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Overview
Sight Machine is a company founded in 2011 that builds a data platform for manufacturing operations. It unifies signals from machines, sensors and quality systems into a plant-wide model and applies analytics to improve throughput, yield and energy use. Global manufacturers use it to compare performance across factories that run different equipment and control systems.
Technologies
Tech DNA
Python
Java
Go
PostgreSQL
ElasticSearch
Azure
AWS
GCP
LLM
AI/ML
Python
SQL
Azure
GitHub
PostgreSQL
LLM
AI Agents
AWS
CI/CD
Docker
FluxCD
GCP
GitHub Actions
GitOps
Grafana
Helm
Jenkins
Kubernetes
Loki
OpenTofu
Prometheus
SigNoz
SLI/SLO/SLA
Terraform
ElasticSearch
Git
Databricks
Pandas
Copilot
Edge AI
Other
Java
Go
Apache Kafka
Sentry
ETL/ELT
Stack modernity
80/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
4 jobs
Required
Azure
4 jobs
Required
Java
3 jobs
Required
PostgreSQL
3 jobs
Required
AI Agents
3 jobs
Required
LLM
3 jobs
Required
GitHub
3 jobs
Required
ETL/ELT
2 jobs
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
AWS
16%
CI/CD
15%
SQL
14%
AI Agents
14%
Kubernetes
14%
Share of companies in the same industry that use each technology.
Stack changes
GitHub
Aug 2026
AI Agents
Aug 2026
ETL/ELT
Aug 2026
Edge AI
Aug 2026
Terraform
Aug 2026
SLI/SLO/SLA
Aug 2026
SigNoz
Aug 2026
Sentry
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Growth
Hiring Momentum
58/100
Growing
Open positions
4
0 opened / 0 closed in 30 days
ATS activity
Every ~3 days
08/30/2026
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
DevOps
100% ▲
Activity Timeline
Added GitHub to stack
Aug 2026
Added AI Agents to stack
Aug 2026
Added ETL/ELT to stack
Aug 2026
Added Edge AI to stack
Aug 2026
Added Terraform to stack
Aug 2026
Added SLI/SLO/SLA to stack
Aug 2026
Added SigNoz to stack
Aug 2026
Added Sentry to stack
Aug 2026
Added Prometheus to stack
Aug 2026
Added OpenTofu to stack
Aug 2026
Added Loki to stack
Aug 2026
Added Kubernetes to stack
Aug 2026
Jobs
Staff Site Reliability Engineer
13 days ago≈ $132k – $269k per year (Estimated) • Equity • Remote/Hybrid • Full-Time • 10+ years exp • Ann Arbor
Go
Java
Python
Apache Kafka
ElasticSearch
PostgreSQL
AI/ML
LLM
AI Agents
DevOps
AWS
Azure
CI/CD
Docker
FluxCD
GCP
GitHub Actions
GitOps
Grafana
Helm
Jenkins
Kubernetes
Loki
OpenTofu
Prometheus
SigNoz
SLI/SLO/SLA
Terraform
GitHub
QA
Sentry
Apply
Staff Site Reliability Engineer
5 months ago≈ $153k – $312k per year (Estimated) • Equity • Remote/Hybrid • Full-Time • 10+ years exp • San Francisco
Go
Java
Python
Apache Kafka
ElasticSearch
PostgreSQL
AI/ML
LLM
AI Agents
DevOps
AWS
Azure
CI/CD
Docker
FluxCD
GCP
GitHub Actions
GitOps
Grafana
Helm
Jenkins
Kubernetes
Loki
OpenTofu
Prometheus
SigNoz
SLI/SLO/SLA
Terraform
GitHub
QA
Sentry
Apply
Platform Backend Engineer
5 months ago≈ $85k – $197k per year (Estimated) • Equity • In office • Full-Time • 2+ years exp • San Francisco
Python
PostgreSQL
AI/ML
Copilot
LLM
AI Agents
DevOps
Azure
GitHub
Analytics
ETL/ELT
Apply
Forward Deployed Engineer
3 years ago≈ $142k – $290k per year (Estimated) • Equity • Remote/Hybrid • Full-Time • San Francisco
Java
Python
SQL
Databricks
AI/ML
Pandas
Edge AI
DevOps
Azure
Git
Analytics
ETL/ELT
Apply

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