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AGDATA, LP Tech Stack

Data collection and ML platform for crop and animal health industries

IT Services and IT Consulting Charlotte, North Carolina 201–500 employees Founded 1985 Privately Held

AGDATA operates a 30-year-old data and software platform for agricultural and animal health companies, now actively building production-grade AI/ML pipelines with TensorFlow, PyTorch, and LangML on Kubernetes and Spark. The tech stack reveals a shift toward ML infrastructure: the adoption of orchestration tools (Kubeflow, MLflow) and deep-learning frameworks alongside mature data foundations (SQL Server, Hadoop). Hiring is engineering-heavy (12 of 22 open roles) with senior-level focus, suggesting scale-out of data platform and model deployment capabilities rather than early exploration.

Tech Stack 55 technologies

Core StackSQL Server C# .NET Angular JavaScript jQuery Selenium TensorFlow PyTorch LangChain AWS scikit-learn Docker Kubernetes MLflow Kubeflow Apache Spark Hadoop Python Jira Confluence Java GCP Azure Keras H2O SQL Microsoft Office Excel Jira Service Desk+24 more

What AGDATA, LP Is Building

◆Challenges

High-volume support
Reducing manual regression testing effort
Reducing support response time
Data processing and cleansing
High-volume data error cleansing
Product mapping and conversions
Modernizing data and analytics practices
Ensuring data quality and governance

▲Active Projects

End-to-end ai/ml solutions with data pipelines and model deployment
Apis and microservices for ai integration
Pocs to production-grade models
End-to-end ai/ml solutions architecture
Poc to production model conversion
Api and microservices development
Implementation of new solutions
Data platform and analytics capabilities
Embedded analytics

Hiring Activity

Accelerating20 roles · 15 in 30d

Department

Engineering

12

Support

4

Product

2

Sales

2

Data

1

Ops

1

Seniority

Senior

15

Mid

3

Junior

2

Manager

2

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About AGDATA, LP

AGDATA provides data collection, management, analytics, and marketing program fulfillment software to companies in crop protection, specialty chemicals, and animal health. The platform is built on SQL Server and .NET backend services (C#, APIs, microservices) with Angular front-end, and integrates with Salesforce for CRM workflows. Core pain points include high-volume support demand, data quality and governance challenges, and manual testing overhead — all typical of a mature data-handling platform serving regulated industries. The company is headquartered in Charlotte, North Carolina, operates at 201–500 employees, and hires across the United States, Canada, and India.

HeadquartersCharlotte, North Carolina

Company Size201–500 employees

Founded1985

Hiring MarketsIndia, United States, Canada

Frequently Asked Questions

What tech stack does AGDATA use?

SQL Server, C#, .NET, Angular, JavaScript on backend; TensorFlow, PyTorch, scikit-learn, Keras for ML; AWS, GCP, Azure for cloud; Docker, Kubernetes, MLflow, Kubeflow for orchestration; Apache Spark and Hadoop for data processing.

What is AGDATA working on?

End-to-end AI/ML solutions with data pipelines, model deployment, and production-grade model conversion; APIs and microservices for AI integration; data platform modernization and embedded analytics capabilities.