Actively hiring
Retail & Pricing Analytics
Accounting & Tax Software
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Overview
Technologies
Salaries
Products
People
Growth
Offices
Jobs
Financials
How Oversight hires
Truth index
B 75/100
Ghost roles
0%
Stale roles
100%
Reposted roles
0%
Oversight scores B on the Alion truth index (A is best, E worst), measured over 5 open roles re-checked against its own hiring board: 0% look like ghost listings, 100% have gone stale and 0% are the same role posted again. It measures how much of what this employer publishes turns into a real, finite search - not the employer as a workplace. How the index is computed
Tech stack
Technologies named in job postings at Oversight over the last 12 months, by layer, with the share of postings for each.
Technologies in use
32
Postings analysed
4
Stack modernity
89/100AI adopter
Languages
SQL
TypeScript
JavaScript
Python
Frameworks & libraries
Playwright
Pytest
Angular
Spring Boot
Databases
PostgreSQL
Cloud & platforms
AWS
Databricks
Bitbucket
Amazon CloudWatch
AI & ML
ChatGPT
Claude
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Full Oversight tech stack
32 technologies · by team · pay by technology · changes · similar stacks
Growth
Hiring Momentum
52/100
Stable
Open positions
7
0 opened / 0 closed in 30 days
Median time-to-fill
94 days
faster than 14% of the market
ATS activity
Every ~5 hours
Today
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.
Backend
50% ▼
Industrial Engineering
50% ▲
Activity Timeline
Added Amazon S3 to stack
Sep 2026
Added Amazon CloudWatch to stack
Sep 2026
Added Unix to stack
Sep 2026
Added Linux to stack
Sep 2026
Added Machine Learning to stack
Sep 2026
Added Microsoft Office to stack
Sep 2026
Added Scrum to stack
Sep 2026
Added Agile to stack
Sep 2026
Added Spring Boot to stack
Sep 2026
Added Pytest to stack
Sep 2026
Added PostgreSQL to stack
Sep 2026
Added OpenAI Codex to stack
Sep 2026
Offices
Where the company hires and what each office is for
Cities
1
Hiring now
1
Countries
1
Busiest office
Atlanta
Atlanta
United States
HQ
Contact Information
5 open roles 2 posted in 90 days 40% engineering 100% remote 5000+ est. staff
hires for Sales, AI/ML, Backend
Jobs
≈ $75k – $141k per year (Estimated) • Remote (United States) • Full-Time • 3+ years exp • Atlanta
Python
SQL
PostgreSQL
Databricks
AI/ML
Copilot
Cursor
Claude
ChatGPT
AI Agents
DevOps
Rest API
Git
AWS
Bitbucket
Amazon S3
Amazon CloudWatch
Apply
≈ $79k – $162k per year (Estimated) • Remote (United States) • Full-Time • 1+ year exp • Bachelor's Degree • Atlanta
Python
JavaScript
Java
TypeScript
SQL
Maven
Spring Boot
Databases
PostgreSQL
Databricks
AI/ML
Cursor
Spark
Claude Code
OpenAI Codex
Frontend
Angular
DevOps
CI/CD
AWS
Bitbucket
Linux
Unix
Management
Jira
Agile
Scrum
QA
Pytest
Apply
≈ $109k – $215k per year (Estimated) • Remote (United States) • Full-Time • 3+ years exp • Bachelor's Degree • Atlanta
Python
SQL
Databricks
AI/ML
LangGraph
AutoGen
LangChain
Claude
Spark
Model Context Protocol
Fine-tuning
Embeddings
Scikit-learn
Prompt Engineering
Multimodal AI
AI Agents
Transformers
TensorFlow
PyTorch
Gemini
LLM
RAG
Ray
Anomaly Detection
OpenAI
Anthropic
Hugging Face
Amazon SageMaker
GPT-4
LLM Guardrails
Multi-Agent Systems
Machine Learning
DevOps
GCP
Azure
CI/CD
AWS
Apply
