Technology Innovation Institute tech stack

Technology Innovation Institute builds mostly with Python, C++, Bash, Embedded C. Its stack also includes PyTorch, Linux, TensorFlow, Kubernetes. Python is named in 12 of the 14 job postings Technology Innovation Institute published in the last 12 months (86%). Counted by Alion from the job postings of Technology Innovation Institute, updated Oct 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 28, 2026
Technologies in use
109
Postings analysed
14
Open now
14
Modernity
84 /100
New in 6 months
8

What programming languages does Technology Innovation Institute use?

Python is named in 86% of job postings at Technology Innovation Institute, followed by C++ (50%), Bash (7%), Embedded C (7%).

Python 12 86% required in 92% · 12 open now · since Apr 2026
C++ 7 50% required in 100% · 7 open now · since Apr 2026
Bash 1 7% required in 100% · 1 open now · since Sep 2026
Embedded C 1 7% required in 100% · 1 open now · since Aug 2026
Java 1 7% required in 100% · 1 open now · since Oct 2026
MATLAB 1 7% required in 100% · 1 open now · since Sep 2026
C 1 7% optional · 1 open now · since Aug 2026
JavaScript 1 7% optional · 1 open now · since Aug 2026
Show all (9)
TypeScript1

What frameworks and libraries does Technology Innovation Institute use?

PyTorch is named in 50% of job postings at Technology Innovation Institute, followed by TensorFlow (43%), ROS2 (36%), CUDA (29%).

PyTorch 7 50% required in 100% · 7 open now · since Apr 2026
TensorFlow 6 43% required in 100% · 6 open now · since Apr 2026
ROS2 5 36% required in 100% · 5 open now · since Apr 2026
CUDA 4 29% required in 100% · 4 open now · since Apr 2026
TensorFlow C++ 4 29% required in 100% · 4 open now · since Apr 2026
JAX 3 21% required in 100% · 3 open now · since Apr 2026
CrewAI 2 14% required in 100% · 2 open now · since Apr 2026
DeepSpeed 2 14% required in 100% · 2 open now · since Apr 2026
Show all (23)
FAISS2
LangChain2
LlamaIndex2
MAVSDK2
MuJoCo2
ONNX Runtime2
PyBullet2
RLlib2
Ray2
Stable-Baselines32
Transformers2
ArduPilot1
PX4 Autopilot1
Radare21
STL1

What databases does Technology Innovation Institute use?

Milvus is named in 14% of job postings at Technology Innovation Institute, followed by Pinecone (14%), Redis (14%), Weaviate (14%).

Milvus 2 14% required in 100% · 2 open now · since Apr 2026
Pinecone 2 14% required in 100% · 2 open now · since Apr 2026
Redis 2 14% required in 100% · 2 open now · since Apr 2026
Weaviate 2 14% required in 100% · 2 open now · since Apr 2026

What cloud and platforms does Technology Innovation Institute use?

Linux is named in 43% of job postings at Technology Innovation Institute, followed by Kubernetes (36%), AWS (21%), Azure (21%).

Linux 6 43% required in 83% · 6 open now · since Aug 2026
Kubernetes 5 36% required in 100% · 5 open now · since Aug 2026
AWS 3 21% required in 100% · 3 open now · since Apr 2026
Azure 3 21% required in 100% · 3 open now · since Apr 2026
GCP 3 21% required in 100% · 3 open now · since Apr 2026
Apache Kafka 2 14% required in 100% · 2 open now · since Apr 2026
Hugging Face 2 14% required in 100% · 2 open now · since Apr 2026
MLFlow 2 14% required in 100% · 2 open now · since Apr 2026
Show all (20)
OpenAI2
Weights & Biases2
vLLM2
GitLab CI2
Azure AKS1
FreeRTOS1
GitLab1
Microsoft Entra ID1
NATS1
RTOS1
GitHub Actions1
Grafana1

What developer tools does Technology Innovation Institute use?

Docker is named in 64% of job postings at Technology Innovation Institute, followed by MAVLink (36%), Git (29%), Gazebo (21%).

Docker 9 64% required in 89% · 9 open now · since Apr 2026
MAVLink 5 36% required in 40% · 5 open now · since Apr 2026
Git 4 29% required in 75% · 4 open now · since Aug 2026
Gazebo 3 21% required in 100% · 3 open now · since Apr 2026
AirSim 2 14% required in 100% · 2 open now · since Apr 2026
AutoGPT 2 14% required in 100% · 2 open now · since Apr 2026
Isaac Gym 2 14% required in 100% · 2 open now · since Apr 2026
TensorBoard 2 14% required in 100% · 2 open now · since Apr 2026
Show all (19)
TensorRT2
Jenkins2
Prometheus2
Ansible1
ArgoCD1
Binary Ninja1
Ghidra1
Helm1
IDA Pro1
JFrog Artifactory1
Terraform1

What AI and ML technologies does Technology Innovation Institute use?

