Mecka
Robotics AI · AI Training Data & Annotation

Mecka tech stack

Mecka builds mostly with Python, C++, SQL, TypeScript. Its stack also includes PyTorch, Linux, AWS, CUDA. Python is named in 26 of the 76 job postings Mecka published in the last 12 months (34%). Counted by Alion from the job postings of Mecka, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
112
Postings analysed
76
Open now
46
Modernity
85 /100
New in 6 months
8

What programming languages does Mecka use?

Python is named in 34% of job postings at Mecka, followed by C++ (17%), SQL (11%), TypeScript (8%).

Python 26 34% required in 92% · 17 open now · since Jun 2026
C++ 13 17% required in 92% · 10 open now · since Jun 2026
SQL 8 11% required in 88% · 3 open now · since Sep 2026
TypeScript 6 8% required in 83% · 3 open now · since Sep 2026
Go 4 5% required in 75% · 1 open now · since Sep 2026
C 4 5% optional · 3 open now · since Jun 2026
JavaScript 3 4% required in 33% · 1 open now · since Sep 2026
Java 2 3% required in 100% · 1 open now · since Sep 2026
Show all (13)
Embedded C1
Kotlin1
Node JS1
Rust1
Swift1

What frameworks and libraries does Mecka use?

PyTorch is named in 16% of job postings at Mecka, followed by CUDA (4%), FFmpeg (4%), OpenCV (4%).

PyTorch 12 16% required in 83% · 10 open now · since Jun 2026
CUDA 3 4% required in 100% · 3 open now · since Jun 2026
FFmpeg 3 4% required in 33% · 2 open now · since Jun 2026
OpenCV 3 4% required in 33% · 2 open now · since Jun 2026
React.js 3 4% required in 33% · 1 open now · since Sep 2026
GTSAM 3 4% optional · 2 open now · since Jun 2026
FastAPI 2 3% required in 100% · 1 open now · since Sep 2026
Gradio 2 3% required in 100% · 1 open now · since Jun 2026
Show all (26)
MuJoCo2
COLMAP2
Ceres Solver2
Django1
Fastify1
Isaac Lab1
JAX1
Next.js1
ROS1
Ray1
React Native1
Vue.js1
AVFoundation1
CameraX1
Core Bluetooth1
GStreamer1
Jetpack Compose1
Open3D1

What databases does Mecka use?

PostgreSQL is named in 3% of job postings at Mecka.

PostgreSQL 2 3% required in 50% · since Sep 2026

What cloud and platforms does Mecka use?

Linux is named in 12% of job postings at Mecka, followed by AWS (4%), Azure (3%), GCP (3%).

Linux 9 12% required in 100% · 5 open now · since Jun 2026
AWS 3 4% required in 67% · 1 open now · since Sep 2026
Azure 2 3% required in 50% · since Sep 2026
GCP 2 3% required in 50% · since Sep 2026
Amazon S3 1 1% required in 100% · 1 open now · since Sep 2026
Authentik 1 1% required in 100% · since Oct 2026
Looker 1 1% required in 100% · 1 open now · since Sep 2026
Power BI 1 1% required in 100% · 1 open now · since Sep 2026
Show all (12)
Tableau1
Windows1
Amazon EKS1
Kubernetes1

What developer tools does Mecka use?

GraphQL is named in 3% of job postings at Mecka, followed by Isaac Sim (3%), Rest API (3%), Ansible (1%).

GraphQL 2 3% required in 50% · since Sep 2026
Isaac Sim 2 3% required in 50% · 2 open now · since Oct 2026
Rest API 2 3% required in 50% · since Sep 2026
Ansible 1 1% required in 100% · since Oct 2026
Copilot 1 1% required in 100% · since Sep 2026
Cursor 1 1% required in 100% · since Sep 2026
Docker 1 1% required in 100% · since Sep 2026
Isaac Gym 1 1% required in 100% · 1 open now · since Oct 2026
Show all (16)
Jupyter Notebook1
KiCad1
ONNX1
SolidWorks1
TensorRT1
Terraform1
WebRTC1
gRPC1

What AI and ML technologies does Mecka use?

Gaussian Splatting is named in 4% of job postings at Mecka, followed by LLM (3%), Claude (1%).

Gaussian Splatting 3 4% required in 100% · 3 open now · since Jun 2026
LLM 2 3% required in 50% · since Sep 2026
Claude 1 1% required in 100% · since Sep 2026

Which engineering practices does Mecka ask for?

Embodied AI is named in 100% of job postings at Mecka, followed by Computer Vision (22%), Machine Learning (11%), Multimodal AI (9%).

