MemTensor
AI Development Tools · LLM & Generative AI

MemTensor tech stack

MemTensor builds mostly with Python, Java, C++, SQL. Its stack also includes Linux, Kubernetes, PyTorch, LangChain. Python is named in 15 of the 27 job postings MemTensor published in the last 12 months (56%). Counted by Alion from the job postings of MemTensor, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
94
Postings analysed
27
Open now
27
Modernity
88 /100
New in 6 months
8

What programming languages does MemTensor use?

Python is named in 56% of job postings at MemTensor, followed by Java (15%), C++ (7%), SQL (7%).

Python 15 56% required in 100% · 15 open now · since Jul 2026
Java 4 15% required in 75% · 4 open now · since Jul 2026
C++ 2 7% required in 100% · 2 open now · since Oct 2026
SQL 2 7% required in 100% · 2 open now · since Sep 2026
TypeScript 2 7% required in 100% · 2 open now · since Jul 2026
JavaScript 2 7% required in 50% · 2 open now · since Jul 2026
Node JS 1 4% required in 100% · 1 open now · since Jul 2026
PowerShell 1 4% required in 100% · 1 open now · since Nov 2026
Show all (9)
Rust1

What frameworks and libraries does MemTensor use?

PyTorch is named in 15% of job postings at MemTensor, followed by LangChain (15%), FastAPI (7%), LangGraph (7%).

PyTorch 4 15% required in 100% · 4 open now · since Jul 2026
LangChain 4 15% required in 50% · 4 open now · since Jul 2026
FastAPI 2 7% required in 100% · 2 open now · since Jul 2026
LangGraph 2 7% required in 100% · 2 open now · since Jul 2026
LlamaIndex 2 7% required in 100% · 2 open now · since Oct 2026
Megatron-LM 2 7% required in 100% · 2 open now · since Oct 2026
React.js 2 7% required in 100% · 2 open now · since Jul 2026
Transformers 2 7% required in 100% · 2 open now · since Jul 2026
Show all (24)
AutoGen1
CUDA1
Cypress1
DeepSpeed1
Jest1
Next.js1
NumPy1
OpenTelemetry1
Pandas1
Playwright1
Pytest1
SGLang1
Spring Boot1
TensorFlow1
TensorRT-LLM1
Vue.js1

What databases does MemTensor use?

Milvus is named in 7% of job postings at MemTensor, followed by MySQL (7%), Redis (7%), LanceDB (4%).

Milvus 2 7% required in 100% · 2 open now · since Oct 2026
MySQL 2 7% required in 100% · 2 open now · since Oct 2026
Redis 2 7% required in 100% · 2 open now · since Oct 2026
LanceDB 1 4% required in 100% · 1 open now · since Nov 2026
Pinecone 1 4% required in 100% · 1 open now · since Nov 2026
PostgreSQL 1 4% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does MemTensor use?

Linux is named in 30% of job postings at MemTensor, followed by Kubernetes (19%), Grafana (11%), vLLM (11%).

Linux 8 30% required in 100% · 8 open now · since Jul 2026
Kubernetes 5 19% required in 100% · 5 open now · since Sep 2026
Grafana 3 11% required in 100% · 3 open now · since Oct 2026
vLLM 3 11% required in 100% · 3 open now · since Jul 2026
Windows 2 7% required in 100% · 2 open now · since Sep 2026
Apache Kafka 1 4% required in 100% · 1 open now · since Nov 2026
Dify 1 4% required in 100% · 1 open now · since Nov 2026
Figma 1 4% required in 100% · 1 open now · since Nov 2026
Show all (15)
GitHub1
Ollama1
OpenAI1
Postman1
RabbitMQ1
SIEM1
Splunk1

What developer tools does MemTensor use?

Docker is named in 15% of job postings at MemTensor, followed by Git (15%), Prometheus (11%), Canva (7%).

