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How DataBeat hires
Truth index
B 75/100
Ghost roles
0%
Stale roles
100%
Reposted roles
0%
DataBeat scores B on the Alion truth index (A is best, E worst), measured over 7 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
News
Sellers Report - September 2026
The market added 459.7k new ads.txt lines and removed 404.8k, for a net change of +54.9k, a sharp reversal from last month's near-zero net. This is not the same kind of growth seen earlier in the year. Resellers drove the bulk of it at +44.6k net, while d
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Report
Rethinking programmatic quality: from domain lists to bid-level control
The Limits of Domain-Based Quality Control Programmatic quality control in advertising has largely been about cleaning up domain lists for some time now. Advertisers use whitelists, blacklists and premium publisher lists to keep things safe and make ads p
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Report
US-Programmatic-Trends-August-2026
AdX and Open Bidding compete for the same inventory within the unified auction, but they do not deliver the same performance across every inventory type. This analysis looks at how demand, competition, and buying routes influence monetization across App,
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Report
When Measurement Consolidates: What the Nielsen-DoubleVerify Deal Means for the Sell Side
Digital advertising has grown more precise and more fragmented at the same time. Advertisers run one platform for audience measurement, another for media quality, a third for attribution, a fourth for optimisation, and often a fifth to tie those signals t
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Report
Can Fewer Ads Generate More Revenue?
Publishers have been wrestling with the same monetization dilemma for years: pack in more ad inventory and chase revenue, or cut back on ad load and bet on a better user experience. Conventional wisdom leans toward the second option - lighter ad experienc
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Report
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Tech stack
Technologies named in job postings at DataBeat over the last 12 months, by layer, with the share of postings for each.
Technologies in use
111
Postings analysed
13
Stack modernity
84/100AI adopter
Languages
Python54%
JavaScript46%
SQL46%
Apex15%
Frameworks & libraries
Appium31%
Cypress31%
Playwright31%
Rest-Assured31%
Databases
PostgreSQL31%
Redis23%
MySQL15%
BigQuery15%
Cloud & platforms
GitHub Actions38%
GitLab CI31%
Postman31%
AWS31%
AI & ML
ChatGPT8%
Claude8%
LLM8%
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Full DataBeat tech stack
111 technologies · by team · pay by technology · changes · similar stacks
Salary insights
Compensation ranges based on this company's open jobs
Median
$15k
Typical range
$15k
Open positions
1
1
Jobs
Staff
100%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Staff | 1 | $15k | $15k |
Highest paying role
Lead - AdTech
$15k
Normalized to USD per year
Growth
Hiring Momentum
28/100
Slowing
Open positions
17
0 opened / 0 closed in 30 days
ATS activity
Every ~5 hours
09/26/2026
Hiring Dynamics
0%
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.
QA
33% ▲
DevOps
11% ▼
Design
11% ▼
Marketing
11% ▲
Enterprise Apps
11% ▼
Industrial Engineering
11% ▲
Actively hiring for QA (+3 in 30 days)
Offices
Where the company hires and what each office is for
