Florence Healthcare tech stack

Florence Healthcare builds mostly with Python, SQL. Its stack also includes AWS, AWS Bedrock AgentCore, Snowflake, PostgreSQL. LLM is named in 3 of the 6 job postings Florence Healthcare published in the last 12 months (50%). Counted by Alion from the job postings of Florence Healthcare, updated Oct 18, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 18, 2026
Technologies in use
54
Postings analysed
6
Open now
4
Modernity
90 /100

What programming languages does Florence Healthcare use?

Python is named in 17% of job postings at Florence Healthcare, followed by SQL (17%).

Python 1 17% required in 100% · 1 open now · since Aug 2026
SQL 1 17% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does Florence Healthcare use?

LangChain is named in 17% of job postings at Florence Healthcare, followed by LangGraph (17%), PyTorch (17%), TensorFlow (17%).

LangChain 1 17% required in 100% · 1 open now · since Aug 2026
LangGraph 1 17% required in 100% · 1 open now · since Aug 2026
PyTorch 1 17% required in 100% · 1 open now · since Aug 2026
TensorFlow 1 17% required in 100% · 1 open now · since Aug 2026
pgvector 1 17% required in 100% · 1 open now · since Aug 2026

What databases does Florence Healthcare use?

Snowflake is named in 33% of job postings at Florence Healthcare, followed by PostgreSQL (33%), Amazon Aurora (17%), OpenSearch (17%).

Snowflake 2 33% required in 100% · 2 open now · since Aug 2026
PostgreSQL 2 33% required in 50% · 2 open now · since Aug 2026
Amazon Aurora 1 17% required in 100% · 1 open now · since Oct 2026
OpenSearch 1 17% required in 100% · 1 open now · since Aug 2026
Pinecone 1 17% required in 100% · 1 open now · since Aug 2026
Delta Lake 1 17% optional · 1 open now · since Oct 2026

What cloud and platforms does Florence Healthcare use?

AWS is named in 33% of job postings at Florence Healthcare, followed by AWS Bedrock AgentCore (33%), Apache Kafka (33%), AWS Bedrock (33%).

AWS 2 33% required in 100% · 2 open now · since Aug 2026
AWS Bedrock AgentCore 2 33% required in 100% · 1 open now · since Jun 2026
Apache Kafka 2 33% required in 100% · 2 open now · since Aug 2026
AWS Bedrock 2 33% required in 50% · 2 open now · since Aug 2026
Amazon SageMaker 2 33% required in 50% · 2 open now · since Aug 2026
AWS Lambda 1 17% required in 100% · 1 open now · since Oct 2026
Amazon S3 1 17% required in 100% · 1 open now · since Oct 2026
GCP 1 17% required in 100% · 1 open now · since Oct 2026
Show all (13)
Kubernetes1
MLFlow1
OpenAI1
Tableau1
Databricks1

What developer tools does Florence Healthcare use?

Model Context Protocol is named in 33% of job postings at Florence Healthcare, followed by Claude Code (17%), Copilot (17%), Cursor (17%).

Model Context Protocol 2 33% required in 100% · 2 open now · since Aug 2026
Claude Code 1 17% required in 100% · 1 open now · since Oct 2026
Copilot 1 17% required in 100% · 1 open now · since Oct 2026
Cursor 1 17% required in 100% · 1 open now · since Oct 2026
Docker 1 17% required in 100% · 1 open now · since Aug 2026
Git 1 17% required in 100% · 1 open now · since Oct 2026
Terraform 1 17% required in 100% · 1 open now · since Oct 2026
dbt 1 17% required in 100% · 1 open now · since Oct 2026

What AI and ML technologies does Florence Healthcare use?

LLM is named in 50% of job postings at Florence Healthcare, followed by Claude (17%), Gemini (17%).

LLM 3 50% required in 100% · 2 open now · since Jun 2026
Claude 1 17% required in 100% · 1 open now · since Aug 2026
Gemini 1 17% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Florence Healthcare ask for?

Prompt Engineering is named in 67% of job postings at Florence Healthcare, followed by Machine Learning (50%), RAG (50%), A/B Testing (33%).

Prompt Engineering 4 67% required in 100% · 2 open now · since Jun 2026
Machine Learning 3 50% required in 100% · 3 open now · since Aug 2026
RAG 3 50% required in 100% · 2 open now · since Jun 2026
A/B Testing 2 33% required in 100% · 1 open now · since Sep 2026
AI Agents 2 33% required in 100% · 2 open now · since Aug 2026
CI/CD 2 33% required in 100% · 2 open now · since Aug 2026
Embeddings 2 33% required in 100% · 1 open now · since Jun 2026
LLM Guardrails 2 33% required in 100% · 1 open now · since Jun 2026
Show all (17)
Agentic Workflows1
ETL/ELT1
Feature Store1
Function Calling1
IAM1
Master Data Management1
Platform Engineering1
Structured Outputs1
Tool Use1

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How modern is the Florence Healthcare stack?

Cutting-edge AI adopter 90/100

Florence Healthcare scores 90 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: 3; legacy ones: 0.

How common is the Florence Healthcare stack in its industry?

Share of the 48 companies in the same industries, whose stack Alion knows, that use each technology.

LLM46%
AWS69%
AWS Bedrock13%
AWS Bedrock AgentCore2%
Amazon SageMaker6%
Apache Kafka19%
PostgreSQL40%
Snowflake19%
AWS Lambda17%
Amazon Aurora2%

Questions about the Florence Healthcare tech stack

What programming languages does Florence Healthcare use?

The languages named in Florence Healthcare job postings are Python (17%), SQL (17%), as a share of the 6 postings of the last 12 months.

Does Florence Healthcare use AWS?

Yes. AWS is named in 2 of 6 job postings (33%) and required in 2 of them.

What cloud and platforms does Florence Healthcare use?

The cloud and platforms named in Florence Healthcare job postings are AWS (2), AWS Bedrock AgentCore (2), Apache Kafka (2) (postings in brackets).

Is the Florence Healthcare tech stack changing?

No new technology has appeared in Florence Healthcare job postings in the last six months.

How modern is the Florence Healthcare tech stack?

Florence Healthcare scores 90 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: 3; legacy ones: 0.

How does Alion know the Florence Healthcare tech stack?

Alion reads every job posting Florence Healthcare publishes and tags the technologies each one names. The figures on this page count the 6 postings of the last 12 months and were updated on Oct 18, 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, "Florence Healthcare tech stack: 54 technologies from 6 job postings", as of Oct 18, 2026. https://alion.io/company/florencehealthcare/technologies

Licence: CC BY-SA 4.0JSON