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Biofuels Production Managers

Manage biofuels production and plant operations. Collect and process information on plant production and performance, diagnose problems, and design corrective procedures.

$126,060 a year (for the broader BLS group this job sits in).

now
19%

of the working time. Estimate.

Kinds of work
  • 57%
  • 4%
  • 38%
1%

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

Half the desk work within reach
June 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: 57% 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, 15%. Today's estimate: 19%.

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: 1% within reachGPT-5, August 2025: 2% within reachGemini 3 Pro, November 2025: 4% within reachClaude Opus 4.5, November 2025: 4% within reachGPT-5.2, December 2025: 5% within reachClaude Opus 4.6, February 2026: 6% within reachClaude Mythos Preview (early), April 2026: 15% within reachToday (estimate), September 2026: 19% 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 . 14 tasks from .

TaskKind
Manage operations at biofuels power generation facilities, including production, shipping, maintenance, or quality assurance activities.Done several times a day by most who do it. 21%5 h1.7 h to 1.7 work daysStays with people
Prepare and manage biofuels plant or unit budgets.Done more than weekly by most who do it. 17%2.1 work days6.7 h to 4.2 work days0%Half by Jan 2028
Conduct cost, material, and efficiency studies for biofuels production plants or operations.Done more than monthly by most who do it. 15%2.1 work days6.7 h to 4.2 work days0%Half by Jan 2028
Supervise production employees in the manufacturing of biofuels, such as biodiesel or ethanol.Done daily by most who do it. 11%1.7 h25 min to 6.7 hStays with people
Monitor meters, flow gauges, or other real-time data to ensure proper operation of biofuels production equipment, implementing corrective measures as needed.Done several times a day by most who do it. 7%50 min17 min to 2.5 h87%Half by now
Review logs, datasheets, or reports to ensure adequate production levels or to identify abnormalities with biofuels production equipment or processes.Done daily by most who do it. 5%1.3 h25 min to 3.3 h77%Half by now
Provide direction to employees to ensure compliance with biofuels plant safety, environmental, or operational standards and regulations.Done daily by most who do it. 5%1.3 h25 min to 3.3 h77%Half by now
Provide training to subordinate or new employees to improve biofuels plant safety or increase the production of biofuels.Done more than monthly by most who do it. 5%2.5 h50 min to 6.7 h46%Half by Oct 2026
Confer with technical and supervisory personnel to report or resolve conditions affecting biofuels plant safety, operational efficiency, and product quality.Done daily by most who do it. 4%1.7 h25 min to 4.2 hStays with people
Approve proposals for the acquisition, replacement, or repair of biofuels processing equipment or the implementation of new production processes.Done more than monthly by most who do it. 2%2.5 h50 min to 1 work day40%Half by Dec 2026
Adjust temperature, pressure, vacuum, level, flow rate, or transfer of biofuels to maintain processes at required levels.Done daily by most who do it. 2%25 min8 min to 1.7 h92%Half by now
Monitor transportation and storage of flammable or other potentially dangerous feedstocks or products to ensure adherence to safety guidelines.Done daily by most who do it. 2%1.3 h25 min to 3.3 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.