Data Rails
datarails.com
Actively hiring
Accounting & Tax Software
Revenue & SaaS Metrics Analytics
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Growth
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Financials
How Data Rails hires
Truth index
A 95/100
Median time to fill
80 days
Ghost roles
0%
Stale roles
0%
Reposted roles
0%
Data Rails scores A on the Alion truth index (A is best, E worst), measured over 11 open roles re-checked against its own hiring board: 0% look like ghost listings, 0% have gone stale and 0% are the same role posted again. Its roles close in a median of 80 days. 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
Visa sponsorship
0
H-1B filings in 12 months
7
Open roles in United States
In the register as DataRails Inc., Great Neck, NY
Other sponsors in the same field
Host Analytics Inc 
Insightsoftware 
Jedox 
Intuit
See 7 open roles Alert me
US Department of Labor · latest filing Jun 4, 2025 · Visa details by country
Connections
List
Graph
Found in company registers, site code, DNS and hiring. Each connection shows how sure we are and the evidence, with its source and date.
Shared investors
Click a company to open it. Dashed lines are likely connections. The second step of the network is part of the Pro plan.
Owner
Same company
Same group
Likely
News
Can I use ChatGPT or Claude to do my financial data transformation?
Click for Takeaways General-purpose AI transforms financial data accurately and has no way to know whether the file it was given is complete, closed, or correctly mapped. AI-generated reports drift between months because a stateless model has no memory of
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Report
Can I build my own MCP server instead of buying a vendor connector?
Click for Takeaways MCP defines how an AI client discovers and calls tools. It says nothing about whether the data behind those tools is consolidated, mapped, or permissioned. A homebuilt connector rarely fails loudly when a source schema changes. It retu
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Do I need AI built into my FP&A tool, or can I use a general AI tool across everything?
Click for Takeaways Embedded AI is bounded twice: by the vendor's data model, which limits what it can see, and by the vendor's roadmap, which limits which models you can use. Lock-in is a question about where your metric definitions live, not about which
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What can AI actually do in FP&A right now?
Click for Takeaways AI handles the preparation and review cycle around the close. Accrual decisions, materiality calls, and sign-off stay with people, and auditors expect them to. Variance commentary is only as good as the drilldown beneath it. Account-le
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Will I lose my Excel logic when I move to a platform?
Click for Takeaways Most Excel macros do not transfer to an FP&A platform, and most do not need to, because they automate work the platform performs natively. Whether a platform connects to your existing models or only imports from them drives most of the
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Report
Prescriptive Analytics Definition, Examples, & Tools
Click for Takeaways: Prescriptive Analytics The definition: Prescriptive analytics is the most advanced stage of the analytics maturity model. It recommends what to do next, not just what happened or what's likely to happen. Predictive vs. prescriptive: P
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How to Measure the ROI of AI in Finance
Click for Takeaways: ROI of AI in FInance Most AI pilots never reach the P&L: Research across more than 300 enterprise AI deployments found that 95% delivered no measurable P&L impact, and only about 5% of enterprise-grade systems reached production. Budg
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How Does a Finance Operating System Work?
Click for Takeaways A finance operating system is a governed data infrastructure layer that consolidates financial and operational data from across an organization and exposes it to AI tools through an MCP Server. It is not FP&A software, an ERP, or a fin
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Report
The Two Excel Connectivity Tests Most FP&A Buyers Never Run
Click for Takeaways Bringing your own workbook and running a real refresh are the two checks most FP&A buyers already know about, and most platforms that reach a shortlist pass both. The tests that separate platforms are structural: change the shape of a
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Report
AI Tools for Excel for Finance Teams: The 2026 Guide
Click for Takeaways AI tools for Excel now split into two tiers: general assistants for one-off formula help, and platforms built for recurring financial workflows and templates. In this updated list of the best AI tools for Excel, we've added Microsoft C
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Tech stack
Technologies named in job postings at Data Rails over the last 12 months, by layer, with the share of postings for each.
