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Full Time Crop Modeling Jobs (NOW HIRING)

Machine Learning Engineer

San Francisco, CA · On-site

$135K - $210K/yr

... crop health, disease, and more. We train edge vision AI models that analyze every plant and ... About the role: * Full-time, in-person role at our San Francisco or Seattle office. * Comprehensive ...

Machine Learning Engineer

Seattle, WA · On-site

$135K - $210K/yr

... crop with precision. Today, our technology is trusted by some of the largest farms in the nation ... About the role: * Full-time, in-person role at our San Francisco or Seattle office. * As an early ...

Machine Learning Engineer

Seattle, WA · On-site

$135K - $210K/yr

... crop health, disease, and more. We train edge vision AI models that analyze every plant and ... About the role: * Full-time, in-person role at our San Francisco or Seattle office. * Comprehensive ...

Sales Associate Ag Lending

Worthington, MN · On-site

$14 - $19/hr

Hybrid model - up to 50% work from home * Flexible schedules including ample flexibility in the ... The incumbent follows a comprehensive syllabus that includes modules on Sales, Crop Insurance ...

Sales Associate Ag Lending

Worthington, MN · Hybrid

$14 - $19/hr

Hybrid model - up to 50% work from home * Flexible schedules including ample flexibility in the ... The incumbent follows a comprehensive syllabus that includes modules on Sales, Crop Insurance ...

Associate Actuary Supervisor Employment Type: Full Time Job Requisition ID: 2026-575 Requisition ... profitability models for reinsurance decisioning in multi-peril crop insurance and livestock ...

Associate Actuary Supervisor Employment Type: Full Time Job Requisition ID: 2026-575 Requisition ... profitability models for reinsurance decisioning in multi-peril crop insurance and livestock ...

Associate Job Type: Full Time Nutrien is a leading provider of crop inputs and services, and our ... modeling, data management systems, etc. * Promote strategy and adoption by sales team through ...

This is a full-time 12-month, tenure-track position with 80% research and 20% teaching appointment ... Crop Physiology. This hire comes at a time when LSU AgCenter and LSU A&M are focusing on ...

Mid-Senior Level Job Type: Full Time Nutrien is a leading provider of crop inputs and services, and ... Model our core value of safety by enabling and leading a culture in which you are actively ...

This is a full-time 12-month, tenure-track position with 80% research and 20% teaching appointment ... Crop Physiology. This hire comes at a time when LSU AgCenter and LSU A&M are focusing on ...

Showing results 41-60

Full Time Crop Modeling information

See salary details

$48.5K

$63.8K

$73K

How much do full time crop modeling jobs pay per year?

As of Aug 23, 2026, the average yearly pay for full time crop modeling in the United States is $63,779.00, according to ZipRecruiter salary data. Most workers in this role earn between $60,000.00 and $68,500.00 per year, depending on experience, location, and employer.

What is a full time crop modeling job?

A Full Time Crop Modeling job involves using computer models and simulations to predict and analyze crop growth, yield, and responses to various environmental conditions. Professionals in this field often work with large datasets, remote sensing data, and climate models to help farmers and agricultural companies make informed decisions. These roles typically require knowledge of agronomy, data analysis, and programming. Full-time crop modelers may work in research institutions, government agencies, or private companies, contributing to sustainable agriculture and food security.

What key skills and qualifications are needed to excel as a full time crop modeler?

To thrive as a Full Time Crop Modeler, you need a strong background in agronomy, plant science, and statistical analysis, often supported by a degree in agriculture, environmental science, or a related field. Familiarity with crop modeling software (such as DSSAT or APSIM), GIS tools, and programming languages like Python or R is typically expected, along with experience in data analysis. Strong problem-solving skills, attention to detail, and effective communication are vital soft skills for interpreting results and collaborating with multidisciplinary teams. These abilities ensure accurate crop forecasts, support sustainable decision-making, and drive innovation in agricultural productivity.

What are some common challenges faced by professionals in full time crop modeling roles, and how can they be addressed?

Full-time crop modelers often encounter challenges such as integrating diverse data sources (e.g., weather, soil, and crop management data), keeping up with rapidly evolving modeling software, and ensuring the accuracy of model predictions. Effective communication with agronomists, data scientists, and field technicians is crucial to interpret results and refine models. Staying updated through professional development opportunities and collaborating within multidisciplinary teams can help address these challenges and lead to more robust modeling outcomes.

What is the difference between Full Time Crop Modeling vs Full Time Agricultural Data Analyst?

AspectFull Time Crop ModelingFull Time Agricultural Data Analyst
Required CredentialsBachelor's or higher in Agronomy, Agriculture, or related fields; knowledge of crop modelsBachelor's or higher in Data Science, Statistics, or Agriculture; proficiency in data analysis tools
Work EnvironmentResearch farms, labs, or offices focused on crop growth simulationOffice settings, data centers, or field sites analyzing agricultural data
Employer & Industry UsageAgri-tech companies, research institutions, government agenciesFarming operations, consulting firms, agri-tech companies

Full Time Crop Modeling focuses on developing and applying models to simulate crop growth, while Full Time Agricultural Data Analysts interpret agricultural data to inform decisions. Both roles require strong analytical skills and knowledge of agriculture, but differ in their primary focus—model development versus data analysis.

More about Full Time Crop Modeling jobs

What cities are hiring for Full Time Crop Modeling jobs?

