Welltower tech stack

Welltower builds mostly with Python, SQL, MATLAB, Apex. Its stack also includes Power BI, Snowflake, AWS, MS SQL. Python is named in 6 of the 17 job postings Welltower published in the last 12 months (35%). Counted by Alion from the job postings of Welltower, updated Oct 5, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 5, 2026
Technologies in use
34
Postings analysed
17
Open now
17
Modernity
76 /100
New in 6 months
8

What programming languages does Welltower use?

Python is named in 35% of job postings at Welltower, followed by SQL (18%), MATLAB (12%), Apex (6%).

Python 6 35% required in 67% · 6 open now · since Sep 2026
SQL 3 18% required in 33% · 3 open now · since Sep 2026
MATLAB 2 12% required in 100% · 2 open now · since Oct 2026
Apex 1 6% optional · 1 open now · since Oct 2026
JavaScript 1 6% optional · 1 open now · since Sep 2026
Node JS 1 6% optional · 1 open now · since Sep 2026
TypeScript 1 6% optional · 1 open now · since Sep 2026

What frameworks and libraries does Welltower use?

Nest.JS is named in 6% of job postings at Welltower.

Nest.JS 1 6% optional · 1 open now · since Sep 2026

What databases does Welltower use?

Snowflake is named in 18% of job postings at Welltower, followed by MS SQL (6%), PostgreSQL (6%).

Snowflake 3 18% required in 67% · 3 open now · since Sep 2026
MS SQL 1 6% required in 100% · 1 open now · since Oct 2026
PostgreSQL 1 6% optional · 1 open now · since Sep 2026

What cloud and platforms does Welltower use?

Power BI is named in 35% of job postings at Welltower, followed by AWS (12%), Datadog (12%), Tableau (12%).

Power BI 6 35% required in 50% · 6 open now · since Aug 2026
AWS 2 12% required in 50% · 2 open now · since Sep 2026
Datadog 2 12% optional · 2 open now · since Sep 2026
Tableau 2 12% optional · 2 open now · since Oct 2026
Okta 1 6% required in 100% · 1 open now · since Sep 2026
GitLab 1 6% optional · 1 open now · since Sep 2026
MuleSoft 1 6% optional · 1 open now · since Oct 2026

What developer tools does Welltower use?

Microsoft Excel is named in 24% of job postings at Welltower, followed by Alteryx (24%), Git (12%), Terraform (12%).

Microsoft Excel 4 24% required in 100% · 4 open now · since Apr 2026
Alteryx 4 24% required in 50% · 4 open now · since Sep 2026
Git 2 12% optional · 2 open now · since Sep 2026
Terraform 2 12% optional · 2 open now · since Sep 2026
Adobe Photoshop 1 6% required in 100% · 1 open now · since Sep 2026
AutoCAD 1 6% required in 100% · 1 open now · since Sep 2026
Rest API 1 6% required in 100% · 1 open now · since Oct 2026
Pulumi 1 6% optional · 1 open now · since Sep 2026
Show all (10)
dbt1
gRPC1

What AI and ML technologies does Welltower use?

LLM is named in 6% of job postings at Welltower.

LLM 1 6% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Welltower ask for?

Machine Learning is named in 12% of job postings at Welltower, followed by CI/CD (12%), ETL/ELT (12%), SOAP (6%).

Machine Learning 2 12% required in 100% · 2 open now · since Oct 2026
CI/CD 2 12% required in 50% · 2 open now · since Sep 2026
ETL/ELT 2 12% required in 50% · 2 open now · since Sep 2026
SOAP 1 6% required in 100% · 1 open now · since Oct 2026
Time Series Forecasting 1 6% required in 100% · 1 open now · since Sep 2026

How does your stack fit Welltower?

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How is the Welltower stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

First appeared
MATLABOct 2026
Machine LearningOct 2026
TableauOct 2026
SnowflakeSep 2026
SQLSep 2026
AWSSep 2026
CI/CDSep 2026
ETL/ELTSep 2026

How modern is the Welltower stack?

Cutting-edge AI adopter 76/100

Welltower scores 76 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How common is the Welltower stack in its industry?

Share of the 1,031 companies in the same industries, whose stack Alion knows, that use each technology.

Power BI15%
Python25%
SQL25%
Snowflake6%
AWS17%
Datadog3%
MATLAB1%
Tableau7%
Apex2%
GitLab3%

Questions about the Welltower tech stack

What programming languages does Welltower use?

The languages named in Welltower job postings are Python (35%), SQL (18%), MATLAB (12%), Apex (6%), JavaScript (6%), as a share of the 17 postings of the last 12 months.

Does Welltower use Power BI?

Yes. Power BI is named in 6 of 17 job postings (35%) and required in 3 of them.

What cloud and platforms does Welltower use?

The cloud and platforms named in Welltower job postings are Power BI (6), AWS (2), Datadog (2) (postings in brackets).

Is the Welltower tech stack changing?

Yes. MATLAB, Machine Learning, Tableau, Snowflake first appeared in Welltower job postings in the last six months.

How modern is the Welltower tech stack?

Welltower scores 76 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How does Alion know the Welltower tech stack?

Alion reads every job posting Welltower publishes and tags the technologies each one names. The figures on this page count the 17 postings of the last 12 months and were updated on Oct 5, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "Welltower tech stack: 34 technologies from 17 job postings", as of Oct 5, 2026. https://alion.io/company/welltower-com/technologies

Licence: CC BY-SA 4.0JSON