7 дней назад
Agronomic Modeler (Corn)
125 000 - 175 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Agronomic Modeler (Corn) (statistical modeling and machine learning): Building and refining corn disease, pest, and spray-timing models for the CropVoice agricultural sensing platform with an accent on statistical, mechanistic, machine learning, and geospatial modeling. Focus on validating model performance against field observations, integrating fluorescence detections with weather and corn phenology, and producing explainable field- and zone-level recommendations.
Location: Davis, CA, USA
Salary: $125,000–$175,000 per year plus benefits
Company
InnerPlant develops living plant sensors and the CropVoice platform to detect crop stress early and help farmers optimize in-season decisions.
What you will do
- Build and maintain statistical and mechanistic models for corn diseases and insect pressure, including tar spot, gray leaf spot, southern rust, and lepidopteran pests.
- Create and evaluate statistical and machine learning models for corn disease risk and spray timing.
- Validate model performance against field observations from a Midwest research network and plant-based sensor data.
- Connect model outputs with fluorescence detections, weather data, and corn phenology to generate field- and zone-level recommendations.
- Collaborate on data-input and model-output pipelines.
- Explain model results and technical concepts clearly to agronomists, growers, and other non-engineers.
Requirements
- Bachelor’s or Master’s degree in a STEM field; a PhD is preferred.
- At least 3 years of experience building and deploying relevant models.
- Experience with ecological or biophysical modeling, including statistical modeling, machine learning, and geostatistics.
- Knowledge of corn agronomy and corn disease modeling, including disease susceptibility, residue and rotation effects, canopy microclimate, and fungicide application windows.
- Proficiency in Python and the Python scientific stack.
- Experience with version control, package managers, CI/CD pipelines, and cloud infrastructure.
Culture & Benefits
- Work on agricultural sensing technology designed to improve yields and reduce input costs.
- Collaborative and transparent working style with a focus on continuous model improvement.
- Insurance benefits.
- Flexible time off.
- Opportunity to contribute to the design of future agricultural systems.
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