Technologies in use
37
Postings analysed
14
Stack modernity
90/100AI adopter
Languages
Python36%
SQL36%
TypeScript21%
JavaScript7%
Frameworks & libraries
Django7%
Angular7%
Celery7%
Databases
Google BigQuery7%
Cloud & platforms
Airflow7%
Figma7%
GCP7%
GitHub7%
AI & ML
LLM21%
Claude14%
ChatGPT7%
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Full Data Rails tech stack
37 technologies · by team · pay by technology · changes · similar stacks
Salary insights
Compensation ranges based on this company's open jobs
Median
$110k
Typical range
$100k – $150k
Open positions
7
5
Jobs
Junior
40%
Middle
20%
Senior
20%
Staff
20%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Junior | 2 | $105k | $100k – $110k |
| Middle | 1 | $100k | $100k |
| Senior | 1 | $100k | $100k |
| Staff | 1 | $150k | $150k |
Highest paying role
Forward Deployed Financial Engineer - Platform
$150k
Normalized to USD per year
All salaries at Data Rails
By role, level and city, against the market · 7 jobs with pay
Growth
Hiring Momentum
74/100
Growing
Open positions
12
3 opened / 5 closed in 30 days
Median time-to-fill
90 days
faster than 13% of the market
ATS activity
Every ~4 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.
Management
18% ▲
Customer Success
18% ▼
Solutions
18% ▲
Data Science
9% ▲
Backend
9% ▼
Leadership
9% ▼
Activity Timeline
Added Looker to stack
Oct 2026
Added Google BigQuery to stack
Oct 2026
Added Git to stack
Oct 2026
Added GCP to stack
Oct 2026
Added Fivetran to stack
Oct 2026
Added ETL/ELT to stack
Oct 2026
Added dbt to stack
Oct 2026
Added Airflow to stack
Oct 2026
New location: United Kingdom
Oct 2026
New location: United States
Oct 2026
Added Agile to stack
Oct 2026
Added Edge AI to stack
Oct 2026
Offices
Where the company hires and what each office is for
Cities
2
Hiring now
1
Countries
2
Busiest office
Tel Aviv
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Headquarters
Builds here
Office with open vacancies
No open vacancies right now Tap a pin for the office
Tel Aviv
Israel
Regional office
Tel Aviv (Israel)
4 open roles 4 posted in 90 days 50% engineering 200-500 est. staff
hires for Data Science, Backend, Design
Brescia
Italy
Regional office
Europe
Jobs
≈ $57k – $153k per year (Estimated) · In office · 3+ years exp · Tel Aviv
Python
SQL
Google BigQuery
AI/ML
Airflow
dbt
DevOps
Terraform
GCP
CI/CD
Git
Docker
Analytics
ETL/ELT
Fivetran
Looker
Apply
$120k – $150k per year · Remote (United States) · PhD · United States
Python
TypeScript
SQL
Claude
Model Context Protocol
Function Calling
AI Agents
LLM
DevOps
Rest API
Platform Engineering
Apply
$120k – $150k per year · Remote (United States) · PhD · United States
Python
TypeScript
SQL
Function Calling
AI Agents
LLM
DevOps
Rest API
CI/CD
Apply
$90k – $110k per year · Remote (United States) · 1+ year exp · PhD · United States
Microsoft Excel
Apply
Apply
In office · 7+ years exp · Bachelor's Degree · Tel Aviv
Python
JavaScript
TypeScript
Django
Celery
Databases
RabbitMQ
AI/ML
Copilot
Cursor
Claude Code
OpenAI Codex
Frontend
Angular
DevOps
Rest API
Terraform
Helm
CI/CD
Docker
Kubernetes
Apply
≈ $64k – $171k per year (Estimated) · In office · 3+ years exp · Bachelor's Degree · Tel Aviv
Microsoft Excel
Apply