Provectus tech stack

Provectus builds mostly with Python, TypeScript, Go, Rust. Its stack also includes Anthropic, AWS, Amazon Neptune, Neo4j. Anthropic is named in 51 of the 56 job postings Provectus published in the last 12 months (91%). Counted by Alion from the job postings of Provectus, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
84
Postings analysed
56
Open now
41
Modernity
88 /100
New in 6 months
8

What programming languages does Provectus use?

Python is named in 63% of job postings at Provectus, followed by TypeScript (48%), Go (34%), Rust (34%).

Python 35 63% required in 100% · 24 open now · since Apr 2026
TypeScript 27 48% required in 96% · 21 open now · since Apr 2026
Go 19 34% required in 5% · 13 open now · since Apr 2026
Rust 19 34% optional · 13 open now · since Apr 2026
JavaScript 8 14% required in 63% · 3 open now · since Jun 2026
SQL 7 13% required in 100% · 3 open now · since Jun 2026
Node JS 7 13% optional · 3 open now · since Jun 2026

What frameworks and libraries does Provectus use?

PyTorch is named in 20% of job postings at Provectus, followed by Django (13%), FastAPI (13%), Flask (13%).

PyTorch 11 20% optional · 8 open now · since Jul 2026
Django 7 13% required in 100% · 3 open now · since Jun 2026
FastAPI 7 13% required in 100% · 3 open now · since Jun 2026
Flask 7 13% required in 100% · 3 open now · since Jun 2026
React.js 7 13% required in 29% · 3 open now · since Jun 2026
Vue.js 7 13% required in 29% · 3 open now · since Jun 2026
Pytest 6 11% required in 100% · 3 open now · since Jun 2026
Gradio 6 11% optional · 3 open now · since Jun 2026
Show all (13)
Streamlit6
LangChain3
LangGraph3
OpenAI Agents SDK2
Dask1

What databases does Provectus use?

Amazon Neptune is named in 20% of job postings at Provectus, followed by Neo4j (20%).

Amazon Neptune 11 20% optional · 8 open now · since Jul 2026
Neo4j 11 20% optional · 8 open now · since Jul 2026

What cloud and platforms does Provectus use?

Anthropic is named in 91% of job postings at Provectus, followed by AWS (89%), GCP (75%), Amazon ECS (59%).

Anthropic 51 91% required in 98% · 37 open now · since Apr 2026
AWS 50 89% required in 98% · 36 open now · since Apr 2026
GCP 42 75% required in 88% · 30 open now · since Apr 2026
Amazon ECS 33 59% required in 100% · 21 open now · since Apr 2026
Azure 33 59% required in 85% · 25 open now · since Apr 2026
Kubernetes 29 52% required in 62% · 19 open now · since Apr 2026
AWS Bedrock 24 43% required in 96% · 14 open now · since Apr 2026
AWS Lambda 24 43% required in 96% · 14 open now · since Apr 2026
Show all (24)
Amazon S322
Amazon SageMaker22
OpenAI21
GitHub Actions20
GitLab CI20
Spark15
AWS Bedrock AgentCore13
Airflow13
MLFlow11
GitHub10
GitLab7
API Gateway2
AWS Step Functions2
Looker1
Power BI1
Tableau1

What developer tools does Provectus use?

Claude Code is named in 77% of job postings at Provectus, followed by Model Context Protocol (34%), Rest API (23%), CloudFormation (21%).

Claude Code 43 77% required in 93% · 29 open now · since Apr 2026
Model Context Protocol 19 34% required in 37% · 14 open now · since Apr 2026
Rest API 13 23% required in 23% · 13 open now · since Apr 2026
CloudFormation 12 21% required in 8% · 8 open now · since Jun 2026
Terraform 12 21% required in 8% · 8 open now · since Jun 2026
A2A 12 21% optional · 10 open now · since Apr 2026
AWS CDK 11 20% optional · 8 open now · since Jul 2026
Copilot 9 16% required in 100% · 3 open now · since May 2026
Show all (13)
Docker9
AgentOps8
Cursor6
Great Expectations1
AutoGPT1

What AI and ML technologies does Provectus use?

