Abacus Insights
Health Care · Health Data & Interoperability

Abacus Insights tech stack

Abacus Insights builds mostly with SQL, Python, TypeScript, Bash. Its stack also includes Databricks, Snowflake, AWS, OpenTelemetry. Databricks is named in 23 of the 31 job postings Abacus Insights published in the last 12 months (74%). Counted by Alion from the job postings of Abacus Insights, updated Nov 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 14, 2026
Technologies in use
105
Postings analysed
31
Open now
11
Modernity
81 /100
New in 6 months
8

What programming languages does Abacus Insights use?

SQL is named in 61% of job postings at Abacus Insights, followed by Python (58%), TypeScript (10%), Bash (6%).

SQL 19 61% required in 95% · 8 open now · since Jul 2026
Python 18 58% required in 83% · 6 open now · since May 2026
TypeScript 3 10% required in 100% · 1 open now · since Sep 2026
Bash 2 6% required in 100% · since Sep 2026
C# 1 3% required in 100% · since Oct 2026
Node JS 1 3% required in 100% · since Oct 2026
JavaScript 1 3% optional · since Oct 2026

What frameworks and libraries does Abacus Insights use?

OpenTelemetry is named in 6% of job postings at Abacus Insights, followed by PyTorch (6%), TensorFlow (6%), LangChain (6%).

OpenTelemetry 2 6% required in 100% · since May 2026
PyTorch 2 6% required in 100% · since Jul 2026
TensorFlow 2 6% required in 100% · since Jul 2026
LangChain 2 6% required in 50% · 1 open now · since Sep 2026
LangGraph 1 3% required in 100% · 1 open now · since Sep 2026
XGBoost 1 3% required in 100% · since Sep 2026

What databases does Abacus Insights use?

Snowflake is named in 71% of job postings at Abacus Insights, followed by Amazon DocumentDB (3%), Amazon Neptune (3%), Azure Cosmos DB (3%).

Snowflake 22 71% required in 100% · 9 open now · since May 2026
Amazon DocumentDB 1 3% required in 100% · since Oct 2026
Amazon Neptune 1 3% required in 100% · 1 open now · since Nov 2026
Azure Cosmos DB 1 3% required in 100% · since Oct 2026
Neo4j 1 3% required in 100% · 1 open now · since Nov 2026
Delta Lake 1 3% optional · since Sep 2026

What cloud and platforms does Abacus Insights use?

Databricks is named in 74% of job postings at Abacus Insights, followed by AWS (61%), Azure (39%), Kubernetes (32%).

Databricks 23 74% required in 100% · 9 open now · since May 2026
AWS 19 61% required in 100% · 6 open now · since May 2026
Azure 12 39% required in 100% · 4 open now · since May 2026
Kubernetes 10 32% required in 100% · 2 open now · since May 2026
Spark 7 23% required in 57% · 3 open now · since May 2026
Amazon EKS 6 19% required in 100% · 2 open now · since May 2026
GCP 6 19% required in 83% · 3 open now · since May 2026
Power BI 6 19% required in 83% · 5 open now · since Jul 2026
Show all (32)
Tableau6
GitLab5
Grafana4
AWS Lambda3
Amazon CloudWatch3
Datadog3
GitLab CI3
Linux3
MLFlow3
Azure AKS2
Azure DevOps2
GitHub2
GitHub Actions2
.NET1
AWS Bedrock1
AWS Fargate1
Amazon EC21
Amazon ECS1
Google GKE1
Microsoft Entra ID1
OpenAI1
OpenShift1
Replit1
Splunk1

What developer tools does Abacus Insights use?

FHIR is named in 26% of job postings at Abacus Insights, followed by Terraform (23%), Model Context Protocol (23%), Docker (16%).

FHIR 8 26% required in 100% · 4 open now · since May 2026
Terraform 7 23% required in 100% · 2 open now · since May 2026
Model Context Protocol 7 23% required in 86% · 3 open now · since Jul 2026
Docker 5 16% required in 100% · since May 2026
Prometheus 5 16% required in 80% · since May 2026
Jenkins 4 13% required in 100% · since May 2026
HL7 3 10% required in 100% · 2 open now · since Oct 2026
pySpark 3 10% required in 100% · 2 open now · since Jul 2026
Show all (23)
Bicep2
CloudFormation2
Helm2
Travis CI2
A2A1
Checkov1
Copilot1
Cursor1
External Secrets1
Git1
Gitleaks1
Microsoft Excel1
Rest API1
Suricata1
Cortex1

What AI and ML technologies does Abacus Insights use?

