Integrant tech stack

Integrant builds mostly with Python, SQL, C#, Java. Its stack also includes Azure, AWS, PyTorch, AutoGen. Azure is named in 12 of the 32 job postings Integrant published in the last 12 months (38%). Counted by Alion from the job postings of Integrant, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
157
Postings analysed
32
Open now
26
Modernity
83 /100
New in 6 months
8

What programming languages does Integrant use?

Python is named in 34% of job postings at Integrant, followed by SQL (31%), C# (16%), Java (16%).

Python 11 34% required in 64% · 9 open now · since Apr 2025
SQL 10 31% required in 100% · 9 open now · since Mar 2021
C# 5 16% required in 100% · 5 open now · since Mar 2021
Java 5 16% required in 100% · 5 open now · since Apr 2026
Bash 3 9% required in 67% · 3 open now · since Apr 2025
JavaScript 3 9% required in 33% · 3 open now · since Mar 2021
TypeScript 3 9% optional · 3 open now · since Mar 2021
C 2 6% required in 50% · 1 open now · since Jul 2026
Show all (12)
Kotlin2
C++1
Node JS1
PowerShell1

What frameworks and libraries does Integrant use?

PyTorch is named in 16% of job postings at Integrant, followed by AutoGen (13%), CrewAI (13%), LangGraph (13%).

PyTorch 5 16% required in 100% · 5 open now · since Apr 2026
AutoGen 4 13% required in 100% · 4 open now · since Mar 2026
CrewAI 4 13% required in 100% · 4 open now · since Mar 2026
LangGraph 4 13% required in 100% · 4 open now · since Mar 2026
LlamaIndex 4 13% required in 100% · 4 open now · since Mar 2026
NCCL 4 13% required in 100% · 3 open now · since Apr 2026
LangChain 4 13% required in 75% · 4 open now · since Mar 2026
Angular 3 9% required in 100% · 3 open now · since Mar 2021
Show all (32)
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
TensorRT-LLM1
Triton1
Hadoop1
Megatron-LM1
NVIDIA NeMo1

What databases does Integrant use?

Chroma is named in 9% of job postings at Integrant, followed by Milvus (9%), Pinecone (9%), Snowflake (9%).

Chroma 3 9% required in 100% · 3 open now · since Jun 2026
Milvus 3 9% required in 100% · 3 open now · since Jun 2026
Pinecone 3 9% required in 100% · 3 open now · since Jun 2026
Snowflake 3 9% required in 100% · 2 open now · since Mar 2024
Weaviate 3 9% required in 100% · 3 open now · since Jun 2026
Amazon Redshift 1 3% required in 100% · 1 open now · since Mar 2026
Azure Cosmos DB 1 3% required in 100% · since Mar 2024
Azure SQL Database 1 3% required in 100% · since Mar 2024
Show all (13)
Delta Lake1
MS SQL1
MySQL1
PostgreSQL1
Redis1

What cloud and platforms does Integrant use?

Azure is named in 38% of job postings at Integrant, followed by AWS (31%), Linux (28%), Kubernetes (25%).

Azure 12 38% required in 83% · 10 open now · since Mar 2024
AWS 10 31% required in 80% · 9 open now · since Apr 2025
Linux 9 28% required in 100% · 6 open now · since Apr 2025
Kubernetes 8 25% required in 63% · 7 open now · since Mar 2021
Databricks 6 19% required in 83% · 5 open now · since Mar 2024
MLFlow 5 16% required in 100% · 5 open now · since Apr 2026
Amazon S3 5 16% required in 80% · 3 open now · since Mar 2026
GCP 4 13% required in 75% · 4 open now · since Jun 2026
Show all (36)
Spark4
.NET3
Amazon SageMaker3
Azure DevOps3
LangSmith3
Vertex AI3
GitLab3
Active Directory2
CUDA Toolkit2
SSAS2
Windows2
Apache Kafka2
Power BI2
API Gateway1
Airflow1
Amazon EKS1
Amazon Kinesis1
Azure AKS1
Istio1
Microsoft Entra ID1
Red Hat1
Snyk1
SonarQube1
Weights & Biases1
Grafana1
Microsoft Fabric1
NVIDIA NIM1
VMWare1

What developer tools does Integrant use?

Docker is named in 28% of job postings at Integrant, followed by InfiniBand (25%), Ansible (22%), SLURM (19%).

