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Biofuels Processing Technicians

Calculate, measure, load, mix, and process refined feedstock with additives in fermentation or reaction process vessels and monitor production process. Perform, and keep records of, plant maintenance, repairs, and safety inspections.

$62,470 a year (for the broader BLS group this job sits in).

now
21%

of the working time. Estimate.

Kinds of work
  • 23%
  • 0%
  • 77%
0%

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

Half the desk work within reach
Already

On the chosen pace and reliability. Estimate.

Share of the working time within reach, now to 2030

0%25%50%75%100%2027202820292030NowDesk work: 23% 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, 20%. Today's estimate: 21%.

0%10%20%30%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: 4% within reachGPT-5, August 2025: 7% within reachGemini 3 Pro, November 2025: 11% within reachClaude Opus 4.5, November 2025: 11% within reachGPT-5.2, December 2025: 13% within reachClaude Opus 4.6, February 2026: 13% within reachClaude Mythos Preview (early), April 2026: 20% within reachToday (estimate), September 2026: 21% 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 . 19 tasks from .

TaskKind
Preprocess feedstock in preparation for physical, chemical, or biological fuel production processes.Done daily by most who do it. 9%1.7 h38 min to 3.3 hStays with people
Operate chemical processing equipment for the production of biofuels.Done daily by most who do it. 9%1.3 h25 min to 2.5 hStays with people
Process refined feedstock with additives in fermentation or reaction process vessels.Done daily by most who do it. 9%1.3 h38 min to 2.5 hStays with people
Collect biofuels samples and perform routine laboratory tests or analyses to assess biofuels quality.Done several times a day by most who do it. 8%50 min25 min to 1.7 hStays with people
Monitor batch, continuous flow, or hybrid biofuels production processes.Done hourly or more by most who do it. 8%50 min25 min to 1.7 h99%Half by now
Operate valves, pumps, engines, or generators to control and adjust biofuels production.Done hourly or more by most who do it. 7%38 min13 min to 1.3 hStays with people
Operate equipment, such as a centrifuge, to extract biofuels products and secondary by-products or reusable fractions.Done hourly or more by most who do it. 6%50 min25 min to 1.7 hStays with people
Assess the quality of biofuels additives for reprocessing.Done daily by most who do it. 6%1.3 h25 min to 2.1 hStays with people
Coordinate raw product sourcing or collection.Done daily by most who do it.5%1.7 h25 min to 5 h51%Half by now
Inspect biofuels plant or processing equipment regularly, recording or reporting damage and mechanical problems.Done daily by most who do it. 4%50 min25 min to 1.7 hStays with people
Calculate, measure, load, or mix refined feedstock used in biofuels production.Done daily by most who do it. 4%50 min25 min to 1.7 hStays with people
Measure and monitor raw biofuels feedstock.Done daily by most who do it. 4%38 min17 min to 1.3 hStays with people

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.

Where this job works

The industry groups that employ the most of it (BLS, May 2025). Counts are for the broader BLS group this job sits in.

Where the most of these jobs are

The metro areas with the most people in it (BLS, May 2025). Counts are for the broader BLS group this job sits in.