Occupation intelligence

crop production worker

Snapshot

Are you interested in a hands-on career contributing to food production? As a crop production worker, you’ll play a vital role in cultivating and harvesting the crops that feed communities, working directly with plants and agricultural equipment.

Summary

Crop production workers are essential members of agricultural teams, assisting in all stages of crop cultivation. Your days will involve a variety of tasks, from preparing soil and planting seeds to monitoring plant health, applying treatments, and ultimately harvesting the crops. This role requires physical stamina, attention to detail, and a willingness to work outdoors in varying weather conditions. You'll often work alongside experienced farmers and agricultural specialists, learning valuable skills and contributing to a vital industry.

Key responsibilities
  • • Preparing soil for planting, including tilling, fertilizing, and irrigating.
  • • Planting seeds or seedlings by hand or using machinery.
  • • Monitoring crop health and identifying/addressing issues like pests, diseases, and nutrient deficiencies.
78%
Resilience Score

Are you interested in a hands-on career contributing to food production? As a crop production worker, you’ll play a vital role in cultivating and harvesting the crops that feed communities, working directly with plants and agricultural equipment.

Agriculture Primary education 24% AI exposure
Start Career DNA assessment
Quick fit check

Could crop production worker fit you?

Answer three quick questions. This is not a full assessment — it is a teaser to help you decide whether to compare your profile.

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Do you enjoy tasks that require Dependability?

Do you enjoy tasks that require Integrity?

Do you enjoy tasks that require Achievement/Effort?

NexFuture

Future Outlook for crop production worker

The outlook for crop production worker is exceptionally stable. While AI tools will assist with daily tasks, the core of this role relies on human judgment, resulting in a high resilience score of 78.4%.

How are these scores calculated?

The Resilience Score (0–100) estimates how structurally protected this occupation is from automation and AI disruption, based on task-level analysis. Higher scores mean more human-judgment-intensive tasks. AI Exposure shows the estimated percentage of task hours that current AI capabilities could affect. These are model-derived structural indicators, not predictions about individual job security.

Play the future

How could crop production worker change as AI adoption grows?

Human judgement, trust, and context remain strong protectors for this role.

Significant task-level transformation is estimated in 19 years (around 2045) under the selected Expected Pace scenario.
78%
Resilience
Automation Risk
EXP32%
Human advantage
MOAT75%
2026
2036
2050
AI Adoption Speed:

How AI may change this role

Deterministic, model-based interpretation of current role signals — not a guarantee of replacement.

Human-owned 78% Human-owned
What still depends on people

This role remains strongly human-led where cultivate crops for biomass depends on trust, nuance, and real-world judgement.

The Human Edge To stay ahead in this role, focus on agroforestry and aeroponics. These human-centric skills are the hardest for AI to replicate in the next 20 years.
Assist 53% Assist
Where AI may become a co-pilot

AI is more likely to assist supporting tasks such as drive agricultural machines, documentation, search, and workflow coordination.

Automate 24% Automate
Tasks most exposed to automation

Automation pressure appears selective rather than broad, with the strongest signal currently coming from Cognitive software.

Detailed Analysis

Vital Signs, AI Vectors & Megatrends

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Vital Signs

AI Exposure Vectors

0-100%
Cognitive Software 53.4%

Exposure to workflow automation, decision-support software, and process digitisation

Generative AI 31.3%

Exposure to content generation, creative augmentation, and large language model tools

AI / Machine Learning 7.6%

Exposure to AI-assisted analysis, pattern recognition, and predictive modelling tasks

Robotic & Physical Automation 2%

Exposure to physical automation, robotics, and sensor-driven task displacement

Megatrend Signals

0-100%
Spatial Change 17%
Regulatory Pressure 11%
Demographic Shift 9%
Green Transition 0%
Digital Transformation 0%
Geopolitical Change 0%

Model-derived scores. Indicates structural exposure to megatrends, not direct demand.

Technical Details
Methodology: NexFuture v2.0 Sources: O*NET 30.0, ESCO v1.2.0 Updated: May 2026

NexFuture™ v2.0 combines O*NET ability and activity profiles with ESCO skill group distributions and six global megatrend signals. Scores are probabilistic estimates, not guarantees. See the NexFuture™ Methodology White Paper for full details.

Day in the life

What people in this role usually do

Agriculture

Day in the life

A typical day as a crop production worker

09
09:00 · Morning
cultivate crops for biomass
Carry out the cultivation of crops for bio-mass, process of crops for bio-mass.
10
10:30 · Mid-morning
drive agricultural machines
Drive tractors, forklifts and other vehicles to transport crops as well as to deliver high torque at low speeds. Move equipment in fields and around buildings, making the appropriate adjustments and maneuvers.
12
12:00 · Midday
execute disease and pest control activities
Execute disease and pest control activities using conventional or biological methods taking into account the climate, plant or crop type, health and safety and environmental regulations. Store and handle pesticides in accordance with recomandation and legislation.
14
14:00 · Afternoon
execute fertilisation
Carry out fertilisation tasks by hand or using appropriate equipment according to fertilisation instructions taking into account the environmental, health and safety regulations and procedures.
15
15:30 · Late afternoon
grow plants
Carry out plant growing activities. Carry out grow control considering the required terms and conditions for specific plant type.
17
17:00 · Wrap-up
harvest crop
Mow, pick or cut agricultural crop products manually or using appropriate tools and machinery. Taking into account the relevant quality criteria of products, hygiene prescriptions and using the appropriate methods.

Task order is illustrative. Individual days vary.

