Application Guide

How to Apply for AI Engineer

at Highlightta

🏢 About Highlightta

Neon One (formerly Highlightta) is unique as a mission-driven technology company focused exclusively on the nonprofit sector, helping small to mid-sized organizations build communities of generosity through intuitive software. Their 20+ year legacy in nonprofit tech combined with a current transformative AI journey creates an opportunity to apply cutting-edge technology for tangible social impact. The fully remote culture emphasizes empathy, innovation, and collaborative growth while maintaining a customer-first mindset.

About This Role

As a foundational AI Engineer at Neon One, you'll build and scale their AI platform specifically for the social good sector, working with rich nonprofit datasets to implement Agentic Workflows and LLMs that directly impact thousands of nonprofits. You'll bridge the gap between model development and product integration as the go-to AI expert on the Data Team, collaborating closely with Data Scientists, Data Engineers, and development teams to create tangible value through intelligent systems.

💡 A Day in the Life

A typical day involves collaborating with Data Scientists to refine models for nonprofit use cases, implementing Agentic Workflows in Neon One's platform, and working with development teams to integrate AI features into their software products. You'll spend time optimizing LLM implementations for specific nonprofit tasks while ensuring ethical data practices, with regular cross-functional meetings to align AI initiatives with product roadmaps and customer needs.

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🎯 Who Highlightta Is Looking For

  • Hands-on builder with proven experience implementing production-ready Agentic Workflows and Large Language Models (LLMs) in real-world applications
  • Technical expert who can effectively bridge data science models with product integration, demonstrating both ML engineering and software development skills
  • Mission-aligned professional genuinely passionate about applying AI/ML for social impact in the nonprofit sector
  • Collaborative team player comfortable working in a fully remote environment with cross-functional teams including Data Scientists and Engineers

📝 Tips for Applying to Highlightta

1

Explicitly highlight any experience with nonprofit/social good datasets or mission-driven tech projects in your resume

2

Showcase specific examples of implementing Agentic Workflows or LLMs in production environments, not just experimental projects

3

Demonstrate your ability to bridge model development and product integration with concrete examples from past roles

4

Research Neon One's specific products (like Neon CRM, Neon Fundraise, etc.) and suggest how AI could enhance them

5

Emphasize your remote work experience and collaboration skills, as this is a fully remote position requiring strong communication

✉️ What to Emphasize in Your Cover Letter

['Your specific experience with Agentic Workflows and LLMs in production environments', "Why you're passionate about applying AI/ML to the nonprofit/social good sector specifically", 'Examples of successfully bridging data science models with product integration in past roles', "How your technical skills align with Neon One's mission of building 'vibrant communities of generosity' through technology"]

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🔍 Research Before Applying

To stand out, make sure you've researched:

  • → Neon One's product suite (Neon CRM, Neon Fundraise, etc.) and their specific features for nonprofits
  • → The company's history and evolution from 2004 to present, including their rebranding from Highlightta
  • → Nonprofit technology trends and challenges, especially around donor engagement and operational efficiency
  • → Recent news about Neon One's AI initiatives or their 'transformative journey' mentioned in the job description

💬 Prepare for These Interview Topics

Based on this role, you may be asked about:

1 Technical deep dive into your experience with Agentic Workflows: architecture, implementation challenges, and scaling considerations
2 Case study on how you would approach implementing LLMs for nonprofit-specific use cases (donor engagement, grant writing, etc.)
3 Questions about working with diverse, potentially sensitive nonprofit datasets and ensuring ethical AI implementation
4 Collaboration scenarios: how you've worked with Data Scientists and Engineers to bring models to production
5 Discussion about Neon One's specific products and how AI could enhance their nonprofit software solutions
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⚠️ Common Mistakes to Avoid

  • Focusing only on theoretical ML knowledge without demonstrating production implementation experience
  • Treating this as just another AI engineering role without showing genuine interest in the nonprofit sector mission
  • Presenting yourself as purely a researcher rather than a hands-on builder who bridges development and integration

📅 Application Timeline

This position is open until filled. However, we recommend applying as soon as possible as roles at mission-driven organizations tend to fill quickly.

Typical hiring timeline:

1

Application Review

1-2 weeks

2

Initial Screening

Phone call or written assessment

3

Interviews

1-2 rounds, usually virtual

✓

Offer

Congratulations!

Ready to Apply?

Good luck with your application to Highlightta!

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