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Crop Modeling Jobs in California (NOW HIRING)

InnerPlant

Agronomic Modeler (Corn)

Davis, CA · On-site

$125K - $175K/yr

We give crops a voice by turning plants into living sensors that signal the onset of stress ... You will have experience and deep knowledge of modeling in an ecological or biophysical context ...

InnerPlant

Agronomic Modeler (Corn)

Davis, CA · On-site

$125K - $175K/yr

We give crops a voice by turning plants into living sensors that signal the onset of stress ... You will have experience and deep knowledge of modeling in an ecological or biophysical context ...

InnerPlant

Agronomic Modeler (Corn)

Davis, CA · On-site

$125K - $175K/yr

We give crops a voice by turning plants into living sensors that signal the onset of stress ... You will have experience and deep knowledge of modeling in an ecological or biophysical context ...

Western Weather Group

Ag Solutions Advisor

Chico, CA · On-site

$90 - $130/hr

This role is responsible for growing WWG's presence among growers of high‑value crops by building ... modeling. * Prospect new clients through referrals, association contacts, direct outreach, and ...

Western Weather Group

Ag Sales

Chico, CA · On-site

This role is responsible for growing WWG's presence among growers of high-value crops by building ... modeling. * Prospect new clients through referrals, association contacts, direct outreach, and ...

Orchard Robotics

Sales Operations Engineer

San Francisco, CA · On-site

$81K - $110K/yr

... crop health, disease, and more. We train edge vision AI models that analyze every plant and determine exactly what interventions and treatments it needs. That intelligence flows into FruitScope OS ...

Orchard Robotics

Sales Operations Engineer

San Francisco, CA · On-site

$81K - $110K/yr

... crop health, disease, and more. We train edge vision AI models that analyze every plant and determine exactly what interventions and treatments it needs. That intelligence flows into FruitScope OS ...

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Crop Modeling information

What is crop modeling?

A Crop Modeling job involves developing and using computer-based models to simulate plant growth, yield, and environmental interactions. Professionals in this field analyze data related to weather, soil, and crop management to predict agricultural outcomes and optimize farming practices. They work closely with agronomists, researchers, and policymakers to improve food production efficiency and sustainability. This role typically requires expertise in agronomy, data science, and programming.

What does a crop modeler do?

Professionals in Crop Modeling typically spend their days designing and running simulations, analyzing data from field trials or remote sensing, and refining models to predict crop growth under various environmental conditions. Collaborating with agronomists, data scientists, and farmers is common to ensure models reflect real-world variables and are practical for field application. Additionally, they may present findings through reports or presentations, participate in multidisciplinary research projects, and stay updated on advancements in agricultural technology. This variety ensures each day offers unique challenges and opportunities to impact agricultural outcomes.

What are the key skills and qualifications needed to thrive in crop modeling?

To thrive in Crop Modeling, you need a solid background in agricultural science, data analysis, and mathematical modeling, often requiring an advanced degree in agronomy, environmental science, or a related field. Familiarity with crop simulation software (like DSSAT or APSIM), programming languages such as Python or R, and GIS tools is commonly expected. Strong problem-solving skills, attention to detail, and effective collaboration are key soft skills that enhance performance in this role. These skills are crucial for developing reliable models that inform decision-making in agriculture and support sustainable crop management practices.

What are the most commonly searched types of Crop Modeling jobs in California?

The most popular types of Crop Modeling jobs in California are:

What are popular job titles related to Crop Modeling jobs in California?

For Crop Modeling jobs in California, the most frequently searched job titles are:

What job categories do people searching Crop Modeling jobs in California look for?

The top searched job categories for Crop Modeling jobs in California are:

Crop Modeling jobs near you
Infographic showing various Crop Modeling job openings in California as of August 2026, with employment types broken down into 80% Full Time, and 20% Part Time. Highlights an 100% In-person job distribution.

Agronomic Modeler (Corn)

InnerPlant

Davis, CA • On-site

$125K - $175K/yr

Full-time

Posted 12 days ago

Job description

About Us
InnerPlant is on a mission to transform farming as never before imagined: We give crops a voice by turning plants into living sensors that signal the onset of stress, enabling farmers to increase yields and reduce costs by optimizing inputs.
We are seeking an Agronomic Modeler to refine and continuously improve the corn disease and pest models behind our commercial product, CropVoice. The CropVoice platform translates signals from our living sensors to pinpoint stress well before visible symptoms, giving farmers and agronomists critical and timely insights and removing the guesswork behind key in-season decisions.
Requirements
Your Role
As an Agronomic Modeler, you will be accountable for refining the models behind CropVoice's corn recommendations and for making those models accurate, explainable, and reliable for the company, as well as farmers across the Corn Belt. You will work collaboratively with the InnerPlant team to improve our models and explain resulting data and recommendations clearly. To achieve success in the role, you will:
  • Build and maintain statistical and mechanistic models for corn disease and insect pressure, including tar spot, gray leaf spot, southern rust, and key lepidopteran pests.
  • Create and assess the performance of statistical and machine learning models for corn disease risk and spray timing, validating against field observations from our Midwest research network and our plants.
  • Connect model output with InnerPlant's fluorescence detections, weather, and corn phenology to produce field- and zone-level recommendations.
  • Collaborate with other team members to build pipelines for data input and model output.
What Makes You Stand Out
The successful candidate will be a self-starter with a drive for continuous improvement and who works collaboratively and transparently with the team. You will have experience and deep knowledge of modeling in an ecological or biophysical context, including statistical modeling, machine learning, and geostatistics. In particular, you will:
  • Relentlessly strive to improve our models, with a focus on improving the accuracy and reliability of models for corn disease and pests.
  • Expertly navigate the relevant technical literature with a view to support modeling capabilities and product needs.
  • Effectively communicate (verbally and in writing) to present your work and relay underlying technical concepts to non-engineers, including agronomists and growers.

Your Qualifications
  • Bachelor's or Master's degree in a STEM field, PhD preferred.
  • At least 3 years of experience building and deploying relevant models, ideally in industry and/or in a customer-facing context.
  • Knowledge of corn agronomy and corn disease modeling, e.g hybrid disease susceptibility, residue and rotation effects, canopy microclimate, and fungicide modes of action and application windows, is preferred.
  • Software Knowledge: Python, the Python scientific stack, and experience with common development tools and services, such as version control software, package managers,CI/CD pipelines and cloud infrastructure.

Benefits
The US base salary range for this position is $125,000 - $175,000 + benefits. Within the range, individual pay is determined by factors including job-related skills, experience, and relevant education or training. We offer insurance benefits and flexible time off.
InnerPlant provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws. This policy applies to all terms and conditions of employment, including recruiting, hiring, placement, promotion, termination, layoff, recall, transfer, leaves of absence, compensation and training.
InnerPlant provides an amazing opportunity to work on some of the hardest problems facing humanity and help design the agricultural systems of the future. We're backed by John Deere, large farmers, and veteran venture capitalists.
WE GIVE CROPS A VOICE
www.innerplant.com

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