DoiT
Cloud Cost & Multi-Cloud Management · Cloud Consulting & Migration

DoiT tech stack

DoiT builds mostly with SQL, Go, Python, TypeScript. Its stack also includes AWS, GCP, Google BigQuery, Snowflake. AWS is named in 175 of the 183 job postings DoiT published in the last 12 months (96%). Counted by Alion from the job postings of DoiT, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
93
Postings analysed
183
Open now
42
Modernity
86 /100
New in 6 months
8

What programming languages does DoiT use?

SQL is named in 25% of job postings at DoiT, followed by Go (25%), Python (19%), TypeScript (16%).

SQL 46 25% required in 98% · 8 open now · since Jul 2026
Go 45 25% required in 69% · since Jul 2026
Python 35 19% required in 97% · 10 open now · since Jan 2026
TypeScript 30 16% required in 100% · since Jul 2026
JavaScript 28 15% required in 46% · 8 open now · since Jul 2026
C# 9 5% required in 78% · since Aug 2026
Apex 8 4% required in 100% · 8 open now · since Oct 2026
Java 7 4% required in 100% · since Sep 2026
Show all (12)
Node JS7
Rust5
PowerShell1
C++1

What frameworks and libraries does DoiT use?

React.js is named in 11% of job postings at DoiT, followed by Dagster (9%), PyTorch (5%), TensorFlow (5%).

React.js 20 11% required in 100% · since Jul 2026
Dagster 17 9% required in 47% · since Jan 2026
PyTorch 10 5% required in 100% · since Jun 2026
TensorFlow 10 5% required in 100% · since Jun 2026
Tauri 5 3% optional · since Jul 2026
FastAPI 2 1% optional · since Jan 2026

What databases does DoiT use?

Google BigQuery is named in 26% of job postings at DoiT, followed by Snowflake (11%), Amazon Redshift (10%), ClickHouse (4%).

Google BigQuery 47 26% required in 77% · 6 open now · since Jun 2026
Snowflake 21 11% required in 62% · 4 open now · since Jan 2026
Amazon Redshift 18 10% required in 100% · since Jun 2026
ClickHouse 8 4% required in 100% · since Sep 2026
Neo4j 5 3% optional · since Jul 2026
PostgreSQL 2 1% optional · since Jan 2026

What cloud and platforms does DoiT use?

AWS is named in 96% of job postings at DoiT, followed by GCP (96%), Azure (96%), Kubernetes (89%).

AWS 175 96% required in 85% · 34 open now · since Jan 2025
GCP 175 96% required in 81% · 34 open now · since Jan 2025
Azure 175 96% required in 65% · 34 open now · since Jan 2025
Kubernetes 163 89% required in 44% · 23 open now · since Jan 2025
Amazon EKS 20 11% required in 100% · since Jun 2026
AWS Bedrock 14 8% required in 100% · since Jun 2026
Google GKE 12 7% required in 83% · 2 open now · since Sep 2026
Databricks 11 6% required in 45% · 4 open now · since Mar 2026
Show all (31)
API Gateway10
AWS Fargate10
AWS Lambda10
AWS Step Functions10
Amazon CloudWatch10
Amazon S310
Amazon SageMaker10
Grafana10
Vertex AI10
Hugging Face10
OpenAI9
Looker8
Prefect8
Google Cloud Run5
Anthropic4
Datadog4
New Relic4
VMWare4
Airflow2
Spark2
Active Directory1
LDAP1
Linux1

What developer tools does DoiT use?

Terraform is named in 18% of job postings at DoiT, followed by Rest API (16%), dbt (11%), ArgoCD (5%).

Terraform 33 18% required in 85% · 6 open now · since Jun 2026
Rest API 30 16% required in 93% · 10 open now · since Jul 2026
dbt 20 11% required in 100% · 2 open now · since Jan 2026
ArgoCD 10 5% required in 100% · since Sep 2026
Atlantis 10 5% required in 100% · since Sep 2026
Prometheus 10 5% required in 100% · since Sep 2026
Git 10 5% optional · 10 open now · since Oct 2026
AWS Glue 9 5% required in 100% · since Jun 2026
Show all (16)
Claude Code5
SOPS5
Fivetran2
pySpark2
Docker2
pre-commit2
Copilot1
Microsoft Excel1

What AI and ML technologies does DoiT use?

LLM is named in 7% of job postings at DoiT, followed by Claude (3%), Gemini (2%), ChatGPT (1%).

