Avathon Tech Stack

Industrial AI platform for predictive maintenance and autonomous operations

Software Development Pleasanton, California 201–500 employees Founded 2013 Privately Held

Avathon operates an Industrial AI platform built on a mature, polyglot data stack—Python, Elasticsearch, PostgreSQL, Apache Airflow, PySpark, Prefect, Kafka, Spark, and Flink—deployed across AWS, GCP, and Azure. The company is actively scaling graph database capabilities (core kernel, query optimization, indexing subsystems) while addressing core pain points around forecasting failures, siloed datasets, and equipment uptime. The hiring mix skews senior and director-level across engineering and data, reflecting both infrastructure maturity and a shift toward solving operational bottlenecks at scale.

Tech Stack 50 technologies

Core StackActive Directory Python Elasticsearch PostgreSQL Apache Airflow PySpark Prefect GitLab Kubernetes Helm Istio ArgoCD Terraform Prometheus Grafana Loki Pandas Databricks Apache Spark Apache Flink Kafka AWS C++ Scala Google Workspace FileVault BitLocker Polars GCP Azure+20 more

What Avathon Is Building

◆Challenges

Forecasting engine and component failures
Siloed datasets
Improving supplier quality control
Integrating siloed data
Maximizing capital equipment uptime
Upskilling maintainers
Delivering services on time
Driving billable utilization
Expanding services revenue
Data platform modernization

▲Active Projects

Forecasting
Anomaly detection
Renewable energy optimization
Ai solutions for defense customers
Automated safety monitoring
Cloud data infrastructure modernization
Core kernel functionality of a graph database
Optimise graph traversal and query execution paths
Indexing subsystems for graph workloads
Graph-aware query optimisation

Hiring Activity

Accelerating25 roles · 15 in 30d

Department

Engineering

Data

Product

Sales

Finance

Ops

Support

Seniority

Senior

Director

Intern

Manager

Mid

Lead

Staff

Notable leadership hires: Sales Director

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About Avathon

Avathon develops Industrial AI solutions for commercial and government customers in heavy industry. The platform uses machine learning and predictive analytics to extend asset lifecycle, prevent failures, and drive toward autonomous operations. Internally, the company is modernizing its cloud data infrastructure, building graph database capabilities, and integrating previously disconnected data sources to unlock forecasting and anomaly detection across customer deployments. The company employs 201–500 people, headquartered in Pleasanton, California, with active hiring in the United States and India.

HeadquartersPleasanton, California

Company Size201–500 employees

Founded2013

Hiring MarketsUnited States, India

Frequently Asked Questions

What tech stack does Avathon use?

Python, Elasticsearch, PostgreSQL, Apache Airflow, PySpark, Kafka, Apache Spark, and Flink for data pipelines; Kubernetes, Helm, Istio, ArgoCD for orchestration; Databricks for analytics; Prometheus, Grafana, Loki for observability; deployed on AWS, GCP, and Azure.

What is Avathon working on?

Forecasting and anomaly detection for industrial assets; graph database core functionality and query optimization; renewable energy optimization; automated safety monitoring; and cloud data infrastructure modernization to integrate siloed datasets.