Docker 4 15% required in 100% · 4 open now · since Jul 2026
Git 4 15% required in 100% · 4 open now · since Jul 2026
Prometheus 3 11% required in 100% · 3 open now · since Oct 2026
Canva 2 7% required in 100% · 2 open now · since Jul 2026
TensorRT 2 7% required in 50% · 2 open now · since Jul 2026
Ansible 1 4% required in 100% · 1 open now · since Nov 2026
Claude Code 1 4% required in 100% · 1 open now · since Jul 2026
Copilot 1 4% required in 100% · 1 open now · since Jul 2026
Show all (14)
Cursor1
Helm1
Loki1
ONNX1
OpenAI Codex1
WebSockets1

What AI and ML technologies does MemTensor use?

LLM is named in 26% of job postings at MemTensor, followed by DeepSeek (7%), Qwen (7%), Claude (4%).

LLM 7 26% required in 100% · 7 open now · since Jul 2026
DeepSeek 2 7% required in 100% · 2 open now · since Sep 2026
Qwen 2 7% required in 100% · 2 open now · since Oct 2026
Claude 1 4% required in 100% · 1 open now · since Nov 2026

Which engineering practices does MemTensor ask for?

AI Agents is named in 26% of job postings at MemTensor, followed by CI/CD (19%), RAG (19%), RLHF (15%).

AI Agents 7 26% required in 100% · 7 open now · since Jul 2026
CI/CD 5 19% required in 100% · 5 open now · since Jul 2026
RAG 5 19% required in 100% · 5 open now · since Jul 2026
RLHF 4 15% required in 100% · 4 open now · since Jul 2026
SFT 4 15% required in 100% · 4 open now · since Jul 2026
DNS 3 11% required in 100% · 3 open now · since Sep 2026
GRPO 3 11% required in 100% · 3 open now · since Jul 2026
PPO 3 11% required in 100% · 3 open now · since Jul 2026
Show all (22)
TCP/IP3
DPO2
NLP2
Prompt Engineering2
A/B Testing1
Computer Use1
DHCP1
Function Calling1
GitOps1
KV Cache1
RLAIF1
Reward Modeling1
VLAN1
VPN1

What does each MemTensor team work with?

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

AI/ML

9 postings
Python4
DeepSeek2
LLM2
LangChain2
Milvus2
PyTorch2

Early Careers

6 postings
Python5
LLM3
PyTorch2
Transformers2

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How does your stack fit MemTensor?

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How is the MemTensor 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
LlamaIndexOct 2026
C++Oct 2026
Megatron-LMOct 2026
GrafanaOct 2026
PrometheusOct 2026
MilvusOct 2026
MySQLOct 2026
QwenOct 2026

How modern is the MemTensor stack?

Cutting-edge AI adopter 88/100

MemTensor scores 88 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 MemTensor stack in its industry?

Share of the 434 companies in the same industries, whose stack Alion knows, that use each technology.

Python71%
Linux29%
LLM60%
Kubernetes50%
Java23%
LangChain20%
PyTorch32%
Grafana22%
vLLM18%
C++25%

Questions about the MemTensor tech stack

What programming languages does MemTensor use?

The languages named in MemTensor job postings are Python (56%), Java (15%), C++ (7%), SQL (7%), TypeScript (7%), as a share of the 27 postings of the last 12 months.

Does MemTensor use PyTorch?

Yes. PyTorch is named in 4 of 27 job postings (15%) and required in 4 of them.

What cloud and platforms does MemTensor use?

The cloud and platforms named in MemTensor job postings are Linux (8), Kubernetes (5), Grafana (3) (postings in brackets).

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

AI/ML postings at MemTensor most often require Python (4), DeepSeek (2), LLM (2), LangChain (2), out of 9 postings in the last 12 months.

Is the MemTensor tech stack changing?

Yes. LlamaIndex, C++, Megatron-LM, Grafana first appeared in MemTensor job postings in the last six months.

How modern is the MemTensor tech stack?

MemTensor scores 88 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 MemTensor tech stack?

Alion reads every job posting MemTensor publishes and tags the technologies each one names. The figures on this page count the 27 postings of the last 12 months and were updated on Nov 12, 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, "MemTensor tech stack: 94 technologies from 27 job postings", as of Nov 12, 2026. https://alion.io/company/memtensor-2/technologies

Licence: CC BY-SA 4.0JSON