LLM 12 7% optional · since Jul 2026
Claude 6 3% required in 100% · since Jul 2026
Gemini 4 2% required in 100% · since Jun 2026
ChatGPT 1 1% required in 100% · since Sep 2026

Which engineering practices does DoiT ask for?

FinOps is named in 63% of job postings at DoiT, followed by AI Agents (16%), CI/CD (15%), IAM (15%).

FinOps 116 63% required in 83% · 18 open now · since Jan 2025
AI Agents 30 16% required in 100% · since Jun 2026
CI/CD 28 15% required in 100% · 6 open now · since Jun 2026
IAM 28 15% required in 100% · 6 open now · since Jun 2026
Platform Engineering 17 9% required in 76% · 4 open now · since Jun 2026
eBPF 15 8% required in 100% · 7 open now · since Jun 2026
Agentic Workflows 13 7% required in 8% · since Jul 2026
Configuration Management 10 5% required in 100% · since Sep 2026
Show all (18)
Fine-tuning10
Multimodal AI10
Prompt Engineering10
SLI/SLO/SLA10
RLHF10
Interpretability9
Tokenomics9
Function Calling5
Machine Learning4
ETL/ELT3

What does each DoiT team work with?

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

Sales

38 postings
AWS29
Azure24
GCP24
Kubernetes20
OpenAI9
AWS Bedrock4

Marketing

33 postings
AWS30
GCP25
Kubernetes13
Azure11
Databricks5
Snowflake5

DevOps

29 postings
AWS21
GCP21
Kubernetes21
Amazon EKS20
Terraform20
Azure11

Backend

19 postings
GCP17
Go16
AWS15
Azure15
React.js15
SQL15

Product

12 postings
AWS12
Azure12
GCP12
Kubernetes8

Leadership

12 postings
AWS12
Azure12
GCP12
Google BigQuery6
SQL6

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How is the DoiT 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
AirflowOct 2026
FivetranOct 2026
DockerOct 2026
pre-commitOct 2026
GitOct 2026
ApexOct 2026
Google GKESep 2026
ArgoCDSep 2026
Rising
Go9% → 37%
SQL13% → 36%
dbt0% → 17%
TypeScript8% → 24%
Rest API8% → 24%
Python11% → 25%
JavaScript8% → 22%
Dagster0% → 14%
Falling
IAM41% → 2%
AWS Bedrock22% → 0%
Terraform31% → 12%
API Gateway16% → 0%
AWS Fargate16% → 0%
AWS Lambda16% → 0%
AWS Step Functions16% → 0%
Amazon CloudWatch16% → 0%
Not named for 6 months
FastAPIMar 2026
PostgreSQLMar 2026

How modern is the DoiT stack?

Cutting-edge AI adopter 86/100

DoiT scores 86 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 DoiT stack in its industry?

Share of the 473 companies in the same industries, whose stack Alion knows, that use each technology.

AWS91%
Azure92%
GCP68%
Kubernetes69%
Google BigQuery21%
SQL74%
Go24%
Python81%
TypeScript49%
JavaScript62%

What sets DoiT apart

Dagster4%
ClickHouse3%
Prefect2%
Tauri0%

Questions about the DoiT tech stack

What programming languages does DoiT use?

The languages named in DoiT job postings are SQL (25%), Go (25%), Python (19%), TypeScript (16%), JavaScript (15%), as a share of the 183 postings of the last 12 months.

Does DoiT use React.js?

Yes. React.js is named in 20 of 183 job postings (11%) and required in 20 of them.

What cloud and platforms does DoiT use?

The cloud and platforms named in DoiT job postings are AWS (175), GCP (175), Azure (175) (postings in brackets).

What skills do you need for a Sales job at DoiT?

Sales postings at DoiT most often require AWS (29), Azure (24), GCP (24), Kubernetes (20), out of 38 postings in the last 12 months.

Is the DoiT tech stack changing?

Yes. Airflow, Fivetran, Docker, pre-commit first appeared in DoiT job postings in the last six months.

How modern is the DoiT tech stack?

DoiT scores 86 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 DoiT tech stack?

Alion reads every job posting DoiT publishes and tags the technologies each one names. The figures on this page count the 183 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, "DoiT tech stack: 93 technologies from 183 job postings", as of Nov 13, 2026. https://alion.io/company/doit/technologies

Licence: CC BY-SA 4.0JSON