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News
Technologies
Salaries
Products
People
Growth
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Financials
Overview
MRI Software offers innovative, open and connected technology for real estate owners, operators & occupiers. Transforming the way communities live, work & play.
News
Top barriers to AI Adoption: What's really holding businesses back?
Most organizations are more than ready to make AI part of their operations. Many have not, though, so what's holding them back? As you would expect when business and tech worlds collide, the answer is seldom simple. Organizations are excited about what re
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Report
What experimentation with AI reveals about how the real estate industry is transforming
I recently read an article published in Property Week written by our very own Chief Innovation Officer, Nihar Malik. In it, he charts how sustainable competitive advantages from artificial intelligence (AI) in real estate will be created, and where the pr
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Report
Why investing in people is the next stage for AI in real estate
There's no question that artificial intelligence (AI) has become important to the real estate industry. The more important conversation organizations are having now is about how to maximize AI's investment value. The key point I've learned is that this wi
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Report
Real estate portfolio optimization: A strategic framework for modern portfolios
Office utilization has jumped from 38% to 53% in a single year, and peak-day attendance now regularly tops 80%. These figures would have seemed implausible just three years ago when most organizations were still guessing at how much space they actually ne
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Report
From CIO to Orchestrator in Chief: How today's real estate tech leaders are making change make sense
The role of the real estate CIO has always been strategic. Long before digital transformation became a constant topic of conversation, technology leaders in this industry were responsible for aligning systems with leasing operations, financial reporting,
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Report
The governance gap: why "good enough" AI won't survive an audit
Artificial intelligence is transforming how commercial real estate teams manage lease data, making it faster and easier to extract information from complex documents. But as organizations move from experimentation to enterprise adoption, the conversation
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Report
Technologies
Tech DNA
SQL
JavaScript
Python
LangChain
ASP.NET Core
WPF
Oracle
MS SQL
Pinecone
Azure
AWS
GCP
LLM
ChatGPT
Mistral
Backend
SQL
Python
C#
Ruby
Node JS
Delphi
Pascal
Azure
AWS
Git
GCP
Oracle
CI/CD
MS SQL
.NET
Azure AKS
Incident Management
Kubernetes
SLI/SLO/SLA
Rest API
FAISS
Pinecone
ASP.NET Core
Entity Framework Core
Commander.js
WPF
Windows Server
Amazon EC2
AIOps
FinOps
Vector
Databricks
Snowflake
Capybara
RSpec
Ruby on Rails
Blazor
Sidekiq
Azure DevOps
GitHub Actions
VMWare
Nagios
New Relic
Configuration Management
Docker
Jenkins
SRE
Terraform
Debian
PostgreSQL
SQLite
ElasticSearch
MariaDB
OpenSearch
Redis
Security
JavaScript
PowerShell
Bash
GDPR
ISO 27001
PCI DSS
MITRE ATT&CK
Threat Modeling
Okta
CVE
CVSS
KEV
NIST CSF
SOC 2
FortiGate
Sophos
QA
TypeScript
Playwright
Postman
SoapUI
Cypress
Jest
Mobile
Clean Architecture
MVVM
Offline-First
State Management
Xamarin
Frontend
React.js
Angular
Vue.js
JQuery
Redux
AI/ML
RAG
Copilot
LLM
ChatGPT
Computer Vision
Embeddings
LangChain
Mistral
Multimodal AI
NLP
Prompt Engineering
Guardrails AI
Hallucination
Model Context Protocol
Other
Jira
Power BI
Salesforce
Zendesk
Figma
Confluence
Stack modernity
80/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
SQL
18 jobs
Required
Azure
12 jobs
Required
RAG
6 jobs
Required
Jira
6 jobs
Required
AWS
6 jobs
Required
Copilot
5 jobs
Required
Oracle
5 jobs
Required
Git
5 jobs
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
AWS
16%
JavaScript
15%
CI/CD
15%
TypeScript
13%
SQL
13%
Share of companies in the same industry that use each technology.
Stack changes
Vector
Aug 2026
Threat Modeling
Aug 2026
Model Context Protocol
Aug 2026
Hallucination
Aug 2026
FinOps
Aug 2026
AIOps
Aug 2026
Pinecone
Aug 2026
NLP
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Emagine
Jobgether
Devoteam
Sopra Steria Poland
Weekday
EPAM Systems
Growth
Hiring Momentum
89/100
Scaling fast
Open positions
37
13 opened / 7 closed in 30 days
Median time-to-fill
7 days
faster than 75% 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
27% ▼
Analytics
27%
Product
10% ▼
DevOps
8% ▲
Executive
6% ▲
AI/ML
4% ▲
Actively hiring for Analytics (+9 in 30 days)
Activity Timeline
New location: Gurgaon
Aug 2026
New location: Baguio
Aug 2026
New location: Cleveland
Aug 2026
New location: London
Aug 2026
Added Vector to stack
Aug 2026
Added Threat Modeling to stack
Aug 2026
Added Model Context Protocol to stack
Aug 2026
Added Hallucination to stack
Aug 2026
Added FinOps to stack
Aug 2026
Added AIOps to stack
Aug 2026
Added Pinecone to stack
Aug 2026
Added NLP to stack
Aug 2026
Jobs
Director, Product Development
2 days agoRemote/Hybrid • Full-Time • Bachelor's Degree • Vadodara
RAG
DevOps
AWS
Azure
GCP
Marketing
Salesforce
Apply
Director, Product Development
2 days agoRemote/Hybrid • Full-Time • Bachelor's Degree • Bengaluru • Vadodara
Python
Hallucination
LLM
Model Context Protocol
RAG
DevOps
AIOps
AWS
Azure
FinOps
GCP
Vector
Cybersecurity
Threat Modeling
Apply
Manager - SOC
5 days agoRemote/Hybrid • Full-Time • 5+ years exp • Bachelor's Degree • Bengaluru
PowerShell
Python
Node JS
JavaScript
Commander.js
Cybersecurity
ISO 27001
MITRE ATT&CK
PCI DSS
Apply
Application Support Analyst (SQL-focused )
6 days agoRemote/Hybrid • Full-Time • 6+ years exp • Cape Town
SQL
Oracle
Apply
Oracle DBA III
6 days agoIn office • Full-Time • 5+ years exp • Bachelor's Degree • Bengaluru
SQL
Oracle
DevOps
Amazon EC2
AWS
Azure
Incident Management
Windows Server
Management
Jira
Apply
Director - Product Management
8 days agoRemote/Hybrid • Full-Time • 10+ years exp • Bachelor's Degree • London
Apply
Apply
Solution Analyst
9 days agoRemote/Hybrid • Full-Time • Bachelor's Degree • Cape Town
Power BI
Marketing
Salesforce
Apply
Support Analyst III
12 days agoIn office • Full-Time • Manila
SQL
SLI/SLO/SLA
Management
Jira
Marketing
Zendesk
Apply
Apply
Financial Analyst
13 days agoRemote/Hybrid • Full-Time • 3+ years exp • Bachelor's Degree • Manila
SQL
Power BI
Apply
Application Support Analyst
14 days agoRemote/Hybrid • Manila
SQL
SLI/SLO/SLA
Management
Jira
Marketing
Zendesk
Apply
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