Careers at Mammoth
Help us figure out what makes AI recommend.
We’re looking for curious people who enjoy digging into data, testing ideas, and working through questions that don’t have obvious answers.
Our current opening is for someone ready to go deep into how LLMs search, retrieve information, and recommend brands.
You’ll investigate how LLMs discover and process information, design experiments, and turn your findings into useful insights for our campaigns.
This role goes deeper than collecting fan-out queries, sources, and citations. You’ll examine available backend responses, network traces, and structured data to understand what happens between a question and the final answer.
What you’ll work on
- Investigate how LLMs search, expand queries, retrieve sources, and build answers.
- Analyze fan-out queries, citations, source selection, and available backend data.
- Compare datasets to identify correlations, recurring patterns, and questions worth testing.
- Design and run experiments across different brands, categories, and scenarios.
- Track changes in how LLMs retrieve information and represent brands over time.
- Document methods, findings, and limitations so other team members can understand and reproduce the work.
- Work with our campaign team to apply promising findings and measure what happens.
What we’re looking for
A strong understanding of LLM visibility
You understand how brands appear in AI answers and have a working knowledge of search, retrieval, fan-out queries, sources, and citations.
Confidence working with data
You can organize messy information, compare different data points, and investigate patterns carefully. You understand that a correlation is a starting point for further testing.
Hands-on testing experience
You’ve designed and run experiments yourself. You can explain what you tested, how you measured it, what happened, and what you would investigate next.
Curiosity and follow-through
You enjoy breaking a problem apart and following the evidence. You’re comfortable with unexpected results and willing to revisit an idea when the data changes.
Clear communication
You can turn complex findings into explanations and practical next steps that the wider team can use.
What you can expect
- A remote, work-from-home opportunity.
- A competitive salary.
- An active, collaborative work culture.
- Space to investigate ideas and contribute to our testing.
- Opportunities to learn alongside experienced LLM visibility practitioners.
- Research that feeds directly into real campaigns.
About Mammoth
Mammoth is a fast-growing company focused on helping brands become visible and recommended across LLMs.
We run campaigns, conduct ongoing testing, and bring practitioners together through conferences, workshops, and communities around the world.
Our network includes experienced LLM visibility experts who actively exchange findings and ideas. Research and shared learning are central to how we work.
Show us how you think.
Share your CV, a short introduction, and an example of research or testing you’ve done. Walk us through the question, your approach, and what you learned.
We’re interested in the thinking behind the work, including the experiments that surprised you.
Apply for the Role →