Taktile tech stack

Taktile builds mostly with Python, SQL, TypeScript, Apex. Its stack also includes AWS, Azure, PyTorch, Scikit-learn. Python is named in 30 of the 51 job postings Taktile published in the last 12 months (59%). Counted by Alion from the job postings of Taktile, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
53
Postings analysed
51
Open now
38
Modernity
84 /100
New in 6 months
8

What programming languages does Taktile use?

Python is named in 59% of job postings at Taktile, followed by SQL (29%), TypeScript (6%), Apex (6%).

Python 30 59% required in 100% · 21 open now · since Oct 2025
SQL 15 29% required in 100% · 12 open now · since Feb 2026
TypeScript 3 6% required in 100% · 2 open now · since Jun 2026
Apex 3 6% required in 33% · 2 open now · since Jul 2026
JavaScript 2 4% required in 50% · 1 open now · since Jun 2026

What frameworks and libraries does Taktile use?

PyTorch is named in 14% of job postings at Taktile, followed by Scikit-learn (14%), TensorFlow (14%), XGBoost (14%).

PyTorch 7 14% required in 100% · 7 open now · since Oct 2025
Scikit-learn 7 14% required in 100% · 7 open now · since Oct 2025
TensorFlow 7 14% required in 100% · 7 open now · since Oct 2025
XGBoost 7 14% required in 100% · 7 open now · since Oct 2025
FastAPI 3 6% required in 100% · 2 open now · since Jun 2026
React.js 2 4% required in 100% · 1 open now · since Jun 2026
SQLAlchemy 2 4% required in 100% · 2 open now · since Jun 2026
Pydantic 1 2% required in 100% · 1 open now · since Sep 2026

What databases does Taktile use?

DynamoDB is named in 12% of job postings at Taktile, followed by Amazon Aurora (8%), Snowflake (8%), PostgreSQL (4%).

DynamoDB 6 12% required in 100% · 3 open now · since Apr 2026
Amazon Aurora 4 8% required in 100% · 1 open now · since Apr 2026
Snowflake 4 8% required in 25% · 1 open now · since May 2026
PostgreSQL 2 4% required in 100% · 2 open now · since Jun 2026
Redis 2 4% required in 100% · since Apr 2026
Apache Iceberg 1 2% required in 100% · since Apr 2026

What cloud and platforms does Taktile use?

AWS is named in 49% of job postings at Taktile, followed by Azure (20%), GCP (20%), AWS Lambda (12%).

AWS 25 49% required in 88% · 15 open now · since Feb 2026
Azure 10 20% required in 100% · 10 open now · since Feb 2026
GCP 10 20% required in 100% · 10 open now · since Feb 2026
AWS Lambda 6 12% required in 83% · 2 open now · since Apr 2026
Datadog 5 10% required in 100% · 3 open now · since Apr 2026
GitHub 5 10% required in 100% · 3 open now · since Apr 2026
Looker 5 10% required in 100% · 3 open now · since Apr 2026
MuleSoft 3 6% required in 100% · 2 open now · since Jul 2026
Show all (12)
Amazon EventBridge1
Amazon Kinesis1
Spark1
API Gateway1

What developer tools does Taktile use?

Rest API is named in 33% of job postings at Taktile, followed by Model Context Protocol (12%), CloudFormation (8%), Terraform (8%).

Rest API 17 33% required in 100% · 16 open now · since Oct 2025
Model Context Protocol 6 12% required in 100% · 2 open now · since Jun 2026
CloudFormation 4 8% required in 100% · 1 open now · since Apr 2026
Terraform 4 8% required in 25% · since Jun 2026
dbt 3 6% optional · since Jun 2026
AWS Glue 1 2% required in 100% · since Apr 2026
Copilot 1 2% required in 100% · 1 open now · since Sep 2026

What AI and ML technologies does Taktile use?

LLM is named in 14% of job postings at Taktile, followed by Claude (10%).

LLM 7 14% required in 100% · 4 open now · since Jan 2026
Claude 5 10% required in 40% · 2 open now · since Jun 2026

Which engineering practices does Taktile ask for?

