Impact Analytics
Supply Chain AI · Predictive Analytics

Impact Analytics tech stack

Impact Analytics builds mostly with Python, SQL, JavaScript, C++. Its stack also includes GCP, Kubernetes, PostgreSQL, React.js. Python is named in 28 of the 40 job postings Impact Analytics published in the last 12 months (70%). Counted by Alion from the job postings of Impact Analytics, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
193
Postings analysed
40
Open now
17
Modernity
84 /100
New in 6 months
8

What programming languages does Impact Analytics use?

Python is named in 70% of job postings at Impact Analytics, followed by SQL (35%), JavaScript (25%), C++ (23%).

Python 28 70% required in 100% · 12 open now · since Mar 2026
SQL 14 35% required in 100% · 7 open now · since Mar 2026
JavaScript 10 25% required in 70% · 3 open now · since Jul 2026
C++ 9 23% required in 100% · 5 open now · since Aug 2026
Go 5 13% required in 100% · 3 open now · since Jul 2026
Java 5 13% required in 100% · 3 open now · since Aug 2026
TypeScript 4 10% required in 100% · 1 open now · since Aug 2026
Rust 3 8% required in 100% · 2 open now · since Sep 2026
Show all (12)
Node JS2
Bash1
Kotlin1
PowerShell1

What frameworks and libraries does Impact Analytics use?

React.js is named in 18% of job postings at Impact Analytics, followed by Playwright (15%), Selenium (13%), Django (10%).

React.js 7 18% required in 86% · 2 open now · since Jul 2026
Playwright 6 15% required in 83% · 3 open now · since Mar 2026
Selenium 5 13% required in 80% · 3 open now · since Mar 2026
Django 4 10% required in 100% · 1 open now · since Jul 2026
FastAPI 3 8% required in 100% · 1 open now · since Aug 2026
Flask 3 8% required in 100% · 1 open now · since Aug 2026
Hadoop 3 8% required in 100% · since Sep 2026
LlamaIndex 3 8% required in 100% · 1 open now · since Aug 2026
Show all (36)
PyTorch3
LangChain3
AutoGen2
CrewAI2
Cypress2
FAISS2
Jest2
LangGraph2
Pytest2
TensorFlow2
Appium1
DSPy1
DeepEval1
Espresso1
Hibernate1
Jetpack Compose1
Metasploit1
NumPy1
Pandas1
Pydantic1
Ragas1
Redux1
Scikit-learn1
pgvector1
Next.js1
Room1
Transformers1
WorkManager1

What databases does Impact Analytics use?

PostgreSQL is named in 23% of job postings at Impact Analytics, followed by Pinecone (8%), Cassandra (5%), Milvus (5%).

PostgreSQL 9 23% required in 89% · 3 open now · since Aug 2026
Pinecone 3 8% required in 100% · 1 open now · since Aug 2026
Cassandra 2 5% required in 100% · since Sep 2026
Milvus 2 5% required in 100% · 1 open now · since Oct 2026
MySQL 2 5% required in 100% · 1 open now · since Oct 2026
Redis 2 5% required in 100% · 1 open now · since Oct 2026
Snowflake 2 5% required in 100% · 1 open now · since Jul 2026
Weaviate 2 5% required in 100% · 1 open now · since Oct 2026
Show all (13)
ElasticSearch1
Qdrant1
Amazon Neptune1
Google BigQuery1
Neo4j1

What cloud and platforms does Impact Analytics use?

GCP is named in 40% of job postings at Impact Analytics, followed by Kubernetes (33%), AWS (23%), Linux (18%).

GCP 16 40% required in 81% · 7 open now · since Jul 2026
Kubernetes 13 33% required in 62% · 7 open now · since Jul 2026
AWS 9 23% required in 100% · 2 open now · since Jul 2026
Linux 7 18% required in 29% · 3 open now · since Aug 2026
Azure 6 15% required in 100% · 2 open now · since Jul 2026
Grafana 5 13% required in 100% · 2 open now · since Jul 2026
Spark 5 13% required in 100% · 2 open now · since Sep 2026
Postman 5 13% optional · 3 open now · since Mar 2026
Show all (47)
Datadog4
GitHub Actions4
Vertex AI4
Amazon SageMaker3
Hugging Face3
OpenAI3
Apache Kafka3
GitHub3
Unix3
AWS Bedrock2
Amazon EKS2
Azure AKS2
Databricks2
GitLab CI2
Google GKE2
RabbitMQ2
Snyk2
Splunk2
Windows2
Amazon CloudWatch1
Android SDK1
Anthropic1
Arize Phoenix1
Azure DevOps1
Burp Suite1
GitLab1
Istio1
Kubeflow1
LangSmith1
Langfuse1
Linkerd1
MLFlow1

And 7 more, each named in fewer postings.

What developer tools does Impact Analytics use?

Docker is named in 38% of job postings at Impact Analytics, followed by Rest API (28%), Git (15%), JMeter (15%).

Docker 15 38% required in 47% · 8 open now · since Jul 2026
Rest API 11 28% required in 100% · 5 open now · since Jul 2026
Git 6 15% required in 67% · 2 open now · since Aug 2026
JMeter 6 15% required in 67% · 4 open now · since Mar 2026
Prometheus 5 13% required in 100% · 2 open now · since Jul 2026
Helm 3 8% required in 100% · 1 open now · since Jul 2026
Terraform 3 8% required in 100% · 1 open now · since Jul 2026
gRPC 3 8% required in 100% · 2 open now · since Jul 2026
Show all (29)
Ansible3
Jenkins3
ArgoCD2
CloudFormation2
HashiCorp Vault2
Pulumi2
Semantic Kernel2
Trivy2
Insomnia2
Bicep1
GraphQL1
Locust1
Model Context Protocol1
Nessus1
Nikto1
Nmap1
Promptfoo1
SQLmap1
Wireshark1
A2A1
AWX1

What AI and ML technologies does Impact Analytics use?

