Hello Inc tech stack

Hello Inc builds mostly with C++, Python, Java, MATLAB. Its stack also includes PyTorch, Linux, Apache Kafka, Redis. C++ is named in 21 of the 70 job postings Hello Inc published in the last 12 months (30%). Counted by Alion from the job postings of Hello Inc, updated Oct 17, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 17, 2026
Technologies in use
117
Postings analysed
70
Open now
70
Modernity
85 /100
New in 6 months
8

What programming languages does Hello Inc use?

C++ is named in 30% of job postings at Hello Inc, followed by Python (29%), Java (21%), MATLAB (7%).

C++ 21 30% required in 95% · 21 open now · since Dec 2024
Python 20 29% required in 100% · 20 open now · since Aug 2023
Java 15 21% required in 93% · 15 open now · since Mar 2024
MATLAB 5 7% required in 100% · 5 open now · since Jul 2025
SQL 5 7% required in 100% · 5 open now · since Dec 2023
JavaScript 4 6% required in 50% · 4 open now · since Aug 2024
TypeScript 3 4% required in 67% · 3 open now · since May 2025
C 2 3% optional · 2 open now · since May 2025
Show all (12)
Kotlin1
Node JS1
Scala1
Dart1

What frameworks and libraries does Hello Inc use?

PyTorch is named in 11% of job postings at Hello Inc, followed by Transformers (7%), CUDA (6%), Flink (4%).

PyTorch 8 11% required in 100% · 8 open now · since Sep 2025
Transformers 5 7% required in 100% · 5 open now · since Apr 2026
CUDA 4 6% required in 100% · 4 open now · since Jun 2025
Flink 3 4% required in 100% · 3 open now · since Jan 2025
PyTorch C++ 3 4% required in 100% · 3 open now · since Sep 2025
ROS2 3 4% required in 100% · 3 open now · since Aug 2025
React.js 3 4% required in 100% · 3 open now · since May 2025
Spring Boot 3 4% required in 100% · 3 open now · since May 2025
Show all (33)
TensorFlow3
TensorFlow C++3
Apache TVM2
LangChain2
LangGraph2
MLIR2
NumPy2
OpenCL2
SGLang2
Vue.js2
nuScenes SDK2
Angular1
DeepSpeed1
Diffusion Policy1
Flutter1
Hadoop1
Megatron-LM1
Next.js1
ONNX Runtime1
OpenGL1
Pandas1
Spring MVC1
TensorRT-LLM1
Triton1
XLA1

What databases does Hello Inc use?

Redis is named in 9% of job postings at Hello Inc, followed by MySQL (6%), ElasticSearch (1%), HBase (1%).

Redis 6 9% required in 100% · 6 open now · since Mar 2024
MySQL 4 6% required in 100% · 4 open now · since Mar 2024
ElasticSearch 1 1% required in 100% · 1 open now · since Mar 2024
HBase 1 1% required in 100% · 1 open now · since Dec 2023

What cloud and platforms does Hello Inc use?

Linux is named in 10% of job postings at Hello Inc, followed by Apache Kafka (9%), CUDA Toolkit (6%), Kubernetes (4%).

Linux 7 10% required in 100% · 7 open now · since Jan 2025
Apache Kafka 6 9% required in 100% · 6 open now · since Mar 2024
CUDA Toolkit 4 6% required in 100% · 4 open now · since Jun 2025
Kubernetes 3 4% required in 100% · 3 open now · since Jun 2025
Figma 2 3% required in 100% · 2 open now · since Dec 2025
Power BI 2 3% required in 100% · 2 open now · since Mar 2026
Spark 2 3% required in 100% · 2 open now · since Jul 2025
vLLM 2 3% required in 100% · 2 open now · since Sep 2025
Show all (15)
Burp Suite1
DLP1
GitHub1
GitLab1
Kubeflow1
RabbitMQ1
SIEM1

What developer tools does Hello Inc use?

Simulink is named in 7% of job postings at Hello Inc, followed by TensorRT (6%), CMake (4%), Docker (4%).

Simulink 5 7% required in 100% · 5 open now · since Jul 2025
TensorRT 4 6% required in 75% · 4 open now · since Jun 2026
CMake 3 4% required in 100% · 3 open now · since Sep 2025
Docker 3 4% required in 100% · 3 open now · since Oct 2025
AutoGPT 2 3% required in 100% · 2 open now · since Jan 2026
Blender 2 3% required in 100% · 2 open now · since Dec 2025
Copilot 2 3% required in 100% · 2 open now · since Jan 2026
Cursor 2 3% required in 100% · 2 open now · since Sep 2025
Show all (31)
GCC2
Git2
MQTT2
Nginx2
Adobe Photoshop1
Apache Tomcat1
Axolotl1
Conan1
Cyclone DDS1
Fast DDS1
Fluent Bit1
HAProxy1
LLaMA-Factory1
Model Context Protocol1
Nmap1
Prometheus1
Valgrind1
Vite1
WebSockets1
Webpack1
Wireshark1
esbuild1
gRPC1

What AI and ML technologies does Hello Inc use?

