LLM researcher resume example
A person in this job designs and trains large language models, the technology behind chat assistants. Below: an example to start from, and what 136 open postings for this work ask for today.
Alex Example
LLM researcher
City, Country · [email protected]
Summary
LLM researcher with five years of experience in AI and machine learning. Strongest in model training, evaluation and model serving.
Skills
model training, evaluation, model serving
Experience
LLM researcher, Example Company 2022 – now
- Trained a ranking model in PyTorch that raised click-through on search results from 21% to 27% in an A/B test
- Cut training cost by 38% with mixed precision and smaller batches
- Built an evaluation set of 4,000 labelled examples; regressions are now caught before release
LLM researcher, Another Example Ltd 2020 – 2022
- Put the model behind an API that answers 900 requests a second in 60 ms
Education
Bachelor’s degree, Example University 2016 – 2020
Example. The person, the employers and the numbers are invented; replace them with yours.
What employers ask for
Postings for this work rarely name tools. They describe duties, so show results in the same words the posting uses for its duties.
Titles employers use
Research Scientist, Robot Foundation Models; Research Engineer - Pre-training; Member of Technical Staff, Pretraining; Robotics Foundation Models Engineer (Mensch); Member of Technical Staff, Foundation Models; LLM Applied Data Scientist (RAG/ NLP).
Make it yours
- Keep the form, change every fact. A verb first, what changed, one number.
- Use the posting’s words. The match checker shows which of them your resume lacks.
- Put the strongest result first. The resume review tells you what a first read finds.
How to write an LLM researcher resume
- One column, standard headings. Summary, Skills, Experience, Education: screening software reads these in order; tables, icons and two columns can come out scrambled.
- Every line: action, tool, result. “Built a churn dashboard in Tableau from SQL data; weekly reporting went from two days to one hour.” A verb first, the tool the posting names, one number.
- Send it as a PDF unless the form asks for Word. Name the file with your name and the role.
Check it before you send: the resume checker and the match against a posting.
Questions about an LLM researcher resume
- Which skills should an LLM researcher resume list?
- What the work consists of: model training, evaluation, model serving. Postings for this work describe duties more than tools, so use the posting’s own words for each duty and put a result next to it.
- How long should it be?
- One page for up to ten years of experience, two at most. The first third of the first page decides whether the rest is read.
- Is this example a real person?
- No. The name, the employers and the numbers are invented to show the form: a verb first, one result, one number. Replace every line with your own.
- How do I write an LLM researcher resume with no experience?
- Put projects, an internship, volunteer or part-time work where the jobs would go, each with what you did and one number, and the skills the postings ask for near the top.
- Is an LLM researcher a high salary?
- Today’s LLM researcher postings that state a yearly range advertise a median of $275K. Most employers here are technology companies, so this runs above the wider market.
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