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Market Research Analysts and Marketing Specialists

Research conditions in local, regional, national, or online markets. Gather information to determine potential sales of a product or service, or plan a marketing or advertising campaign. May gather information on competitors, prices, sales, and methods of marketing and distribution. May employ search marketing tactics, analyze web metrics, and develop recommendations to increase search engine ranking and visibility to target markets.

899,580 people do this job in the US. $78,760 a year.

now
8%

of the working time. Estimate.

Kinds of work
  • 98%
  • 2%
  • 0%
65%

Measured, from Anthropic's usage data (2025). Counts help on part of a task.

Half the desk work within reach
October 2027

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 98% of the time
Chosen to Ceiling: the share
DateNow
NowEnd of 2030

What each choice means: , , , , . Every pace starts from .

At this date and pace, models finish tasks up to 4.4 h long four times in five.

How far this has come

With GPT-4, measured in March 2023, 0% of this job's working time was within reach at . With Claude 3.7 Sonnet, measured in February 2025, 0%. With Claude Mythos Preview (early), measured in April 2026, 4%. Today's estimate: 8%.

0%5%10%2023202420252026GPT-4, March 2023: 0% within reachGPT-4 Turbo (Nov 2023), November 2023: 0% within reachGPT-4o, May 2024: 0% within reachClaude 3.5 Sonnet (June 2024), June 2024: 0% within reacho1-preview, September 2024: 0% within reachClaude 3.5 Sonnet (Oct 2024), October 2024: 0% within reacho1, December 2024: 0% within reachClaude 3.7 Sonnet, February 2025: 0% within reacho3, April 2025: 0% within reachGPT-5, August 2025: 0% within reachGemini 3 Pro, November 2025: 0% within reachClaude Opus 4.5, November 2025: 0% within reachGPT-5.2, December 2025: 1% within reachClaude Opus 4.6, February 2026: 1% within reachClaude Mythos Preview (early), April 2026: 4% within reachToday (estimate), September 2026: 8% within reach
Each step is a new best model measured by METR, four in five; the dashed end is today's estimate. Point at a dot for the model.

A backcast: today's task data with the best model METR had measured by each date. It shows how fast the models have moved, not what anyone forecast at the time.

The tasks

Sorted by . 13 tasks from .

TaskKind
Collect and analyze data on customer demographics, preferences, needs, and buying habits to identify potential markets and factors affecting product demand.Done more than yearly by most who do it. AI observed on this task.31%1.7 work days3.3 h to 4.2 work days2%Half by Feb 2028
Conduct research on consumer opinions and marketing strategies, collaborating with marketing professionals, statisticians, pollsters, and other professionals.Done more than yearly by most who do it. AI observed on this task.13%1.3 work days3.3 h to 3.1 work days3%Half by Oct 2027
Gather data on competitors and analyze their prices, sales, and method of marketing and distribution.Done more than yearly by most who do it. AI observed on this task.12%1 work day2.5 h to 2.6 work days6%Half by Sep 2027
Devise and evaluate methods and procedures for collecting data, such as surveys, opinion polls, or questionnaires, or arrange to obtain existing data.Done more than monthly by most who do it. AI observed on this task.10%1 work day2.5 h to 3.1 work days5%Half by Oct 2027
Prepare reports of findings, illustrating data graphically and translating complex findings into written text.Done more than monthly by most who do it. AI observed on this task.7%6.7 h3.3 h to 2.1 work days10%Half by May 2027
Seek and provide information to help companies determine their position in the marketplace.Done more than yearly by most who do it. AI observed on this task.6%3.3 h50 min to 1 work day28%Half by Feb 2027
Forecast and track marketing and sales trends, analyzing collected data.Done more than yearly by most who do it. AI observed on this task.5%1 work day2.5 h to 3.1 work days5%Half by Oct 2027
Measure the effectiveness of marketing, advertising, and communications programs and strategies.Done yearly or less by most who do it. AI observed on this task.4%1.3 work days3.3 h to 3.8 work days4%Half by Nov 2027
Monitor industry statistics and follow trends in trade literature.Done more than yearly by most who do it. 4%1.7 h25 min to 5 h51%Half by now
Measure and assess customer and employee satisfaction.Done more than yearly by most who do it. 4%6.7 h2.5 h to 2.1 work days10%Half by Jun 2027
Direct trained survey interviewers.Done more than yearly by most who do it. 2%3.3 h50 min to 6.7 hStays with people
Develop and implement procedures for identifying advertising needs.Done more than monthly by most who do it.1%6.7 h2.5 h to 2.5 work days9%Half by Jul 2027

Within reach, per task: the share of the task's time whose instances are short enough for a model to finish at the chosen date, pace and reliability. Half by: the date half of that time comes within reach.

Jobs that share skills with this one

From O*NET's related occupations. Within reach now and by the end of 2028, long-run pace, four in five.