LLM is named in 10% of job postings at Hello Inc, followed by Stable Diffusion (4%), Claude (3%), LoRA (3%).

LLM 7 10% required in 100% · 7 open now · since Dec 2025
Stable Diffusion 3 4% required in 100% · 3 open now · since Aug 2026
Claude 2 3% required in 100% · 2 open now · since May 2026
LoRA 2 3% required in 100% · 2 open now · since May 2026
Qwen 2 3% required in 100% · 2 open now · since Aug 2026
VLM 2 3% required in 100% · 2 open now · since Dec 2025
PEFT 2 3% optional · 2 open now · since May 2026
BERT 1 1% required in 100% · 1 open now · since Dec 2025
Show all (10)
Llama1
QLoRA1

Which engineering practices does Hello Inc ask for?

CI/CD is named in 9% of job postings at Hello Inc, followed by SFT (3%), AI Agents (1%), DPO (1%).

CI/CD 6 9% required in 100% · 6 open now · since Aug 2025
SFT 2 3% required in 100% · 2 open now · since Dec 2025
AI Agents 1 1% required in 100% · 1 open now · since Sep 2026
DPO 1 1% required in 100% · 1 open now · since Sep 2026
FinOps 1 1% required in 100% · 1 open now · since Sep 2026
GRPO 1 1% required in 100% · 1 open now · since Sep 2026
KV Cache 1 1% required in 100% · 1 open now · since Sep 2026
PPO 1 1% required in 100% · 1 open now · since Feb 2026
Show all (12)
Prompt Engineering1
RAG1
RLHF1
Wi-Fi1

What does each Hello Inc team work with?

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

AI/ML

14 postings
Python7
PyTorch6
C++5
Java3
Transformers3
LLM2

Backend

13 postings
Java6
Apache Kafka5
C++4
Redis4
Linux3
Docker2

Industrial Engineering

9 postings
MATLAB3
Python3
Simulink3
C++2

Field & Service

6 postings
LLM4
Stable Diffusion3
Apache TVM2
C++2
CUDA2
CUDA Toolkit2

Early Careers

6 postings
Python2
SQL2

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How is the Hello Inc 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
Apache TVMAug 2026
MLIRAug 2026
QwenAug 2026
Stable DiffusionAug 2026
TensorRTJun 2026
ClaudeMay 2026
LoRAMay 2026
PEFTMay 2026
Rising
PyTorch0% → 19%
Python18% → 35%
Transformers0% → 15%
Stable Diffusion0% → 12%
LLM9% → 19%
Falling
C++36% → 23%
Not named for 6 months
CMakeApr 2026
ROS2Dec 2025
GCCApr 2026
CApr 2026
BlenderFeb 2026
FigmaFeb 2026
NginxJan 2026
Vue.jsJan 2026

How modern is the Hello Inc stack?

Cutting-edge AI adopter 85/100

Hello Inc scores 85 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: 10; legacy ones: 0.

Questions about the Hello Inc tech stack

What programming languages does Hello Inc use?

The languages named in Hello Inc job postings are C++ (30%), Python (29%), Java (21%), MATLAB (7%), SQL (7%), as a share of the 70 postings of the last 12 months.

Does Hello Inc use PyTorch?

Yes. PyTorch is named in 8 of 70 job postings (11%) and required in 8 of them.

What cloud and platforms does Hello Inc use?

The cloud and platforms named in Hello Inc job postings are Linux (7), Apache Kafka (6), CUDA Toolkit (4) (postings in brackets).

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

AI/ML postings at Hello Inc most often require Python (7), PyTorch (6), C++ (5), Java (3), out of 14 postings in the last 12 months.

Is the Hello Inc tech stack changing?

Yes. Apache TVM, MLIR, Qwen, Stable Diffusion first appeared in Hello Inc job postings in the last six months.

How modern is the Hello Inc tech stack?

Hello Inc scores 85 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: 10; legacy ones: 0.

How does Alion know the Hello Inc tech stack?

Alion reads every job posting Hello Inc publishes and tags the technologies each one names. The figures on this page count the 70 postings of the last 12 months and were updated on Oct 17, 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, "Hello Inc tech stack: 117 technologies from 70 job postings", as of Oct 17, 2026. https://alion.io/company/hello-inc/technologies

Licence: CC BY-SA 4.0JSON