Hawk-Eye Innovations
Computer Vision · Sports Analytics

Hawk-Eye Innovations tech stack

Hawk-Eye Innovations builds mostly with C++, TypeScript, JavaScript, Python. Its stack also includes AWS, React.js, GitHub Actions, OpenGL. C++ is named in 19 of the 39 job postings Hawk-Eye Innovations published in the last 12 months (49%). Counted by Alion from the job postings of Hawk-Eye Innovations, updated Nov 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 13, 2026
Technologies in use
92
Postings analysed
39
Open now
4
Modernity
82 /100
New in 6 months
8

What programming languages does Hawk-Eye Innovations use?

C++ is named in 49% of job postings at Hawk-Eye Innovations, followed by TypeScript (21%), JavaScript (21%), Python (18%).

C++ 19 49% required in 95% · 3 open now · since Apr 2026
TypeScript 8 21% required in 88% · 1 open now · since Jun 2026
JavaScript 8 21% required in 75% · 1 open now · since May 2026
Python 7 18% required in 100% · 1 open now · since Jun 2026
C 6 15% required in 50% · 1 open now · since May 2026
Node JS 5 13% required in 80% · since Jun 2026
Java 4 10% required in 100% · 1 open now · since Jan 2026
SQL 4 10% required in 50% · since Jul 2026
Show all (12)
GLSL3
HLSL3
Kotlin2
PowerShell1

What frameworks and libraries does Hawk-Eye Innovations use?

React.js is named in 18% of job postings at Hawk-Eye Innovations, followed by OpenGL (15%), CUDA (15%), FFmpeg (15%).

React.js 7 18% required in 86% · 1 open now · since May 2026
OpenGL 6 15% required in 33% · since May 2026
CUDA 6 15% optional · since Apr 2026
FFmpeg 6 15% optional · 1 open now · since May 2026
Cypress 4 10% required in 100% · since Jun 2026
Unreal Engine 3 8% required in 100% · since Jul 2026
Qt 3 8% required in 33% · since May 2026
PyTorch 2 5% required in 100% · 1 open now · since Jun 2026
Show all (21)
OpenCV2
Kotlin Multiplatform1
NumPy1
OpenTelemetry1
Pandas1
Playwright1
Spring Boot1
Triton1
OpenCL1
PixiJS1
Pytest1
React Native1
ZeroMQ1

What databases does Hawk-Eye Innovations use?

DynamoDB is named in 5% of job postings at Hawk-Eye Innovations, followed by Redis (3%).

DynamoDB 2 5% required in 50% · since Jan 2026
Redis 1 3% optional · since Aug 2026

What cloud and platforms does Hawk-Eye Innovations use?

AWS is named in 41% of job postings at Hawk-Eye Innovations, followed by GitHub Actions (15%), Windows (13%), Datadog (10%).

AWS 16 41% required in 56% · 3 open now · since Jan 2026
GitHub Actions 6 15% required in 33% · 1 open now · since Jan 2026
Windows 5 13% required in 80% · 1 open now · since May 2026
Datadog 4 10% required in 100% · since Jan 2026
Amazon S3 4 10% required in 50% · since Jan 2026
Apache Kafka 3 8% required in 100% · 1 open now · since Jan 2026
RabbitMQ 3 8% required in 100% · since Jan 2026
AWS Lambda 3 8% required in 67% · since Jan 2026
Show all (23)
DirectX3
Linux3
Amazon ECS3
GitHub3
Microsoft Entra ID2
Postman2
Amazon CloudWatch1
Grafana1
Splunk1
AWS Bedrock1
Amazon EC21
Amazon SageMaker1
DLP1
Kubernetes1
TeamCity1

What developer tools does Hawk-Eye Innovations use?

Git is named in 41% of job postings at Hawk-Eye Innovations, followed by Docker (10%), npm (8%), Terraform (8%).

Git 16 41% required in 81% · 2 open now · since Apr 2026
Docker 4 10% required in 50% · since Jan 2026
npm 3 8% required in 67% · since Jun 2026
Terraform 3 8% required in 33% · since Jan 2026
Android NDK 2 5% required in 100% · 1 open now · since Sep 2026
ONNX 2 5% required in 100% · 1 open now · since Jun 2026
TensorRT 2 5% required in 100% · 1 open now · since Jun 2026
CMake 2 5% required in 50% · 1 open now · since Jun 2026
Show all (15)
Rest API2
WebSockets2
Ansible1
CloudFormation1
Keycloak1
Prometheus1
FortiGate1

What AI and ML technologies does Hawk-Eye Innovations use?

Claude is named in 3% of job postings at Hawk-Eye Innovations, followed by LLM (3%).