LoRA is named in 21% of job postings at Technology Innovation Institute, followed by PEFT (21%), LLM (14%), QLoRA (14%).

LoRA 3 21% required in 100% · 3 open now · since Apr 2026
PEFT 3 21% optional · 3 open now · since Apr 2026
LLM 2 14% required in 100% · 2 open now · since Apr 2026
QLoRA 2 14% required in 100% · 2 open now · since Apr 2026
VLM 2 14% required in 100% · 2 open now · since Apr 2026
CLIP 1 7% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Technology Innovation Institute ask for?

AI Agents is named in 36% of job postings at Technology Innovation Institute, followed by CI/CD (36%), Reinforcement Learning (36%), Reinforcement Learning (36%).

AI Agents 5 36% required in 100% · 5 open now · since Apr 2026
CI/CD 5 36% required in 100% · 5 open now · since Aug 2026
Reinforcement Learning 5 36% required in 80% · 5 open now · since Apr 2026
Reinforcement Learning 5 36% required in 80% · 5 open now · since Apr 2026
Fine-tuning 3 21% required in 100% · 3 open now · since Apr 2026
RLHF 3 21% required in 100% · 3 open now · since Apr 2026
Multimodal AI 3 21% required in 67% · 3 open now · since Apr 2026
Federated Learning 2 14% required in 100% · 2 open now · since Apr 2026
Show all (28)
Function Calling2
Knowledge Distillation2
Machine Learning2
Model Distillation2
Multi-Agent Systems2
Quantization2
RLAIF2
Sensor Fusion2
Sim-to-Real2
Swarm Robotics2
Transfer Learning2
Embodied AI2
Anomaly Detection1
Computer Vision1
DO-178C1
GitOps1
Human-in-the-Loop1
NLP1
Platform Engineering1
SLAM1

What does each Technology Innovation Institute team work with?

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

AI/ML

4 postings
Python4
AWS3
C++3
GCP3
PyTorch3
TensorFlow3

Backend

4 postings
Docker3
Kubernetes3
Linux3
Python3
Git2
MAVLink2

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How is the Technology Innovation Institute 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
Machine LearningSep 2026
GitLab CISep 2026
JenkinsSep 2026
PrometheusSep 2026
LinuxAug 2026
CI/CDAug 2026
KubernetesAug 2026
GitAug 2026
Not named for 6 months
GazeboApr 2026
AirSimApr 2026
Federated LearningApr 2026
Isaac GymApr 2026
MAVSDKApr 2026
MuJoCoApr 2026
Multi-Agent SystemsApr 2026
PyBulletApr 2026

How modern is the Technology Innovation Institute stack?

Cutting-edge AI adopter 84/100

Technology Innovation Institute 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: 6; legacy ones: 0.

How common is the Technology Innovation Institute stack in its industry?

Share of the 742 companies in the same industries, whose stack Alion knows, that use each technology.

Python68%
C++34%
PyTorch30%
Linux40%
TensorFlow16%
Kubernetes32%
ROS25%
CUDA14%
TensorFlow C++8%
AWS31%

What sets Technology Innovation Institute apart

LoRA4%
PEFT4%

Questions about the Technology Innovation Institute tech stack

What programming languages does Technology Innovation Institute use?

The languages named in Technology Innovation Institute job postings are Python (86%), C++ (50%), Bash (7%), Embedded C (7%), Java (7%), as a share of the 14 postings of the last 12 months.

Does Technology Innovation Institute use PyTorch?

Yes. PyTorch is named in 7 of 14 job postings (50%) and required in 7 of them.

What cloud and platforms does Technology Innovation Institute use?

The cloud and platforms named in Technology Innovation Institute job postings are Linux (6), Kubernetes (5), AWS (3) (postings in brackets).

What skills do you need for a AI/ML job at Technology Innovation Institute?

AI/ML postings at Technology Innovation Institute most often require Python (4), AWS (3), C++ (3), GCP (3), out of 4 postings in the last 12 months.

Is the Technology Innovation Institute tech stack changing?

Yes. Machine Learning, GitLab CI, Jenkins, Prometheus first appeared in Technology Innovation Institute job postings in the last six months.

How modern is the Technology Innovation Institute tech stack?

Technology Innovation Institute 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: 6; legacy ones: 0.

How does Alion know the Technology Innovation Institute tech stack?

Alion reads every job posting Technology Innovation Institute publishes and tags the technologies each one names. The figures on this page count the 14 postings of the last 12 months and were updated on Oct 28, 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, "Technology Innovation Institute tech stack: 109 technologies from 14 job postings", as of Oct 28, 2026. https://alion.io/company/technology-innovation-institute/technologies

Licence: CC BY-SA 4.0JSON