Humyn Labs tech stack

Humyn Labs builds mostly with Python, SQL, Rust, Bash. Its stack also includes AWS, Amazon S3, PyTorch, Ray. Python is named in 9 of the 10 job postings Humyn Labs published in the last 12 months (90%). Counted by Alion from the job postings of Humyn Labs, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
56
Postings analysed
10
Open now
10
Modernity
74 /100

What programming languages does Humyn Labs use?

Python is named in 90% of job postings at Humyn Labs, followed by SQL (30%), Rust (30%), Bash (20%).

Python 9 90% required in 100% · 9 open now · since Aug 2026
SQL 3 30% required in 100% · 3 open now · since Sep 2026
Rust 3 30% optional · 3 open now · since Aug 2026
Bash 2 20% optional · 2 open now · since Aug 2026

What frameworks and libraries does Humyn Labs use?

PyTorch is named in 50% of job postings at Humyn Labs, followed by Ray (50%), CUDA (30%), MediaPipe (30%).

PyTorch 5 50% required in 100% · 5 open now · since Aug 2026
Ray 5 50% optional · 5 open now · since Aug 2026
CUDA 3 30% required in 100% · 3 open now · since Aug 2026
MediaPipe 3 30% required in 100% · 3 open now · since Aug 2026
cuDNN 3 30% required in 100% · 3 open now · since Aug 2026
LeRobot 2 20% optional · 2 open now · since Sep 2026
ROS 2 20% optional · 2 open now · since Sep 2026
FastAPI 1 10% required in 100% · 1 open now · since Sep 2026

What databases does Humyn Labs use?

Apache Hudi is named in 30% of job postings at Humyn Labs, followed by Delta Lake (30%), DynamoDB (30%), PostgreSQL (10%).

Apache Hudi 3 30% required in 100% · 3 open now · since Sep 2026
Delta Lake 3 30% required in 100% · 3 open now · since Sep 2026
DynamoDB 3 30% required in 100% · 3 open now · since Sep 2026
PostgreSQL 1 10% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does Humyn Labs use?

AWS is named in 90% of job postings at Humyn Labs, followed by Amazon S3 (70%), Amazon ECS (40%), Amazon EKS (40%).

AWS 9 90% required in 100% · 9 open now · since Aug 2026
Amazon S3 7 70% required in 100% · 7 open now · since Aug 2026
Amazon ECS 4 40% required in 100% · 4 open now · since Aug 2026
Amazon EKS 4 40% required in 100% · 4 open now · since Aug 2026
Kubernetes 4 40% required in 75% · 4 open now · since Aug 2026
Amazon CloudWatch 4 40% required in 50% · 4 open now · since Aug 2026
AWS Lambda 3 30% required in 100% · 3 open now · since Aug 2026
AWS Step Functions 3 30% required in 100% · 3 open now · since Aug 2026
Show all (18)
Airflow3
CUDA Toolkit3
GitHub Actions3
Hugging Face2
Amazon EC21
GCP1
Google GKE1
Grafana1
Linux1
GitHub1

What developer tools does Humyn Labs use?

Docker is named in 40% of job postings at Humyn Labs, followed by Terraform (40%), Foxglove Studio (20%), SLURM (20%).

Docker 4 40% required in 100% · 4 open now · since Aug 2026
Terraform 4 40% required in 100% · 4 open now · since Aug 2026
Foxglove Studio 2 20% optional · 2 open now · since Sep 2026
SLURM 2 20% optional · 2 open now · since Sep 2026
AWS Glue 1 10% required in 100% · 1 open now · since Sep 2026
CloudFormation 1 10% required in 100% · 1 open now · since Sep 2026
Prometheus 1 10% required in 100% · 1 open now · since Sep 2026

What AI and ML technologies does Humyn Labs use?

VLM is named in 20% of job postings at Humyn Labs.

VLM 2 20% optional · 2 open now · since Sep 2026

Which engineering practices does Humyn Labs ask for?

Multimodal AI is named in 90% of job postings at Humyn Labs, followed by IAM (50%), Computer Vision (50%), Visual-Inertial Odometry (50%).

Multimodal AI 9 90% required in 44% · 9 open now · since Aug 2026
IAM 5 50% required in 100% · 5 open now · since Aug 2026
Computer Vision 5 50% required in 80% · 5 open now · since Aug 2026
Visual-Inertial Odometry 5 50% required in 40% · 5 open now · since Aug 2026
CI/CD 4 40% required in 75% · 4 open now · since Aug 2026
Vision-Language-Action 3 30% required in 33% · 3 open now · since Sep 2026
Localization 3 30% optional · 3 open now · since Aug 2026
ETL/ELT 2 20% required in 100% · 2 open now · since Sep 2026
Show all (14)
SLAM2
Embodied AI1
Physical AI1
Platform Engineering1
World Models1
FinOps1

What does each Humyn Labs team work with?

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

AI/ML

4 postings
AWS4
PyTorch4
Python4
AWS Lambda2
AWS Step Functions2
Amazon ECS2

Data Science

3 postings
AWS3
Airflow3
Amazon S33
Apache Hudi3
Delta Lake3
DynamoDB3

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How modern is the Humyn Labs stack?

Modern AI adopter 74/100

Humyn Labs scores 74 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How common is the Humyn Labs stack in its industry?

Share of the 2,326 companies in the same industries, whose stack Alion knows, that use each technology.

AWS47%
Python61%
Amazon S313%
PyTorch17%
Ray4%
Amazon CloudWatch6%
Amazon ECS8%
Amazon EKS9%
Kubernetes37%
AWS Lambda10%

What sets Humyn Labs apart

Ray4%
AWS Step Functions3%
Apache Hudi0%
Delta Lake4%
MediaPipe0%
cuDNN0%

Questions about the Humyn Labs tech stack

What programming languages does Humyn Labs use?

The languages named in Humyn Labs job postings are Python (90%), SQL (30%), Rust (30%), Bash (20%), as a share of the 10 postings of the last 12 months.

Does Humyn Labs use PyTorch?

Yes. PyTorch is named in 5 of 10 job postings (50%) and required in 5 of them.

What cloud and platforms does Humyn Labs use?

The cloud and platforms named in Humyn Labs job postings are AWS (9), Amazon S3 (7), Amazon ECS (4) (postings in brackets).

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

AI/ML postings at Humyn Labs most often require AWS (4), PyTorch (4), Python (4), AWS Lambda (2), out of 4 postings in the last 12 months.

Is the Humyn Labs tech stack changing?

No new technology has appeared in Humyn Labs job postings in the last six months.

How modern is the Humyn Labs tech stack?

Humyn Labs scores 74 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 1; legacy ones: 0.

How does Alion know the Humyn Labs tech stack?

Alion reads every job posting Humyn Labs publishes and tags the technologies each one names. The figures on this page count the 10 postings of the last 12 months and were updated on Sep 30, 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, "Humyn Labs tech stack: 56 technologies from 10 job postings", as of Sep 30, 2026. https://alion.io/company/humyn-labs/technologies

Licence: CC BY-SA 4.0JSON