Claude is named in 79% of job postings at Provectus, followed by LLM (71%), ChatGPT (20%).

Claude 44 79% required in 93% · 30 open now · since Apr 2026
LLM 40 71% required in 95% · 28 open now · since Apr 2026
ChatGPT 11 20% optional · 8 open now · since Jul 2026

Which engineering practices does Provectus ask for?

AI Agents is named in 79% of job postings at Provectus, followed by CI/CD (55%), RAG (50%), Edge AI (45%).

AI Agents 44 79% required in 98% · 29 open now · since Apr 2026
CI/CD 31 55% required in 55% · 21 open now · since Apr 2026
RAG 28 50% required in 100% · 17 open now · since Apr 2026
Edge AI 25 45% required in 44% · 20 open now · since Jun 2026
Agentic Workflows 21 38% required in 62% · 20 open now · since Apr 2026
LLM Evaluation 20 36% required in 15% · 17 open now · since Apr 2026
Function Calling 11 20% required in 100% · 8 open now · since Apr 2026
Fine-tuning 11 20% optional · 8 open now · since Jul 2026
Show all (22)
Knowledge Distillation11
Clean Architecture8
Tool Use8
LLMOps8
NLP8
ETL/ELT7
Model Distillation7
Prompt Engineering6
LLM Guardrails5
Embeddings5
Computer Vision2
Time Series Forecasting2
Machine Learning1
Recommender Systems1

What does each Provectus team work with?

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

AI/ML

17 postings
AWS17
Amazon ECS16
Anthropic16
Claude16
Claude Code16
Python16

Solutions

13 postings
AWS13
Amazon ECS13
Anthropic13
GCP13
LLM13
Python13

Product

8 postings
AWS8
Anthropic8
Claude8
Claude Code8
Model Context Protocol7
LLM4

Management

8 postings
AWS8
Anthropic8
GCP8
Azure6
LLM6
Claude2

Marketing

3 postings
Claude Code3
Cursor3
Python3
TypeScript3

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How is the Provectus 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
Model DistillationJul 2026
AWS CDKJul 2026
Amazon NeptuneJul 2026
ChatGPTJul 2026
Fine-tuningJul 2026
Knowledge DistillationJul 2026
MLFlowJul 2026
Neo4jJul 2026

How modern is the Provectus stack?

Cutting-edge AI adopter 88/100

Provectus scores 88 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 Provectus stack in its industry?

Share of the 1,245 companies in the same industries, whose stack Alion knows, that use each technology.

Anthropic14%
AWS58%
Claude26%
GCP45%
LLM42%
Python66%
Amazon ECS12%
Azure61%
Kubernetes51%
TypeScript48%

What sets Provectus apart

AWS Bedrock AgentCore3%
Amazon Neptune2%
Gradio1%
Streamlit4%

Questions about the Provectus tech stack

What programming languages does Provectus use?

The languages named in Provectus job postings are Python (63%), TypeScript (48%), Go (34%), Rust (34%), JavaScript (14%), as a share of the 56 postings of the last 12 months.

Does Provectus use Django?

Yes. Django is named in 7 of 56 job postings (13%) and required in 7 of them.

What cloud and platforms does Provectus use?

The cloud and platforms named in Provectus job postings are Anthropic (51), AWS (50), GCP (42) (postings in brackets).

What skills do you need for a AI/ML job at Provectus?

AI/ML postings at Provectus most often require AWS (17), Amazon ECS (16), Anthropic (16), Claude (16), out of 17 postings in the last 12 months.

Is the Provectus tech stack changing?

Yes. Model Distillation, AWS CDK, Amazon Neptune, ChatGPT first appeared in Provectus job postings in the last six months.

How modern is the Provectus tech stack?

Provectus scores 88 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 Provectus tech stack?

Alion reads every job posting Provectus publishes and tags the technologies each one names. The figures on this page count the 56 postings of the last 12 months and were updated on Sep 26, 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, "Provectus tech stack: 84 technologies from 56 job postings", as of Sep 26, 2026. https://alion.io/company/provectus/technologies

Licence: CC BY-SA 4.0JSON