Docker 9 28% required in 67% · 8 open now · since Mar 2021
InfiniBand 8 25% required in 75% · 6 open now · since Oct 2025
Ansible 7 22% required in 71% · 5 open now · since Apr 2025
SLURM 6 19% required in 100% · 5 open now · since Oct 2025
Model Context Protocol 4 13% required in 100% · 4 open now · since Mar 2026
Jenkins 4 13% required in 75% · 4 open now · since Apr 2026
Terraform 3 9% required in 100% · 3 open now · since Apr 2025
Azure Data Factory 2 6% required in 100% · 1 open now · since Mar 2024
Show all (30)
Git2
SSIS2
TensorRT2
Triton Inference Server2
ArgoCD1
Cilium1
Claude Code1
Docker Compose1
External Secrets1
Fluent Bit1
HashiCorp Vault1
Loki1
NVLink1
ONNX1
OpenAI Codex1
Prometheus1
Thanos1
Vault1
WebSockets1
dbt1
pySpark1
Copilot1

What AI and ML technologies does Integrant use?

LLM is named in 19% of job postings at Integrant, followed by LoRA (9%), PEFT (9%), ChatGPT (3%).

LLM 6 19% required in 100% · 6 open now · since Mar 2026
LoRA 3 9% required in 100% · 3 open now · since Jun 2026
PEFT 3 9% 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 47% of job postings at Integrant, followed by HPC (41%), CI/CD (41%), Machine Learning (38%).

AI Agents 15 47% required in 100% · 13 open now · since Oct 2025
HPC 13 41% required in 92% · 10 open now · since Oct 2025
CI/CD 13 41% required in 77% · 13 open now · since Mar 2021
Machine Learning 12 38% required in 92% · 11 open now · since Oct 2025
ETL/ELT 5 16% required in 80% · 4 open now · since Mar 2024
RAG 4 13% required in 100% · 4 open now · since Mar 2026
BGP 3 9% required in 100% · 2 open now · since Apr 2026
Dimensional Modeling 3 9% required in 100% · 2 open now · since Mar 2024
Show all (30)
Embeddings3
Fine-tuning3
Function Calling3
GitOps3
Prompt Engineering3
SLI/SLO/SLA3
Semantic Search3
Semantic Search3
Tool Use3
Dependency Injection3
Knowledge Graph3
Reinforcement Learning3
Configuration Management2
OSPF2
Clean Architecture1
Error Budget1
IAM1
Multi-Agent Systems1
Platform Engineering1
Quantization1
Service Mesh1
KV Cache1

What does each Integrant team work with?

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

Backend

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

Data Science

5 postings
Azure5
Databricks4
AWS3
AutoGen3
CrewAI3
LLM3

DevOps

4 postings
Linux4
Amazon S33

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
Configuration ManagementJul 2026
MPIJul 2026
OSPFJul 2026
CJul 2026
Spring FrameworkJun 2026
GCPJun 2026
SparkJun 2026
Amazon SageMakerJun 2026
Rising
Ansible15% → 29%
Linux23% → 36%
Falling
CI/CD62% → 21%
C#31% → 0%
Jenkins31% → 0%
Java31% → 7%
PyTorch31% → 7%
Selenium23% → 0%
TestNG23% → 0%
Dependency Injection23% → 0%
Not named for 6 months
SSASMar 2026
SSISMar 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 3,358 companies in the same industries, whose stack Alion knows, that use each technology.

Azure40%
Python59%
AWS47%
SQL49%
Linux26%
Kubernetes39%
Databricks14%
LLM37%
Amazon S314%
C#20%

What sets Integrant apart

NCCL1%
Chroma2%
Keras2%
LangSmith4%
LoRA3%
Milvus3%
PEFT3%
Streamlit2%
TestNG2%

Questions about the Integrant tech stack

What programming languages does Integrant use?

The languages named in Integrant job postings are Python (34%), SQL (31%), C# (16%), Java (16%), Bash (9%), as a share of the 32 postings of the last 12 months.

Does Integrant use PyTorch?

Yes. PyTorch is named in 5 of 32 job postings (16%) and required in 5 of them.

What cloud and platforms does Integrant use?

The cloud and platforms named in Integrant job postings are Azure (12), AWS (10), Linux (9) (postings in brackets).

What skills do you need for a Backend job at Integrant?

Backend postings at Integrant most often require Docker (4), SQL (3), Angular (2), C# (2), out of 5 postings in the last 12 months.

Is the Integrant tech stack changing?

Yes. Configuration Management, MPI, OSPF, C 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 32 postings of the last 12 months and were updated on Sep 27, 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: 157 technologies from 32 job postings", as of Sep 27, 2026. https://alion.io/company/integrant/technologies

Licence: CC BY-SA 4.0JSON