Cities
1
Hiring now
1
Countries
1
Busiest office
Hyderabad
Hyderabad
India
Plant / site
17 open roles 10 posted in 90 days 53% engineering 1000-5000 est. staff $15k Avg Salary
hires for QA, Marketing, DevOps
Jobs
≈ $9.5k – $24k per year (Estimated) • In office • 3+ years exp • Hyderabad
Python
JavaScript
SQL
Azure DevOps
GitHub Actions
GitLab CI
Azure
CI/CD
Jenkins
Cybersecurity
ISO 27001
Management
Confluence
Agile
Scrum
QA
TestRail
Selenium
Cypress
Playwright
Appium
Postman
Rest-Assured
Apply
≈ $21k – $47k per year (Estimated) • In office • Full-Time • 8+ years exp • Hyderabad
ISO 27001
Apply
≈ $17k – $43k per year (Estimated) • In office • Full-Time • 4+ years exp • Hyderabad
Python
JavaScript
TypeScript
SQL
MySQL
PostgreSQL
Redis
RabbitMQ
Apache Kafka
DevOps
GitHub Actions
GitLab CI
CI/CD
Jenkins
AWS
Shift-Left
Cybersecurity
SonarQube
ISO 27001
OWASP Top 10
Shift-Left Security
Management
Jira
Agile
Scrum
QA
Selenium
JMeter
Cypress
Playwright
Swagger
Appium
Postman
Rest-Assured
k6
Locust
Apply
≈ $9.5k – $24k per year (Estimated) • In office • Full-Time • 3+ years exp • Hyderabad
Python
JavaScript
SQL
Azure DevOps
GitHub Actions
GitLab CI
Azure
CI/CD
Jenkins
Cybersecurity
ISO 27001
Management
Confluence
Agile
Scrum
QA
TestRail
Selenium
Cypress
Playwright
Appium
Postman
Rest-Assured
Apply
≈ $11k – $29k per year (Estimated) • In office • Full-Time • 4+ years exp • Hyderabad
Python
Go
Bash
PostgreSQL
Redis
DynamoDB
RabbitMQ
Apache Kafka
OpenSearch
DevOps
Terraform
Ansible
Helm
GitHub Actions
Istio
Terragrunt
CircleCI
CloudFormation
FluxCD
Linkerd
Prometheus
CI/CD
GitOps
ArgoCD
Jenkins
AWS
Docker
Kubernetes
Grafana
Blue-Green Deployment
Service Mesh
Configuration Management
Amazon EKS
AWS Lambda
Amazon EC2
FinOps
Amazon S3
IAM
Amazon ECS
Amazon CloudWatch
Linux
Cybersecurity
SonarQube
Trivy
ISO 27001
Checkov
Management
Agile
Apply
≈ $12k – $29k per year (Estimated) • In office • Freelance • 3+ years exp • Hyderabad
ISO 27001
Design
Figma
Management
Agile
Apply
≈ $15k – $34k per year (Estimated) • In office • Full-Time • 7+ years exp • Hyderabad
JavaScript
Apex
Lightning Web Components
Gearset
Copado
MuleSoft
Visualforce
Aura Components
DevOps
Rest API
CI/CD
Jenkins
Git
SOAP
Cybersecurity
ISO 27001
OpenCTI
Apply
≈ $20k – $40k per year (Estimated) • In office • Full-Time • 8+ years exp • Bachelor's Degree • Hyderabad
Python
SQL
pySpark
Databases
Databricks
Delta Lake
AI/ML
Spark
MLFlow
Machine Learning
DevOps
Azure
CI/CD
AWS
AWS Lambda
GitHub
GitLab
Amazon S3
Cybersecurity
ISO 27001
Analytics
Tableau
Power BI
ETL/ELT
Azure Data Factory
Dimensional Modeling
Apply
≈ $17k – $37k per year (Estimated) • In office • Full-Time • 5+ years exp • Bachelor's Degree • Hyderabad
SQL
PostgreSQL
Snowflake
LookML
Google BigQuery
Amazon Redshift
BigQuery
DevOps
GCP
CI/CD
Git
Cybersecurity
ISO 27001
Analytics
Tableau
Power BI
ETL/ELT
Looker
Dimensional Modeling
Management
Agile
Scrum
Apply
In office • Full-Time • 4+ years exp
Apex
Lightning Web Components
MuleSoft
Salesforce Flow
Salesforce Data Cloud
AI/ML
Copilot
Prompt Engineering
AI Agents
LLM
RAG
Hallucination
Agentforce
LLM Guardrails
DevOps
Rest API
SOAP
Cybersecurity
ISO 27001
Management
Agile
Scrum
Apply
≈ $11k – $28k per year (Estimated) • In office • Full-Time • 3+ years exp • Hyderabad
Python
JavaScript
PHP
Node JS
WordPress
Databases
Google BigQuery
BigQuery
DevOps
CI/CD
Cybersecurity
ISO 27001
Analytics
Looker
Management
Agile
QA
Charles Proxy
Apply