LLM is named in 13% of job postings at Abacus Insights, followed by Claude (6%), ChatGPT (3%).

LLM 4 13% required in 100% · 1 open now · since Jul 2026
Claude 2 6% required in 100% · 2 open now · since Oct 2026
ChatGPT 1 3% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Abacus Insights ask for?

CI/CD is named in 45% of job postings at Abacus Insights, followed by AI Agents (29%), ETL/ELT (26%), Incident Management (16%).

CI/CD 14 45% required in 100% · 4 open now · since May 2026
AI Agents 9 29% required in 100% · 4 open now · since Jul 2026
ETL/ELT 8 26% required in 100% · 3 open now · since Jul 2026
Incident Management 5 16% required in 100% · since May 2026
RAG 5 16% required in 80% · 1 open now · since Jul 2026
Agentic Workflows 4 13% required in 75% · 1 open now · since Jul 2026
LLM Evaluation 4 13% required in 75% · 1 open now · since Jul 2026
Configuration Management 3 10% required in 100% · 1 open now · since Jul 2026
Show all (28)
Fine-tuning3
Blue-Green Deployment2
Function Calling2
IAM2
Machine Learning2
Pre-training2
Progressive Delivery2
Self-Healing2
Trunk-Based Development2
DNS1
Embeddings1
FinOps1
GitOps1
Hallucination1
Knowledge Graph1
LLM Guardrails1
Master Data Management1
Multi-Agent Systems1
Platform Engineering1
SRE1

What does each Abacus Insights team work with?

The technologies each team's postings require most often, with the number of postings that require them.

Analytics

5 postings
SQL5
Databricks3
Power BI3
Snowflake3
Tableau3

Solutions

5 postings
Databricks5
Snowflake5
AWS4
AWS Lambda3
Amazon EKS3
Kubernetes3

Data Science

4 postings
Databricks4
SQL4
Snowflake4
AWS3
Azure3

AI/ML

4 postings
Databricks4
Python4
LLM3
Model Context Protocol3
SQL3
Snowflake3

DevOps

4 postings
AWS4
Docker4
Jenkins4
Kubernetes4
Terraform4
Azure3

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How is the Abacus Insights 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
ClaudeOct 2026
HL7Oct 2026
Function CallingSep 2026
BashSep 2026
Travis CISep 2026
TypeScriptSep 2026
Azure AKSSep 2026
MLFlowSep 2026

How modern is the Abacus Insights stack?

Cutting-edge AI adopter 81/100

Abacus Insights scores 81 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 Abacus Insights stack in its industry?

Share of the 754 companies in the same industries, whose stack Alion knows, that use each technology.

Databricks10%
Snowflake13%
AWS30%
SQL43%
Python39%
Azure27%
Kubernetes21%
Spark10%
Amazon EKS6%
GCP21%

What sets Abacus Insights apart

Amazon CloudWatch4%
MLFlow3%

Questions about the Abacus Insights tech stack

What programming languages does Abacus Insights use?

The languages named in Abacus Insights job postings are SQL (61%), Python (58%), TypeScript (10%), Bash (6%), C# (3%), as a share of the 31 postings of the last 12 months.

Does Abacus Insights use OpenTelemetry?

Yes. OpenTelemetry is named in 2 of 31 job postings (6%) and required in 2 of them.

What cloud and platforms does Abacus Insights use?

The cloud and platforms named in Abacus Insights job postings are Databricks (23), AWS (19), Azure (12) (postings in brackets).

What skills do you need for a Analytics job at Abacus Insights?

Analytics postings at Abacus Insights most often require SQL (5), Databricks (3), Power BI (3), Snowflake (3), out of 5 postings in the last 12 months.

Is the Abacus Insights tech stack changing?

Yes. Claude, HL7, Function Calling, Bash first appeared in Abacus Insights job postings in the last six months.

How modern is the Abacus Insights tech stack?

Abacus Insights scores 81 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 Abacus Insights tech stack?

Alion reads every job posting Abacus Insights publishes and tags the technologies each one names. The figures on this page count the 31 postings of the last 12 months and were updated on Nov 14, 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, "Abacus Insights tech stack: 105 technologies from 31 job postings", as of Nov 14, 2026. https://alion.io/company/abacus-insights/technologies

Licence: CC BY-SA 4.0JSON