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Balbix Tech Stack

AI-powered cyber risk quantification and exposure management platform

Computer and Network Security San Jose, CA 51–200 employees Founded 2015 Privately Held

Balbix aggregates data from 150+ security and IT systems to surface cyber risk in business terms—dollars, not technical noise. The tech stack (TensorFlow, PyTorch, Kafka, Spark, Flink, Cassandra, Druid, Elasticsearch) reveals a machine-learning-forward architecture built for petabyte-scale data pipelines and real-time risk modeling. Active projects center on ensemble modeling, graph analysis for prioritization, and lakehouse infrastructure, signaling heavy investment in algorithmic differentiation rather than connectors alone.

Tech Stack 38 technologies

Core StackTensorFlow PyTorch scikit-learn Python Java Scala PostgreSQL MongoDB Cassandra Redis Elasticsearch InfluxDB Prometheus Apache Spark Apache Flink AWS Kafka Trino Terraform Kubernetes Helm Ansible GitLab Jenkins CloudFormation CloudWatch Druid Azure GCP CloudTrail+7 more

What Balbix Is Building

◆Challenges

Handling massive cybersecurity data sets
Reducing breach risk
Quantifying cyber risk
Complex data pipelines
Managing petabyte-scale data pipelines
Scaling backend for cybersecurity
Decreasing breach risk
Mitigating unseen risks
Identifying cyber risk management requirements
Eliminating roadblocks to adoption

▲Active Projects

Ensemble modeling of enterprise interactions
Cybersecurity risk modeling
Graph analysis for recommendation
Cybersecurity data ingestion pipeline
Backend support for data-driven ui widgets
Web services and microservices development
Backend/api platform development
Distributed application backend delivery
Backend engineering process improvement
Lakehouse

Hiring Activity

Minimal10 roles · 0 in 30d

Department

Engineering

7

Data

1

Product

1

Support

1

Seniority

Senior

4

Principal

3

Director

2

Staff

1

Notable leadership hires: Technical Lead

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About Balbix

Balbix is a cyber risk quantification platform built for CISOs and vulnerability management leaders at enterprises. The product unifies asset and exposure data across cloud, on-premises, and hybrid infrastructure, then applies AI to prioritize what matters by exploitability, blast radius, and business impact. The company also offers BIX, a GenAI assistant for responding to board and audit questions. Founded in 2015 and based in San Jose, Balbix operates a lean, senior-heavy engineering organization (51–200 employees, 7 engineers, 4 senior + 3 principal roles) and hires in the US and India.

HeadquartersSan Jose, CA

Company Size51–200 employees

Founded2015

Hiring MarketsUnited States, India

Frequently Asked Questions

What is Balbix's technology stack?

ML frameworks (TensorFlow, PyTorch, scikit-learn), Python/Java/Scala, PostgreSQL/MongoDB/Cassandra, Elasticsearch, Apache Spark/Flink, Kafka, AWS/Azure/GCP, Kubernetes, Terraform.

What data sources does Balbix integrate?

The platform unifies data from 150+ security and IT systems into a real-time view of cyber assets and exposures across cloud, on-premises, and hybrid environments.