Start with a decision
Frame the study around a real team decision; a vague request for insights produces vague evidence.
Research quality depends on matching a method to a decision, recruiting appropriate participants and being honest about what the evidence cannot prove.
The best researchers make findings vivid enough to move a team without exaggerating a small study into certainty.
What the work demands
Interviewing91
Study design89
Synthesis86
Communication84
Ethical practice82
Quantitative literacy66
Interviewing
Eliciting experience without leading participants.
Study design
Choosing methods that answer the real decision question.
Synthesis
Turning messy observation into defensible patterns.
Communication
Making evidence usable for busy product teams.
Ethical practice
Protecting consent, privacy and vulnerable participants.
Quantitative literacy
Reading metrics and survey evidence without false precision.
A day in the life
- 0–8
Off duty
Most researchers work standard product-team schedules.
- 8–9
Plan and prepare
Review questions, consent, prototype and participant context.
- 9–12
Research sessions
Moderate interviews or usability tests and take structured notes.
- 12–13
Break and debrief
Record immediate observations before memory hardens into assumption.
- 13–17
Synthesis and collaboration
Analyze evidence, meet product partners and prepare findings.
- 17–24
Documentation and rest
Secure notes, update the repository and leave space for recovery.
The know-how
Craft knowledge practitioners actually pass on — not motivation.
Ask for a recent example
Concrete past behavior is usually more reliable than a hypothetical opinion about the future.
Do not teach during a test
If a participant is confused, note it; rescuing them hides the product problem.
Separate observation from interpretation
Record what happened before explaining why, so a compelling theory does not overwrite evidence.
Triangulate important claims
Use more than one source or method before making a high-stakes recommendation.
Show the evidence, not only the conclusion
A short clip or exact quote lets stakeholders judge the finding's texture and limits.
Tools of the trade
Prototype platform
Figma and similar tools let teams test a design before engineering builds it.
Video research platform
Remote-session tools support recording, consent and observation.
Research repository
Systems such as Dovetail organize notes, clips, tags and prior evidence.
Survey and analytics tools
Quantitative tools complement, but do not replace, direct observation.
Consent and recruiting system
Secure participant management protects privacy and compensation records.
How people fail at it
Leading questions
A question that implies the desired answer creates agreement rather than usable evidence.
Convenience samples
Testing only colleagues or enthusiasts can conceal the needs of actual target users.
Overclaiming small studies
Five sessions can reveal serious problems but cannot justify population percentages.
Similar professions
Closest neighbours on the six-score profile — not the same field only.
🧪
Chemist
The scientist who makes and measures matter itself — from Tapputi's Babylonian perfume still to today's robot laboratories, still the one who decides what the spectrum means.
AI-resistant 70 🌉Civil Engineer
The profession that turns rivers, rock and gravity into bridges, roads and clean water — civilization's quiet load-bearing trade since Imhotep.
AI-resistant 72 🧬Genetic Counselor
Helps people understand inherited conditions, testing choices and results, combining genomic science with non-directive, compassionate counseling.
AI-resistant 72 🌿Sustainability Manager
Leads the strategy, measurement and reporting that helps organizations reduce environmental and social harm while meeting business obligations.
AI-resistant 66 🗺️Product Manager
Decides what a company should build next, and why — turning customer needs, business goals and engineering limits into one shared plan nobody else fully owns.
AI-resistant 50 🎮Game Designer
The architect of play — the person who decides what a game asks of its players, from Senet's ancient board to Tetris and today's three-billion-player industry.
AI-resistant 65Continue exploring
Keep exploring
More in Arts & Creation
🏗️
Architect
Designs buildings that must stand, meet code, please a client and cost the right amount — then carries legal responsibility if they don't.
AI-resistant 78 🎬Film Director
Turns a screenplay into a finished film by deciding every shot, performance and cut, then persuades a producer, a studio and an audience the vision was worth the budget.
AI-resistant 73 ✍️Novelist
The maker of book-length fiction, from Murasaki Shikibu's Heian court to the Kindle's self-publishing flood — a trade with no license, no ladder and no retirement age.
AI-resistant 62 🎻Musician
Spends years mastering an instrument or voice, then earns a living from performances, recordings and teaching in a market streaming has broadened but paid less for.
AI-resistant 60 🖌️Painter
The oldest image-making trade on record — from 45,000-year-old cave walls to the contemporary studio, still practiced one brushstroke at a time.
AI-resistant 74 🎮Game Designer
The architect of play — the person who decides what a game asks of its players, from Senet's ancient board to Tetris and today's three-billion-player industry.
AI-resistant 65