LLM is named in 10% of job postings at Impact Analytics, followed by Gemini (8%), Llama (5%), AWQ (3%).

LLM 4 10% required in 75% · 1 open now · since Sep 2026
Gemini 3 8% required in 100% · 1 open now · since Aug 2026
Llama 2 5% required in 50% · since Aug 2026
AWQ 1 3% required in 100% · since Oct 2026
Claude 1 3% required in 100% · since Aug 2026
GPTQ 1 3% required in 100% · since Oct 2026
LoRA 1 3% required in 100% · since Oct 2026
PEFT 1 3% required in 100% · since Oct 2026
Show all (14)
Phi1
QLoRA1
Qwen1
VLM1
Gemma1
LLaVA1

Which engineering practices does Impact Analytics ask for?

AI Agents is named in 85% of job postings at Impact Analytics, followed by CI/CD (50%), Machine Learning (15%), Incident Management (10%).

AI Agents 34 85% required in 100% · 15 open now · since Mar 2026
CI/CD 20 50% required in 95% · 8 open now · since Mar 2026
Machine Learning 6 15% required in 100% · 4 open now · since Sep 2026
Incident Management 4 10% required in 100% · 2 open now · since Jul 2026
RAG 4 10% required in 100% · 1 open now · since Aug 2026
Fine-tuning 3 8% required in 100% · 1 open now · since Aug 2026
ETL/ELT 3 8% required in 67% · 1 open now · since Sep 2026
Hallucination 3 8% required in 67% · 1 open now · since Sep 2026
Show all (41)
IAM3
Offline-First3
FinOps2
Function Calling2
LLM Guardrails2
Prompt Engineering2
Service Mesh2
State Management2
Clean Architecture1
Computer Vision1
Configuration Management1
Context Engineering1
Dependency Injection1
Embeddings1
Feature Store1
GraphRAG1
Human-in-the-Loop1
KV Cache1
Knowledge Graph1
LLMOps1
MVI1
MVVM1
Modularization1
Multimodal AI1
OCR1
RLAIF1
RLHF1
SFT1
SRE1
Semantic Search1
Speculative Decoding1
Structured Outputs1

And 1 more, each named in fewer postings.

What other technologies does Impact Analytics use?

Kotlin Coroutines is named in 3% of job postings at Impact Analytics.

Kotlin Coroutines 1 3% optional · since Sep 2026

What does each Impact Analytics team work with?

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

Backend

12 postings
Python7
C++6
Rest API6
Go5
Django3
Kubernetes3

QA

6 postings
Python5
SQL5
JMeter4
Playwright4
Selenium4
Cypress2

AI/ML

4 postings
Python4
AWS3
Azure3
Gemini3
Hugging Face3
LlamaIndex3

DevOps

4 postings
GCP4
AWS3
Docker3
GitHub Actions3
Grafana3
Helm3

Leadership

3 postings
C++3
GCP3
Java3
PostgreSQL3
Python3
SQL3

Industrial Engineering

3 postings
AWS2
Python2

See the open roles

How does your stack fit Impact Analytics?

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

How is the Impact Analytics 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
LLM GuardrailsOct 2026
MilvusOct 2026
WeaviateOct 2026
UnixOct 2026
MySQLOct 2026
RabbitMQOct 2026
RedisOct 2026
SplunkOct 2026

How modern is the Impact Analytics stack?

Cutting-edge AI adopter 84/100

Impact Analytics scores 84 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: 14; legacy ones: 0.

How common is the Impact Analytics stack in its industry?

Share of the 360 companies in the same industries, whose stack Alion knows, that use each technology.

Python63%
GCP34%
SQL55%
Kubernetes31%
JavaScript49%
AWS41%
C++13%
PostgreSQL33%
Linux21%
React.js34%

What sets Impact Analytics apart

Vertex AI4%
Amazon SageMaker4%
LlamaIndex4%
Pinecone4%

Questions about the Impact Analytics tech stack

What programming languages does Impact Analytics use?

The languages named in Impact Analytics job postings are Python (70%), SQL (35%), JavaScript (25%), C++ (23%), Go (13%), as a share of the 40 postings of the last 12 months.

Does Impact Analytics use React.js?

Yes. React.js is named in 7 of 40 job postings (18%) and required in 6 of them.

What cloud and platforms does Impact Analytics use?

The cloud and platforms named in Impact Analytics job postings are GCP (16), Kubernetes (13), AWS (9) (postings in brackets).

What skills do you need for a Backend job at Impact Analytics?

Backend postings at Impact Analytics most often require Python (7), C++ (6), Rest API (6), Go (5), out of 12 postings in the last 12 months.

Is the Impact Analytics tech stack changing?

Yes. LLM Guardrails, Milvus, Weaviate, Unix first appeared in Impact Analytics job postings in the last six months.

How modern is the Impact Analytics tech stack?

Impact Analytics scores 84 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: 14; legacy ones: 0.

How does Alion know the Impact Analytics tech stack?

Alion reads every job posting Impact Analytics publishes and tags the technologies each one names. The figures on this page count the 40 postings of the last 12 months and were updated on Nov 12, 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, "Impact Analytics tech stack: 193 technologies from 40 job postings", as of Nov 12, 2026. https://alion.io/company/impact-analytics/technologies

Licence: CC BY-SA 4.0JSON