Software & Technologies & Knowledge areas
Software & Technologies
Bookkeeping softwareE-VerifyFacebookFinancial accounting softwareIntuit QuickBooksMicrosoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft SharePointMicrosoft WordSAP softwareWeb browser software
Knowledge areas
  • agroforestry

    The application of land management systems and technologies that integrate trees and other woody perennials with traditional cropland farming in order to sustain agricultural production while ensuring the protection of the natural environment.

  • aeroponics

    The cultivation of plants without the use of an aggregate medium such as soil. The roots of plants are directly exposed to the surrounding air or mist and irrigated with nutrient solutions.

  • agroecology

    The study and application of ecological and agronomic concepts and principles to agricultural production systems.

  • conservation agriculture

    The techniques, methods and principles that promote a sustainable use of land and soil in crop production. It is based on the three principles of permanent soil cover, minimum soil disturbance, and diversification of plant species.

  • crop production principles

    Principles in growing crops, the natural cycle, nursing of nature, growth conditions and principles of organic and sustainable production. Quality criterias and requirements of seeds, plants and crop.

  • hydroponics

    The cultivation of plants without the use of soil, by applying mineral nutrient solutions.

Essential skills
cultivating land and crops
  • cultivate crops for biomass

    Carry out the cultivation of crops for bio-mass, process of crops for bio-mass.

  • monitor fields

    Monitor orchards, fields and production areas to forecast when crops will be fully grown. Estimate how much damage the weather may cause to crops.

  • grow plants

    Carry out plant growing activities. Carry out grow control considering the required terms and conditions for specific plant type.

  • prepare planting area

    Prepare planting area and soil for planting by for example fertilising, mulching by hand or using mechanical tools or machinery. Prepare seeds and plants for sowing and planting by ensuring the quality of seed and plants. Sow and plant by hand, using mechanical tools or machinery and in accordance with national legislation.

  • manage crop rotation

    Plan and perform crop rotation and other crop management techniques such us rotation by plant family or by nutrients requirements, to optimitise soil nutrients, improve its fertility, prevent erosion as well as to combat weed and pest pressure.

operating agricultural or forestry equipment
  • operate agricultural machinery

    Operate motorised agricultural equipment including tractors, balers, sprayers, ploughs, mowers, combines, earthmoving equipment, trucks, and irrigation equipment.

  • prepare equipment for harvest

    Prepare the equipment for harvest. Supervise the smooth running of high pressure cleaning equipment, heating or air conditioning and the temperature of premises. Carry out the smooth running of tractors and other vehicles.

  • execute fertilisation

    Carry out fertilisation tasks by hand or using appropriate equipment according to fertilisation instructions taking into account the environmental, health and safety regulations and procedures.

  • drive agricultural machines

    Drive tractors, forklifts and other vehicles to transport crops as well as to deliver high torque at low speeds. Move equipment in fields and around buildings, making the appropriate adjustments and maneuvers.

planting, pruning and harvesting trees, crops and other plants
  • harvest crop

    Mow, pick or cut agricultural crop products manually or using appropriate tools and machinery. Taking into account the relevant quality criteria of products, hygiene prescriptions and using the appropriate methods.

  • propagate plants

    Carry out propagation activities by appling appropriate propagation methods such as grafted cutting propagation or generative propagation considering the plant type. Carry out propagation control considering the required terms and conditions for specific plant type.

storing goods and materials
  • store crops

    Store and preserve crops in accordance with standards and regulations to ensure their quality. Ensure that storage facilities are kept according to hyginic standards, regulating temperature, heating and air conditioning of storage facilities.

  • store products

    Keep products in a safe place in order to maintain their quality. Ensure the stock facilities meet hygiene standards, regulating temperature, heating and air conditioning of storage facilities.

cleaning interior and exterior of buildings
  • maintain storage facilities

    Maintain or ensure the maintenance of cleaning equipment, heating or air conditioning of storage facilities and the temperature of premises.

complying with environmental protection laws and standards
  • execute disease and pest control activities

    Execute disease and pest control activities using conventional or biological methods taking into account the climate, plant or crop type, health and safety and environmental regulations. Store and handle pesticides in accordance with recomandation and legislation.

Skill DNA

Skill DNA

Work personality traits and values that define this role

Key traits you need
Dependability Integrity Achievement/Effort Cooperation Initiative Persistence Concern for Others Leadership Attention to Detail Self-Control Social Orientation Stress Tolerance Adaptability/Flexibility Independence Analytical Thinking Innovation
Key rewards you can expect
AchievementWorking Condit…RecognitionRelationshipsSupportIndependence
Career progression

Growth Pathways & Similar Roles

Explore typical career progression paths, adjacent skills, and similar roles to plan your next transition.

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Common questions

Frequently asked questions

What kind of physical demands are involved in being a crop production worker?
This role is physically demanding. Expect to spend considerable time standing, bending, lifting, and working outdoors in all weather conditions. Stamina and the ability to perform repetitive tasks are important.
Do I need prior farming experience to become a crop production worker?
While prior experience is beneficial, it's not always required. Many employers are willing to train individuals with a strong work ethic and a willingness to learn. On-the-job training is common.
What are some of the work styles and values that are important for success in this role?
Successful crop production workers are detail-oriented (1.C.1.a), conscientious (1.C.1.c), focused on accuracy (1.C.3.a), adaptable (1.C.5.a), and able to work systematically (1.C.5.c). They also value responsibility (1.B.2.a), security (1.B.2.c), achievement (1.B.2.d), and practical results (1.B.2.f).