Integrant
AI Consulting & Integration · Web Development Services

Integrant tech stack

Integrant builds mostly with Python, SQL, Java, C#. Its stack also includes Azure, AWS, AutoGen, CrewAI. Azure is named in 16 of the 40 job postings Integrant published in the last 12 months (40%). Counted by Alion from the job postings of Integrant, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
194
Postings analysed
40
Open now
30
Modernity
83 /100
New in 6 months
8

What programming languages does Integrant use?

Python is named in 38% of job postings at Integrant, followed by SQL (28%), Java (15%), C# (13%).

Python 15 38% required in 60% · 11 open now · since Jun 2025
SQL 11 28% required in 91% · 9 open now · since Mar 2021
Java 6 15% required in 100% · 6 open now · since Apr 2026
C# 5 13% required in 100% · 5 open now · since Mar 2021
JavaScript 4 10% required in 25% · 4 open now · since Mar 2021
TypeScript 4 10% required in 25% · 4 open now · since Mar 2021
Bash 3 8% required in 67% · 3 open now · since Jun 2025
C 2 5% required in 50% · 1 open now · since Jul 2026
Show all (14)
Kotlin2
PowerShell2
C++1
LookML1
Scala1
Node JS1

What frameworks and libraries does Integrant use?

AutoGen is named in 15% of job postings at Integrant, followed by CrewAI (15%), LangGraph (15%), LangChain (15%).

AutoGen 6 15% required in 100% · 6 open now · since Mar 2026
CrewAI 6 15% required in 100% · 6 open now · since Mar 2026
LangGraph 6 15% required in 100% · 6 open now · since Mar 2026
LangChain 6 15% required in 50% · 6 open now · since Mar 2026
LlamaIndex 5 13% required in 100% · 5 open now · since Mar 2026
PyTorch 5 13% required in 100% · 4 open now · since Apr 2026
NCCL 4 10% required in 100% · 2 open now · since Apr 2026
Angular 3 8% required in 100% · 3 open now · since Mar 2021
Show all (37)
FastAPI3
Keras3
Scikit-learn3
Selenium3
Streamlit3
TensorFlow3
TestNG3
CUDA2
Entity Framework Core2
MPI2
React.js2
Spring Framework2
cuDNN2
Mockito2
ASP.NET Core1
DeepSpeed1
InversifyJS1
JQuery1
ONNX Runtime1
OpenAI Agents SDK1
OpenTelemetry1
Pydantic1
TensorRT-LLM1
Triton1
Unity1
Zod1
Hadoop1
Megatron-LM1
NVIDIA NeMo1

What databases does Integrant use?

Snowflake is named in 10% of job postings at Integrant, followed by Chroma (8%), Milvus (8%), Pinecone (8%).

Snowflake 4 10% required in 100% · 3 open now · since Mar 2024
Chroma 3 8% required in 100% · 3 open now · since Jun 2026
Milvus 3 8% required in 100% · 3 open now · since Jun 2026
Pinecone 3 8% required in 100% · 3 open now · since Jun 2026
Weaviate 3 8% required in 100% · 3 open now · since Jun 2026
Amazon Redshift 2 5% required in 100% · 2 open now · since Mar 2026
Azure Cosmos DB 2 5% required in 100% · 1 open now · since Mar 2024
Delta Lake 2 5% required in 100% · 2 open now · since Jul 2026
Show all (20)
MS SQL2
Apache Hudi1
Apache Iceberg1
Azure SQL Database1
Cassandra1
DynamoDB1
Google BigQuery1
MySQL1
PostgreSQL1
Redis1
Teradata1
Trino1

What cloud and platforms does Integrant use?

Azure is named in 40% of job postings at Integrant, followed by AWS (35%), Linux (25%), Kubernetes (25%).

Azure 16 40% required in 75% · 13 open now · since Mar 2024
AWS 14 35% required in 71% · 12 open now · since Jun 2025
Linux 10 25% required in 90% · 7 open now · since Jun 2025
Kubernetes 10 25% required in 60% · 7 open now · since Mar 2021
Databricks 7 18% required in 86% · 6 open now · since Mar 2024
GCP 7 18% required in 57% · 7 open now · since Jun 2026
Amazon S3 6 15% required in 83% · 4 open now · since Mar 2026
MLFlow 6 15% required in 83% · 5 open now · since Apr 2026
Show all (48)
Power BI5
Spark5
Azure DevOps4
LangSmith4
Amazon SageMaker4
Vertex AI4
.NET3
SSAS3
Apache Kafka3
GitLab3
AWS Step Functions2
Active Directory2
Airflow2
Amazon Kinesis2
AWS Bedrock2
API Gateway1
Amazon EKS1
Arize Phoenix1
Azure AKS1
Collibra1
Copilot Studio1
GitHub Actions1
GitLab CI1
Istio1
Langfuse1
Looker1
Microsoft Entra ID1
Red Hat1
Snyk1
SonarQube1
Tableau1
Weights & Biases1

And 8 more, each named in fewer postings.

What developer tools does Integrant use?

Docker is named in 25% of job postings at Integrant, followed by Ansible (18%), InfiniBand (18%), Model Context Protocol (15%).

