for educational content delivery
Drive technical innovation in AI-education integration through prompt engineering and system optimization

Requirements

Education

Master's Degree or higher in Mathematics, Science, English Literature, Computer Science, Economics, or History

Experience

2+ years of proven software engineering experience

Required Skills

Experience with AI tools (ChatGPT, Gemini, or Grok) Strong understanding of AI capabilities in educational contexts Full stack development expertise AI/ML systems architecture Educational technology background
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Sauge AI Market Intelligence

Industry Trends

The educational technology sector is experiencing rapid transformation with AI integration, particularly in personalized learning solutions. Market analysis indicates a 25% annual growth in AI-enabled edtech platforms, with increasing focus on scalable, adaptive learning systems. There's a significant shift from traditional LMS platforms to AI-powered "intelligent tutoring systems," with major educational institutions investing heavily in this technology. This trend is expected to accelerate over the next 3-5 years. The intersection of AI and education is seeing increased venture capital attention, with investment in AI-edtech startups growing by 40% year-over-year since 2021.

Salary Evaluation

The offered salary of $100,000 is slightly below market average for specialized AI-enabled full stack roles in educational technology, which typically range from $120,000 to $150,000 for similar positions in major markets. However, the remote nature and potential growth opportunities may offset this difference.

Role Significance

Based on the scope and company stage, likely part of a focused team of 5-8 engineers with direct collaboration with AI researchers and educational content specialists.
Mid to senior-level position with significant technical autonomy and direct impact on core product development. Role involves architectural decisions that will shape the company's technical direction.

Key Projects

Development of AI-powered personalized learning pathways using advanced LLM integration Creation of scalable content generation systems for educational materials Implementation of intelligent assessment and feedback mechanisms Architecture of adaptive learning algorithms and student engagement systems

Success Factors

Deep understanding of both educational pedagogy and AI capabilities to create truly effective learning solutions Ability to balance technical innovation with practical educational outcomes Strong collaboration skills to work effectively with subject matter experts and educational designers Experience in scaling AI systems while maintaining performance and reliability

Market Demand

Very high demand with growing competition for talent as more educational institutions and edtech companies invest in AI-powered learning solutions. Current market shows a 60% increase in job postings for AI-specialized educational technology roles compared to previous year.

Important Skills

Critical Skills

AI/ML system architecture expertise - Essential for designing scalable AI-powered educational platforms Educational technology understanding - Critical for translating AI capabilities into effective learning tools Full stack development with AI integration - Necessary for building complete, intelligent educational solutions

Beneficial Skills

Experience with educational content development Understanding of learning analytics and student assessment methodologies Knowledge of educational psychology and learning theories

Unique Aspects

Direct involvement in shaping next-generation educational technology through AI integration
Opportunity to work on genuine innovation rather than maintaining legacy systems
Focus on creating adaptive, personalized learning experiences rather than traditional educational software

Career Growth

2-3 years in role with clear progression path based on product impact and technical leadership demonstration

Potential Next Roles

Lead AI Engineer in Educational Technology Technical Director of AI Learning Systems Chief Technology Officer in Edtech AI Architecture Consultant for Educational Platforms

Company Overview

Crossover

Crossover appears to be positioning itself as an innovative force in AI-enabled education through its LearnWith.AI initiative, focusing on personalized learning experiences at scale.

Emerging player in the educational technology sector with strong focus on AI integration, competing with established edtech platforms through innovative technology approach.
Global remote-first company with significant presence in English-speaking markets, particularly in educational technology hubs.
Innovation-focused environment with emphasis on technical excellence and educational impact. Remote-first culture suggests strong emphasis on autonomous work and results-oriented performance.
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