Verista
Engineering Services · Healthcare & Life Sciences Consulting

Verista tech stack

Verista builds mostly with Python, SQL, Apex. Its stack also includes Windows, AWS, Snowflake. Windows is named in 3 of the 58 job postings Verista published in the last 12 months (5%). Counted by Alion from the job postings of Verista, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
49
Postings analysed
58
Open now
31
Modernity
83 /100
New in 6 months
8

What programming languages does Verista use?

Python is named in 2% of job postings at Verista, followed by SQL (2%), Apex (2%).

Python 1 2% required in 100% · 1 open now · since Oct 2026
SQL 1 2% required in 100% · 1 open now · since Aug 2026
Apex 1 2% optional · 1 open now · since Oct 2026

What databases does Verista use?

Snowflake is named in 2% of job postings at Verista.

Snowflake 1 2% required in 100% · since Oct 2026

What cloud and platforms does Verista use?

Windows is named in 5% of job postings at Verista, followed by AWS (3%), Active Directory (3%), Linux (3%).

Windows 3 5% required in 100% · 1 open now · since Sep 2026
AWS 2 3% required in 100% · 1 open now · since Oct 2026
Active Directory 2 3% required in 100% · since Sep 2026
Linux 2 3% required in 100% · 1 open now · since Sep 2026
Azure 1 2% required in 100% · 1 open now · since Oct 2026
Databricks 1 2% required in 100% · since Oct 2026
GCP 1 2% required in 100% · 1 open now · since Oct 2026
Google Cloud Run 1 2% required in 100% · 1 open now · since Oct 2026
Show all (13)
Kubernetes1
Vertex AI1
Windows Server1
Agentforce1
Tableau1

What developer tools does Verista use?

Veeva is named in 10% of job postings at Verista, followed by Microsoft Excel (9%), LIMS (3%), Docker (2%).

Veeva 6 10% required in 83% · 4 open now · since Aug 2026
Microsoft Excel 5 9% required in 100% · 1 open now · since Jul 2026
LIMS 2 3% required in 100% · 1 open now · since Oct 2026
Docker 1 2% required in 100% · 1 open now · since Oct 2026
Matter 1 2% required in 100% · since Aug 2026
Model Context Protocol 1 2% required in 100% · 1 open now · since Oct 2026
Rest API 1 2% optional · 1 open now · since Oct 2026

What AI and ML technologies does Verista use?

Claude is named in 3% of job postings at Verista, followed by ChatGPT (2%), Gemini (2%), LLM (2%).

Claude 2 3% required in 100% · since Sep 2026
ChatGPT 1 2% required in 100% · since Sep 2026
Gemini 1 2% required in 100% · 1 open now · since Oct 2026
LLM 1 2% required in 100% · since Oct 2026

Which engineering practices does Verista ask for?

GMP is named in 64% of job postings at Verista, followed by CAPA (9%), ISO 14971 (9%), Chromatography (9%).

GMP 37 64% required in 92% · 21 open now · since Jan 2025
CAPA 5 9% required in 100% · 4 open now · since Oct 2026
ISO 14971 5 9% required in 100% · 1 open now · since Mar 2026
Chromatography 5 9% required in 80% · 2 open now · since Mar 2026
AI Agents 3 5% required in 100% · 1 open now · since Sep 2026
ISO 13485 3 5% required in 100% · 2 open now · since Sep 2026
21 CFR Part 11 2 3% required in 100% · 2 open now · since Aug 2026
21 CFR Part 820 2 3% required in 100% · 2 open now · since Sep 2026
Show all (21)
DNS2
FMEA2
Incident Management2
Bioreactors2
Cell Culture2
CI/CD1
Design History File1
HPLC1
Human-in-the-Loop1
IAM1
Machine Learning1
RAG1
Single-Cell Sequencing1

How does your stack fit Verista?

Sign in to compare your skills with this stack and see which open roles fit you.
Sign In

How is the Verista 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
FMEAOct 2026
CAPAOct 2026
LIMSOct 2026
Incident ManagementOct 2026
AWSOct 2026
ISO 13485Sep 2026
21 CFR Part 820Sep 2026
AI AgentsSep 2026

How modern is the Verista stack?

Cutting-edge AI adopter 83/100

Verista scores 83 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: 4; legacy ones: 0.

How common is the Verista stack in its industry?

Share of the 1,903 companies in the same industries, whose stack Alion knows, that use each technology.

Windows25%
AWS22%
Active Directory12%
Claude7%
Linux22%
Agentforce1%
Apex2%
Azure25%
ChatGPT5%
Databricks7%

Questions about the Verista tech stack

What programming languages does Verista use?

The languages named in Verista job postings are Python (2%), SQL (2%), Apex (2%), as a share of the 58 postings of the last 12 months.

Does Verista use Windows?

Yes. Windows is named in 3 of 58 job postings (5%) and required in 3 of them.

What cloud and platforms does Verista use?

The cloud and platforms named in Verista job postings are Windows (3), AWS (2), Active Directory (2) (postings in brackets).

Is the Verista tech stack changing?

Yes. FMEA, CAPA, LIMS, Incident Management first appeared in Verista job postings in the last six months.

How modern is the Verista tech stack?

Verista scores 83 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: 4; legacy ones: 0.

How does Alion know the Verista tech stack?

Alion reads every job posting Verista publishes and tags the technologies each one names. The figures on this page count the 58 postings of the last 12 months and were updated on Nov 13, 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, "Verista tech stack: 49 technologies from 58 job postings", as of Nov 13, 2026. https://alion.io/company/verista/technologies

Licence: CC BY-SA 4.0JSON