TensorOps tech stack

TensorOps builds mostly with Python, SQL. Its stack also includes AWS, GCP, LangChain, Scikit-learn. AWS is named in 9 of the 9 job postings TensorOps published in the last 12 months (100%). Counted by Alion from the job postings of TensorOps, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
47
Postings analysed
9
Open now
4
Modernity
80 /100
New in 6 months
5

What programming languages does TensorOps use?

Python is named in 89% of job postings at TensorOps, followed by SQL (11%).

Python 8 89% required in 100% · 4 open now · since May 2026
SQL 1 11% required in 100% · 1 open now · since Sep 2026

What frameworks and libraries does TensorOps use?

LangChain is named in 89% of job postings at TensorOps, followed by Scikit-learn (67%), TensorFlow (67%), PyTorch (56%).

LangChain 8 89% required in 88% · 4 open now · since May 2026
Scikit-learn 6 67% required in 100% · 3 open now · since May 2026
TensorFlow 6 67% required in 100% · 3 open now · since May 2026
PyTorch 5 56% required in 80% · 2 open now · since May 2026
Pandas 4 44% required in 75% · 2 open now · since Aug 2026
NumPy 3 33% required in 100% · 2 open now · since Sep 2026
CatBoost 3 33% required in 67% · 1 open now · since Aug 2026
FastAPI 3 33% required in 67% · 1 open now · since Aug 2026
Show all (14)
LangGraph3
LightGBM3
LlamaIndex2
Matplotlib1
Seaborn1
Polars1

What databases does TensorOps use?

ElasticSearch is named in 22% of job postings at TensorOps, followed by OpenSearch (11%).

ElasticSearch 2 22% required in 50% · 1 open now · since Aug 2026
OpenSearch 1 11% optional · since Aug 2026

What cloud and platforms does TensorOps use?

AWS is named in 100% of job postings at TensorOps, followed by GCP (89%), Azure (44%), Cloudflare (44%).

AWS 9 100% required in 89% · 4 open now · since May 2026
GCP 8 89% required in 88% · 4 open now · since May 2026
Azure 4 44% required in 100% · 2 open now · since May 2026
Cloudflare 4 44% required in 100% · 2 open now · since May 2026
MLFlow 4 44% required in 75% · 2 open now · since Aug 2026
Langfuse 3 33% required in 67% · 1 open now · since Aug 2026
Kubeflow 2 22% required in 100% · 1 open now · since Sep 2026
Looker 1 11% required in 100% · 1 open now · since Sep 2026
Show all (14)
Tableau1
AWS Bedrock1
Amazon SageMaker1
Hugging Face1
Kubernetes1
Vertex AI1

What developer tools does TensorOps use?

Docker is named in 33% of job postings at TensorOps, followed by Git (11%).

Docker 3 33% required in 67% · 1 open now · since Aug 2026
Git 1 11% optional · since Aug 2026

What AI and ML technologies does TensorOps use?

LLM is named in 67% of job postings at TensorOps.

LLM 6 67% required in 100% · 2 open now · since May 2026

Which engineering practices does TensorOps ask for?

AI Agents is named in 89% of job postings at TensorOps, followed by Machine Learning (89%), Fine-tuning (78%), RAG (78%).

AI Agents 8 89% required in 100% · 4 open now · since May 2026
Machine Learning 8 89% required in 100% · 4 open now · since May 2026
Fine-tuning 7 78% required in 100% · 3 open now · since May 2026
RAG 7 78% required in 86% · 3 open now · since May 2026
Agentic Workflows 6 67% required in 100% · 3 open now · since May 2026
CI/CD 4 44% required in 100% · 2 open now · since May 2026
Embeddings 4 44% required in 100% · 2 open now · since May 2026
Recommender Systems 3 33% required in 100% · 2 open now · since Sep 2026
Show all (12)
Multi-Agent Systems2
Computer Vision1
Edge AI1
Time Series Forecasting1

What does each TensorOps team work with?

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

AI/ML

7 postings
Python7
AWS6
GCP6
LangChain6
Scikit-learn6
TensorFlow6

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How is the TensorOps 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
NumPySep 2026
Recommender SystemsSep 2026
KubeflowSep 2026
LlamaIndexSep 2026
Multi-Agent SystemsSep 2026

How modern is the TensorOps stack?

Cutting-edge AI adopter 80/100

TensorOps scores 80 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: 1; legacy ones: 0.

Questions about the TensorOps tech stack

What programming languages does TensorOps use?

The languages named in TensorOps job postings are Python (89%), SQL (11%), as a share of the 9 postings of the last 12 months.

Does TensorOps use LangChain?

Yes. LangChain is named in 8 of 9 job postings (89%) and required in 7 of them.

What cloud and platforms does TensorOps use?

The cloud and platforms named in TensorOps job postings are AWS (9), GCP (8), Azure (4) (postings in brackets).

What skills do you need for a AI/ML job at TensorOps?

AI/ML postings at TensorOps most often require Python (7), AWS (6), GCP (6), LangChain (6), out of 7 postings in the last 12 months.

Is the TensorOps tech stack changing?

Yes. NumPy, Recommender Systems, Kubeflow, LlamaIndex first appeared in TensorOps job postings in the last six months.

How modern is the TensorOps tech stack?

TensorOps scores 80 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: 1; legacy ones: 0.

How does Alion know the TensorOps tech stack?

Alion reads every job posting TensorOps publishes and tags the technologies each one names. The figures on this page count the 9 postings of the last 12 months and were updated on Sep 26, 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, "TensorOps tech stack: 47 technologies from 9 job postings", as of Sep 26, 2026. https://alion.io/company/tensorops/technologies

Licence: CC BY-SA 4.0JSON