Cities with the most Full Time Crop Modeling job openings:

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

The most popular types of Crop Modeling jobs are:

What states have the most Full Time Crop Modeling jobs?

States with the most job openings for Full Time Crop Modeling jobs include:

Infographic showing various Full Time Crop Modeling job openings in the United States as of August 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution, with an average salary of $63,779 per year, or $30.7 per hour.

Research Scientist and/or Postdoctoral Associate

DONALD DANFORTH PLANT SCIENCE CENTER

Saint Louis, MO

Full-time

Posted 3 days ago

New


Job description

The Donald Danforth Plant Science Center is launching a multi-lab research initiative to improve food and cover crops for global food security, agricultural sustainability, and innovation. To support this effort, we are recruiting multiple full time benefits eligible scientists to join laboratories across the Center. These positions span a shared portfolio of projects that incorporate gene editing, plant transformation, quantitative genetics, and analytical biochemistry. 

This is a single call for several openings at our independent, nonprofit research institute located in St. Louis. We encourage mission-motivated candidates with backgrounds in any of the skill areas described below to apply; applications will be matched to the laboratory and project that best fit each candidate's expertise and interests. Successful candidates will work in a highly collaborative, well-resourced environment with access to the Center's world-class core facilities, including the Plant Growth Facility, Plant Transformation Facility, the Advanced Bioimaging Laboratory, the Bioanalytical Chemistry Facility, the Data Science Core, the Phenotyping Facility, and the Danforth Field Research Site.

Responsibilities: 

  • Independently designs and conducts research, develops and presents reports based on research findings. 
  • Investigates the feasibility of applying a wide variety of scientific principles and theories to potential inventions and products. 
  • Maintains knowledge of state-of-the-art principles and theories.  
  • Assists PI in writing research reports, grants and proposals, and may serve as co-PI.  
  • Mentors graduate students and junior lab members on research techniques and protocols. 
  • Makes contributions to scientific publicationsand participates in conferences in their fields.  
  • Writes and assembles sections of patent applicationsand/or scientific papers of broad scope within and outside their immediate area of expertise.  

Required knowledge, skills, and abilities:   

  • Demonstrated ability to design, execute, and direct independent research
  • Strong analytical and problem-solving skills; capable of handling complex and multidisciplinary datasets  
  • Excellent written and verbal communication skills for publications, proposals, and team leadership  
  • Experience mentoring students or junior staff in research settings
  • Track record of scholarly publications and contributions to the scientific community  
  • Understanding of intellectual property, scientific publishing, and research grant processes  
  • Capacity to think creatively and strategically about new research directions
  • Collaborative spirit and the ability to engage with cross-functional and cross-disciplinary teams  
  • Live the Danforth Center values: Collaboration, Diversity & Inclusion, Innovation, Integrity & Respect, Environmental Sustainability, and Stewardship 

Who we're looking for 

We are hiring across a range of participating laboratories and research areas. Depending on the position, projects address challenges such as increasing yield and nutritional quality in cassava, sorghum, cowpea, and maize; engineering disease and drought resilience; developing cover crops and perennial grains for regenerative agriculture; advancing plant transformation and gene-editing platforms.  

Gene editing and molecular biology 

  • CRISPR/Cas design and multiplexed editing in crop species, construct assembly, and molecular characterization of edited and transgenic lines. 
  • Plant transformation, tissue culture, and regeneration, including work with recalcitrant genotypes and morphogenic regulator systems. 
  • Trait engineering through overexpression, targeted knockout, and gene stacking (e.g., disease resistance, biofortification). 

Genomics, computational biology, and AI 

  • Quantitative and population genetics, GWAS, genomic and phenomic prediction, and pangenome-enabled analyses. 
  • Machine learning and computer vision applied to image, genomic, environmental, and process data — including predictive models for transformation efficiency and decision-support tools. 
  • Bioinformatics and data integration across multimodal datasets, with strong programming skills (e.g., Python, R) and reproducible workflows. 

Plant Biology, physiology, biochemistry, soil science, and microbiology 

  • In-field high-throughput phenotyping to evaluate developmental timing and trajectories, reproductive and vegetative yield, below-ground architecture and root anatomy, and senescence dynamics. 
  • Analytical characterization of grain and root quality — protein digestibility, amino acid profiling, mineral and phytate content, and processing effects. 
  • Plant–microbe interactions, including plant-virus interactions, arbuscular mycorrhizal fungi, nitrogen-fixing bacteria, and engineered microbial consortia for soil health. 
  • Crop physiology related to regenerative agriculture systems, nutrient-use efficiency, water-use efficiency, drought and heat resilience, and stress tolerance. 
  • Plant–soil interface dynamics, including the characterization of soil structure, chemical composition, and gas flux profiles within diverse cash and cover crop systems. 

Qualifications 

  • A PhD in plant biology, molecular biology, genetics, plant breeding, physiology, biochemistry, computational biology, agricultural engineering, agroecology, or a closely related field.  
  • A record of scientific productivity, including peer-reviewed publications.  
  • Specific requirements vary by laboratory; relevant hands-on experience in one or more of the skill areas above is expected for each position. 

How to apply 

Submit a cover letter (clearly indicating your areas of expertise and any project areas of particular interest), a curriculum vitae, and contact information for three references through the Danforth Center careers portal at danforthcenter.org/careers. Applications will be reviewed on a rolling basis until all positions are filled.