Claude 1 3% required in 100% · since Aug 2026
LLM 1 3% required in 100% · 1 open now · since Oct 2026

Which engineering practices does Hawk-Eye Innovations ask for?

Computer Vision is named in 36% of job postings at Hawk-Eye Innovations, followed by Machine Learning (31%), CI/CD (21%), AI Agents (15%).

Computer Vision 14 36% required in 93% · 3 open now · since Apr 2026
Machine Learning 12 31% required in 50% · 2 open now · since Apr 2026
CI/CD 8 21% required in 88% · 1 open now · since Jan 2026
AI Agents 6 15% required in 100% · 2 open now · since Jul 2026
Platform Engineering 3 8% required in 100% · since Jul 2026
TCP/IP 3 8% required in 100% · 1 open now · since Jul 2026
Incident Management 3 8% required in 33% · since Aug 2026
Human-in-the-Loop 2 5% required in 100% · since Aug 2026
Show all (17)
LLM Guardrails2
Wi-Fi2
ETL/ELT1
Edge AI1
Inverse Kinematics1
Localization1
Quantization1
Synthetic Data1
VPN1

What does each Hawk-Eye Innovations team work with?

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

Backend

12 postings
C++5
AWS4
Java4
Apache Kafka3
Git3
React.js3

AI/ML

7 postings
C++7
Git4
Python3

DevOps

4 postings
AWS2
Datadog2
RabbitMQ2

Games

3 postings
C++3
Unreal Engine3
DirectX2
GLSL2
Git2
HLSL2

Frontend

3 postings
Cypress3
JavaScript3
Node JS3
React.js3
TypeScript3
npm2

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How much does Hawk-Eye Innovations pay by technology?

Median stated pay of the postings that name each technology, against the median of all Hawk-Eye Innovations postings with stated pay: $81k across 13 postings.

TechnologyPostings with payMedianvs company median
AWS8$79k−3%
C++6$84k+4%

How is the Hawk-Eye Innovations 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
Android NDKSep 2026
KotlinSep 2026
Wi-FiSep 2026
Human-in-the-LoopAug 2026
LLM GuardrailsAug 2026
Incident ManagementAug 2026
Platform EngineeringJul 2026
TCP/IPJul 2026
Rising
AI Agents5% → 31%
CI/CD10% → 31%
GitHub Actions10% → 19%
Windows10% → 19%
Falling
TypeScript35% → 6%
JavaScript35% → 6%
Computer Vision45% → 19%
React.js30% → 6%
CUDA20% → 0%
Cypress20% → 0%
Git50% → 31%
OpenGL25% → 6%

How modern is the Hawk-Eye Innovations stack?

Cutting-edge AI adopter 82/100

Hawk-Eye Innovations scores 82 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 Hawk-Eye Innovations stack in its industry?

Share of the 359 companies in the same industries, whose stack Alion knows, that use each technology.

C++33%
AWS47%
JavaScript46%
TypeScript37%
Python72%
React.js33%
C9%
CUDA13%
FFmpeg6%
GitHub Actions15%

What sets Hawk-Eye Innovations apart

OpenGL3%
DirectX1%
GLSL1%
HLSL1%
Qt2%
Unreal Engine3%

Questions about the Hawk-Eye Innovations tech stack

What programming languages does Hawk-Eye Innovations use?

The languages named in Hawk-Eye Innovations job postings are C++ (49%), TypeScript (21%), JavaScript (21%), Python (18%), C (15%), as a share of the 39 postings of the last 12 months.

Does Hawk-Eye Innovations use React.js?

Yes. React.js is named in 7 of 39 job postings (18%) and required in 6 of them.

What cloud and platforms does Hawk-Eye Innovations use?

The cloud and platforms named in Hawk-Eye Innovations job postings are AWS (16), GitHub Actions (6), Windows (5) (postings in brackets).

What skills do you need for a Backend job at Hawk-Eye Innovations?

Backend postings at Hawk-Eye Innovations most often require C++ (5), AWS (4), Java (4), Apache Kafka (3), out of 12 postings in the last 12 months.

Is the Hawk-Eye Innovations tech stack changing?

Yes. Android NDK, Kotlin, Wi-Fi, Human-in-the-Loop first appeared in Hawk-Eye Innovations job postings in the last six months.

How modern is the Hawk-Eye Innovations tech stack?

Hawk-Eye Innovations scores 82 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 Hawk-Eye Innovations tech stack?

Alion reads every job posting Hawk-Eye Innovations publishes and tags the technologies each one names. The figures on this page count the 39 postings of the last 12 months and were updated on Nov 13, 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, "Hawk-Eye Innovations tech stack: 92 technologies from 39 job postings", as of Nov 13, 2026. https://alion.io/company/hawkeyeinnovations/technologies

Licence: CC BY-SA 4.0JSON