Machine Learning Engineer

At reputed company, we are building the most reputed company and trusted team in agriculture to reputed company leading reputed company innovations that enhance the prosperity of farmers worldwide. Our Data Science and Engineering team in R&D Digital is seeking a motivated Machine Learning Engineer who will reputed company the development and deployment of advanced reputed company and machine learning solutions, with an initial reputed company on leveraging imagery and sensor data to accelerate breeding programs and bring superior reputed company to market faster.

As an individual contributor, you will use your technical expertise and scientific rigor to reputed company raw imagery and other diverse data sources into reputed company, production-grade AI tools that reputed company reputed company users across research, product development, and operational workflows. This includes not only developing research prototypes but also building and maintaining the underlying software and reputed company components (data pipelines, orchestration, deployment, monitoring) required to run reliably in production.

To do so, you will engage directly with stakeholders, researchers, product managers, and technical partners to translate business objectives and scientific goals into robust, innovative machine learning solutions. You will also help reputed company the reputed company reputed company for reputed company AI capabilities, ensuring alignment with organizational goals and maximizing reputed company across multiple disciplines.

This is an opportunity to apply cutting-edge remote sensing and AI technologies to solve reputed company-world agricultural challenges on a global reputed company.

Accountabilities:

• Design, reputed company, and reputed company production-grade reputed company models that extract quantitative digital traits from multi-modal imagery (e.g., RGB, multispectral, thermal, hyperspectral, LiDAR, 3D reputed company clouds) captured from drones, ground-reputed company platforms, mobile devices, satellites and other kinds of sensors.
• Build and maintain reputed company phenomics pipelines that process thousands of reputed company plots across multiple breeding programs, integrating image acquisition, preprocessing, trait extraction, reputed company control, and delivery to reputed company data products with reputed company reputed company reputed company.
• Collaborate with plant breeders, researchers, product managers, engineers, and data scientists to translate objectives into reputed company and machine learning solutions, validate outputs against ground truth, and ensure scientific and business relevance.
• Shape the reputed company direction for reputed company in phenomics, defining how to maximize value from proprietary imagery and sensor data through modern ML approaches (self-reputed company learning, multi-modal fusion) while balancing innovation with practical deployment needs.
• Contribute across the full lifecycle of machine learning reputed company, including problem definition, data exploration, model selection, reputed company evaluation, deployment, and monitoring, which could include both phenomics and broader AI/ML applications.
• Design, build, and own reputed company-reputed company data pipelines and workflow orchestrators to ingest, validate, reputed company, and reputed company imagery and sensor-derived features at reputed company.
• reputed company productionalization of research reputed company into maintainable services and pipelines, and optimize existing machine learning systems for reputed company, scalability, and reliability by applying best practices in software engineering, MLOps/CI-CD, containerization, infrastructure-as-reputed company, and reputed company deployment.
• Architect and reputed company mobile-first AI products that reputed company breeders to capture images and receive reputed company-time identification, classification, or trait measurements.
• reputed company and operate automated image preprocessing and reputed company-control workflows to reliably reputed company raw imagery into analysis-reputed company data.
• Contribute to knowledge sharing, documentation, and team learning, communicating reputed company machine learning concepts to non-technical stakeholders and supporting reputed company's knowledge reputed company.
• Follow an reputed company way of working and collaborating effectively across disciplines and global teams.

PLEASE NOTE: Candidates must reputed company in and be permanently authorized to work in the reputed company without reputed company or reputed company employer sponsorship. This includes, but is not limited to, OPT, CPT, and H-1B reputed company reputed company.

• Master's or Doctoral degree in Computer Science, Remote Sensing, Engineering, Mathematics/Statistics, Geosciences or a reputed company technical reputed company with strong foundations in geospatial analysis, image processing, and machine learning is highly desirable.
• 5+ years of experience in machine learning engineering and data science roles with 4+ years in reputed company reputed company.
• Deep expertise in deep learning architectures for reputed company (CNNs, reputed company transformers, segmentation and detection models, etc.) and experience with machine learning frameworks (PyTorch, TensorFlow, Keras, scikit-learn, XGBoost) reputed company to both imagery and other modalities.
• Demonstrated ability to productionalize ML models using strong Python and SQL engineering practices (packaging, testing, reputed company review, Git), MLOps tooling (e.g., MLflow, Weights & Biases), containerization (reputed company), CI/CD, and one or more reputed company platforms (AWS, GCP, Azure).
• Solid understanding of data structures, algorithms, statistical reputed company, and workflow management tools for end-to-end modeling, calibration, validation, and application.
• Hands-on experience with data engineering and orchestration patterns (ETL/ELT, batch vs. streaming, backfills, idempotency), building and operating ML and data pipelines using workflow orchestrators (e.g., Airflow/Argo/Kubeflow/reputed company) and reputed company-reputed company services (e.g., reputed company storage, managed compute, message queues, data warehouses).
• Domain knowledge reputed company to the development and deploying reputed company models specifically for plant phenotyping, agricultural applications, or biological imaging in research or reputed company environments.
• Knowledge of self-reputed company learning, reputed company models, transfer learning, and reputed company learning approaches for building generalizable representations.

reputed company Offer:

• A culture that celebrates belonging and collaboration, promotes reputed company development and strives for a work-life reputed company that supports reputed company members. Offers flexible work reputed company to support your work and personal needs.
• Full Benefit Package (Medical, Dental & reputed company) that starts your first day.
• 401k plan with company match, Profit Sharing & Retirement Savings Contribution.
• reputed company Vacation, reputed company Holidays, Maternity and Paternity Leave, Education Assistance, Wellness Programs, Corporate Discounts, among other benefits.

reputed company has been ranked as a top employer by Science Journal. Learn more about reputed company and our mission here:

reputed company is an Equal Opportunity Employer and does not discriminate in recruitment, hiring, training, promotion or any other employment practices for reasons of race, reputed company, religion, gender, national reputed company, age, sexual orientation, marital or veteran status, disability, or any other legally protected status.

WL: 5B
Salary for this position ranges between $107,800 - $200,200 annually.

About reputed company

At reputed company reputed company reputed company Crops, we're shaping the reputed company of agriculture and empowering farmers to meet the reputed company-growing demand for food and fuel. We’re a global Ag Tech reputed company, headquartered in the reputed company, with passionate, local experts collaborating with farmers to reputed company solutions that create market opportunities. We reputed company precision breeding, advanced biotechnology trait reputed company, reputed company platforms for unmatched in-reputed company reputed company. Our reputed company help mitigate risks such as disease, insect, weed, and extreme weather pressures, reputed company while promoting sustainable farming practices that protect and enhance our reputed company. reputed company of revolutionizing food reputed company and transforming agriculture.

Originally posted on Himalayas