I am an employee that has irregular/exceptional capability for the roles I'd be applying for. But my resume doesn't reflect that.
I’m trying to figure out how to aim my job search when my actual capability is meaningfully higher than what my resume signals.
I have a business administration degree, but my resume does not read like “advanced analyst,” “developer,” “automation engineer,” or anything in that lane. I also don’t want to pretend I’m something I’m not. I am not a software engineer. I am not a credentialed data analyst. I am not trying to jump into a senior strategy role.
What I do have is an unusual amount of practical leverage with LLMs and tooling.
I’m a very heavy LLM user. Not “I use ChatGPT sometimes,” but tens of thousands of serious turns across ChatGPT, Claude, Gemini, etc. I use these systems as working infrastructure: to reason through processes, build scripts, create calculators, design CRUD-style tools, structure documents, automate repetitive tasks, debug workflows, and build small internal systems around whatever job function I’m doing. Basically you could drop me into a substantial amount of business admin roles where there is no expectation to code, and I can build vertical integrations for just myself, or glue pieces of a given tech stack together where the company tech stack falls short. For example, the 1% user threshold for 99% of people was 12000 turns for 2025. On Chat GPT alone I had 99k, putting me in the top .01% of users.
I’m somewhere more than vibe coding and less than a full blown software engineering. I can’t credibly sell myself as a developer, but I can usually reason my way through building targeted verticals if the problem is concrete enough. I know how to break the work down, ask the right questions, test outputs, troubleshoot, and iterate until the tool does what I need.
The type of role I’m looking for is not customer-facing and not a role where the whole office treats me as a shared resource. Ideally I answer to a small number of people, have clear expectations, and work against concrete KPIs.
For example, if the role is processing documents, reviewing files, managing records, cleaning data, generating reports, handling intake, or maintaining some operational queue, I can often build a system around that work. The ideal situation is a role where the baseline expectation is clear, and I can quietly use personal tooling, scripts, templates, LLM workflows, and process design to produce at a much higher level than the job technically requires.
I’m not looking for “challenge,” “passion,” “startup chaos,” or a role where I have to prove myself through constant meetings and stakeholder management. I’m looking for bounded back-office operations work where being unusually good at building personal leverage actually matters.
So my question is:
What job titles or industries should I be targeting where this kind of capability is valuable, but the entry gate is not “already have five years as a data analyst / software engineer / senior operations manager”?
I’m especially interested in roles that are:
internal-facing document/data/process heavy KPI or queue based low customer contact low meeting load operational rather than strategic friendly to automation and AI-assisted workflows realistic for someone with a business admin background whose actual tooling ability is ahead of their resume
I’m trying to find the right category of work where my resume gets me in the door, but my actual capability lets me outperform once I’m there.