AI Agents is named in 100% of job postings at Taktile, followed by Machine Learning (20%), Prompt Engineering (10%), LLM Guardrails (8%).

AI Agents 51 100% required in 71% · 38 open now · since Sep 2025
Machine Learning 10 20% required in 100% · 10 open now · since Feb 2026
Prompt Engineering 5 10% required in 100% · 1 open now · since Jun 2026
LLM Guardrails 4 8% required in 100% · 1 open now · since Jun 2026
Tool Use 4 8% required in 75% · 1 open now · since Jun 2026
CI/CD 3 6% required in 100% · 1 open now · since Jul 2026
Function Calling 3 6% required in 100% · since Jun 2026
Agentic Workflows 2 4% required in 100% · since Jun 2026
Show all (13)
Edge AI2
IAM2
EU AI Act1
Human-in-the-Loop1
Platform Engineering1

What does each Taktile team work with?

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

Solutions

20 postings
Python15
Rest API12
AWS9
SQL8
Azure7
GCP7

Backend

8 postings
Python8
AWS7
DynamoDB6
AWS Lambda5
Amazon Aurora4
CloudFormation4

AI/ML

5 postings
Python5
SQL4
LLM3
Model Context Protocol3
AWS2
Azure2

HR

3 postings
Datadog3
GitHub3
Looker3
MuleSoft3

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How much does Taktile pay by technology?

Median stated pay of the postings that name each technology, against the median of all Taktile postings with stated pay: $250k across 17 postings.

TechnologyPostings with payMedianvs company median
Python9$265k+6%
AWS7$265k+6%
SQL7$250k0%
Azure5$265k+6%
GCP5$265k+6%

How is the Taktile 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
MuleSoftJul 2026
ApexJul 2026
CI/CDJul 2026
Agentic WorkflowsJun 2026
Edge AIJun 2026
IAMJun 2026
PostgreSQLJun 2026
SQLAlchemyJun 2026
Rising
CI/CD0% → 12%
MuleSoft0% → 12%
Apex0% → 12%
Datadog6% → 16%
GitHub6% → 16%
Looker6% → 16%
Falling
Python71% → 40%
Snowflake24% → 0%
Prompt Engineering24% → 4%
Claude24% → 4%
Function Calling18% → 0%
dbt18% → 0%
LLM24% → 8%
LLM Guardrails18% → 4%

How modern is the Taktile stack?

Cutting-edge AI adopter 84/100

Taktile 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: 2; legacy ones: 0.

How common is the Taktile stack in its industry?

Share of the 749 companies in the same industries, whose stack Alion knows, that use each technology.

Python65%
AWS58%
SQL60%
Azure37%
GCP35%
LLM39%
PyTorch14%
Scikit-learn9%
TensorFlow11%
XGBoost3%

What sets Taktile apart

XGBoost3%
MuleSoft3%

Questions about the Taktile tech stack

What programming languages does Taktile use?

The languages named in Taktile job postings are Python (59%), SQL (29%), TypeScript (6%), Apex (6%), JavaScript (4%), as a share of the 51 postings of the last 12 months.

Does Taktile use PyTorch?

Yes. PyTorch is named in 7 of 51 job postings (14%) and required in 7 of them.

What cloud and platforms does Taktile use?

The cloud and platforms named in Taktile job postings are AWS (25), Azure (10), GCP (10) (postings in brackets).

What skills do you need for a Solutions job at Taktile?

Solutions postings at Taktile most often require Python (15), Rest API (12), AWS (9), SQL (8), out of 20 postings in the last 12 months.

Is the Taktile tech stack changing?

Yes. MuleSoft, Apex, CI/CD, Agentic Workflows first appeared in Taktile job postings in the last six months.

How modern is the Taktile tech stack?

Taktile 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: 2; legacy ones: 0.

How does Alion know the Taktile tech stack?

Alion reads every job posting Taktile publishes and tags the technologies each one names. The figures on this page count the 51 postings of the last 12 months and were updated on Sep 30, 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, "Taktile tech stack: 53 technologies from 51 job postings", as of Sep 30, 2026. https://alion.io/company/taktile/technologies

Licence: CC BY-SA 4.0JSON