Embodied AI 76 100% required in 100% · 46 open now · since Jun 2026
Computer Vision 17 22% required in 94% · 12 open now · since Jun 2026
Machine Learning 8 11% required in 88% · 6 open now · since Sep 2026
Multimodal AI 7 9% required in 100% · 5 open now · since Jun 2026
AI Agents 6 8% required in 100% · 5 open now · since Jun 2026
Fine-tuning 6 8% required in 100% · 5 open now · since Jun 2026
Reinforcement Learning 6 8% required in 100% · 5 open now · since Oct 2026
Reinforcement Learning 6 8% required in 100% · 5 open now · since Oct 2026
Show all (41)
Inverse Kinematics5
Teleoperation4
CI/CD4
Localization3
Synthetic Data3
World Models3
ETL/ELT2
Physical AI2
Sensor Fusion2
Sim-to-Real2
Visual-Inertial Odometry2
Imitation Learning2
SLAM2
DNS1
DPO1
Design Controls1
Digital Twin1
GRPO1
Human-in-the-Loop1
IAM1
NeRF1
PPO1
Post-training1
Prompt Engineering1
Quantization1
RLHF1
SFT1
VPN1
Wi-Fi1
Embeddings1
Motion Planning1
Reward Modeling1

And 1 more, each named in fewer postings.

What does each Mecka team work with?

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

AI/ML

13 postings
PyTorch9
Python7
C++4
Gaussian Splatting3
CUDA2
MuJoCo2

Backend

10 postings
Python3
Go2
Java2
TypeScript2

Hardware

8 postings
Python6
C++3
Linux3

Robotics

6 postings
Python4
C++3
Linux3

See the open roles

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How much does Mecka pay by technology?

Median stated pay of the postings that name each technology, against the median of all Mecka postings with stated pay: $146k across 74 postings.

TechnologyPostings with payMedianvs company median
Python26$141k−3%
C++13$134k−8%
PyTorch11$161k+10%
Linux9$120k−18%
SQL8$193k+32%
TypeScript6$146k0%

How is the Mecka 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
Imitation LearningOct 2026
Reinforcement LearningOct 2026
Reinforcement LearningOct 2026
MuJoCoOct 2026
Isaac SimOct 2026
Sim-to-RealOct 2026
AzureSep 2026
GCPSep 2026
Rising
Python9% → 38%
Machine Learning0% → 12%
SQL0% → 12%
C++9% → 18%
Reinforcement Learning0% → 9%
Reinforcement Learning0% → 9%
TypeScript0% → 9%
Go0% → 6%
Falling
Multimodal AI27% → 6%
PyTorch27% → 14%
AI Agents18% → 6%
Fine-tuning18% → 6%
Teleoperation9% → 5%
C9% → 5%

How modern is the Mecka stack?

Cutting-edge AI adopter 85/100

Mecka 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: 3; legacy ones: 0.

How common is the Mecka stack in its industry?

Share of the 300 companies in the same industries, whose stack Alion knows, that use each technology.

Python74%
C++49%
PyTorch45%
Linux43%
SQL38%
TypeScript41%
C12%
Go20%
AWS45%
CUDA21%

What sets Mecka apart

FFmpeg4%
GTSAM4%

Questions about the Mecka tech stack

What programming languages does Mecka use?

The languages named in Mecka job postings are Python (34%), C++ (17%), SQL (11%), TypeScript (8%), Go (5%), as a share of the 76 postings of the last 12 months.

Does Mecka use PyTorch?

Yes. PyTorch is named in 12 of 76 job postings (16%) and required in 10 of them.

What cloud and platforms does Mecka use?

The cloud and platforms named in Mecka job postings are Linux (9), AWS (3), Azure (2) (postings in brackets).

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

AI/ML postings at Mecka most often require PyTorch (9), Python (7), C++ (4), Gaussian Splatting (3), out of 13 postings in the last 12 months.

Is the Mecka tech stack changing?

Yes. Imitation Learning, Reinforcement Learning, Reinforcement Learning, MuJoCo first appeared in Mecka job postings in the last six months.

How modern is the Mecka tech stack?

Mecka 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: 3; legacy ones: 0.

How does Alion know the Mecka tech stack?

Alion reads every job posting Mecka publishes and tags the technologies each one names. The figures on this page count the 76 postings of the last 12 months and were updated on Nov 11, 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, "Mecka tech stack: 112 technologies from 76 job postings", as of Nov 11, 2026. https://alion.io/company/mecka/technologies

Licence: CC BY-SA 4.0JSON