Docker 10 25% required in 60% · 9 open now · since Mar 2021
Ansible 7 18% required in 71% · 5 open now · since Jun 2025
InfiniBand 7 18% required in 71% · 4 open now · since Oct 2025
Model Context Protocol 6 15% required in 83% · 6 open now · since Mar 2026
SLURM 5 13% required in 100% · 3 open now · since Oct 2025
Jenkins 4 10% required in 75% · 4 open now · since Apr 2026
Azure Data Factory 3 8% required in 100% · 2 open now · since Mar 2024
SSIS 3 8% required in 100% · 2 open now · since Mar 2024
Show all (38)
Terraform3
Git3
Claude Code2
HashiCorp Vault2
OpenAI Codex2
TensorRT2
Triton Inference Server2
dbt2
AWS Glue1
Apache HTTP Server1
ArgoCD1
Cilium1
Cursor1
Docker Compose1
External Secrets1
Fluent Bit1
GraphQL1
Great Expectations1
Informatica1
Loki1
NVLink1
ONNX1
Prometheus1
Rest API1
Talend1
Thanos1
Vault1
WebSockets1
pySpark1
Copilot1

What AI and ML technologies does Integrant use?

LLM is named in 20% of job postings at Integrant, followed by LoRA (8%), PEFT (8%), ChatGPT (3%).

LLM 8 20% required in 100% · 7 open now · since Mar 2026
LoRA 3 8% required in 100% · 3 open now · since Jun 2026
PEFT 3 8% optional · 3 open now · since Jun 2026
ChatGPT 1 3% optional · 1 open now · since Apr 2026

Which engineering practices does Integrant ask for?

AI Agents is named in 50% of job postings at Integrant, followed by CI/CD (40%), HPC (35%), Machine Learning (35%).

AI Agents 20 50% required in 100% · 16 open now · since Oct 2025
CI/CD 16 40% required in 75% · 14 open now · since Mar 2021
HPC 14 35% required in 93% · 9 open now · since Oct 2025
Machine Learning 14 35% required in 93% · 12 open now · since Oct 2025
ETL/ELT 6 15% required in 83% · 5 open now · since Mar 2024
RAG 5 13% required in 100% · 5 open now · since Mar 2026
Dimensional Modeling 4 10% required in 100% · 3 open now · since Mar 2024
Prompt Engineering 4 10% required in 100% · 4 open now · since Jun 2026
Show all (33)
Fine-tuning4
LLM Guardrails4
BGP3
Embeddings3
Function Calling3
Semantic Search3
Dependency Injection3
IAM3
Knowledge Graph3
Reinforcement Learning3
Configuration Management2
GitOps2
Multi-Agent Systems2
OSPF2
SLI/SLO/SLA2
Clean Architecture1
Error Budget1
Human-in-the-Loop1
Hybrid Search1
Platform Engineering1
Quantization1
Service Mesh1
KV Cache1
Knowledge Distillation1
Model Distillation1

What does each Integrant team work with?

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

Data Science

6 postings
Azure6
Databricks5
AWS4
AutoGen4
CrewAI4
LLM4

Backend

5 postings
Docker4
SQL3
Angular2
C#2
Java2
React.js2

DevOps

5 postings
Linux5
Amazon S33
AWS2
Ansible2
Azure2
Kubernetes2

AI/ML

3 postings
LLM3
Python3
AutoGen2
CrewAI2
LangGraph2
LangSmith2

QA

3 postings
C#3
Java3
SQL3
Selenium3
TestNG3
.NET2

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How is the Integrant 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
AWS Step FunctionsOct 2026
AWS BedrockOct 2026
AirflowJul 2026
Delta LakeJul 2026
dbtJul 2026
Configuration ManagementJul 2026
MPIJul 2026
OSPFJul 2026
Rising
AI Agents21% → 75%
Machine Learning29% → 44%
Power BI7% → 19%
Falling
Python71% → 25%
Linux50% → 13%
InfiniBand36% → 0%
Azure57% → 25%
CI/CD50% → 19%
Ansible36% → 6%
AWS50% → 25%
HPC43% → 19%
Not named for 6 months
C#May 2026
JenkinsMay 2026
.NETMay 2026
SeleniumMay 2026
TestNGMay 2026
Dependency InjectionMay 2026
GitLabMay 2026
Entity Framework CoreMay 2026

How modern is the Integrant stack?

Cutting-edge AI adopter 83/100

Integrant 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 Integrant stack in its industry?

Share of the 8,757 companies in the same industries, whose stack Alion knows, that use each technology.

Azure34%
Python46%
AWS38%
SQL45%
Kubernetes31%
Linux26%
LLM24%
Databricks10%
GCP26%
Amazon S312%

What sets Integrant apart

AutoGen3%
CrewAI3%
Amazon SageMaker4%
LangSmith2%
NCCL0%
Vertex AI4%
Chroma1%
Keras1%
LoRA2%
Milvus2%

Questions about the Integrant tech stack

What programming languages does Integrant use?

The languages named in Integrant job postings are Python (38%), SQL (28%), Java (15%), C# (13%), JavaScript (10%), as a share of the 40 postings of the last 12 months.

Does Integrant use AutoGen?

Yes. AutoGen is named in 6 of 40 job postings (15%) and required in 6 of them.

What cloud and platforms does Integrant use?

The cloud and platforms named in Integrant job postings are Azure (16), AWS (14), Linux (10) (postings in brackets).

What skills do you need for a Data Science job at Integrant?

Data Science postings at Integrant most often require Azure (6), Databricks (5), AWS (4), AutoGen (4), out of 6 postings in the last 12 months.

Is the Integrant tech stack changing?

Yes. AWS Step Functions, AWS Bedrock, Airflow, Delta Lake first appeared in Integrant job postings in the last six months.

How modern is the Integrant tech stack?

Integrant 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 Integrant tech stack?

Alion reads every job posting Integrant 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 11, 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, "Integrant tech stack: 194 technologies from 40 job postings", as of Nov 11, 2026. https://alion.io/company/integrant/technologies

Licence: CC BY-SA 4.0JSON