Watney tech stack

Watney builds mostly with Python, C++, Rust, Haskell. Its stack also includes PyTorch, Kubernetes, Linux, Embedded Rust. Python is named in 4 of the 12 job postings Watney published in the last 12 months (33%). Counted by Alion from the job postings of Watney, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
32
Postings analysed
12
Open now
12
Modernity
66 /100
New in 6 months
8

What programming languages does Watney use?

Python is named in 33% of job postings at Watney, followed by C++ (17%), Rust (17%), Haskell (8%).

Python 4 33% required in 100% · 4 open now · since Jul 2026
C++ 2 17% required in 100% · 2 open now · since Jul 2026
Rust 2 17% required in 100% · 2 open now · since Jul 2026
Haskell 1 8% required in 100% · 1 open now · since Jul 2026
LISP 1 8% required in 100% · 1 open now · since Jul 2026

What frameworks and libraries does Watney use?

PyTorch is named in 33% of job postings at Watney, followed by Embedded Rust (8%), JAX (8%), OpenTelemetry (8%).

PyTorch 4 33% required in 100% · 4 open now · since Jul 2026
Embedded Rust 1 8% required in 100% · 1 open now · since Jun 2026
JAX 1 8% required in 100% · 1 open now · since Sep 2026
OpenTelemetry 1 8% required in 100% · 1 open now · since Jul 2026
Ray 1 8% required in 100% · 1 open now · since Sep 2026
TensorFlow 1 8% required in 100% · 1 open now · since Jul 2026
Triton 1 8% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does Watney use?

Kubernetes is named in 8% of job postings at Watney, followed by Linux (8%).

Kubernetes 1 8% required in 100% · 1 open now · since Sep 2026
Linux 1 8% required in 100% · 1 open now · since Aug 2026

What developer tools does Watney use?

SolidWorks is named in 17% of job postings at Watney, followed by Canva (8%), SLURM (8%), EtherCAT (8%).

SolidWorks 2 17% required in 50% · 2 open now · since Aug 2026
Canva 1 8% required in 100% · 1 open now · since Oct 2025
SLURM 1 8% required in 100% · 1 open now · since Sep 2026
EtherCAT 1 8% optional · 1 open now · since Aug 2026
Fusion 360 1 8% optional · 1 open now · since Aug 2026

Which engineering practices does Watney ask for?

Teleoperation is named in 25% of job postings at Watney, followed by Imitation Learning (17%), Machine Learning (17%), Reinforcement Learning (17%).

Teleoperation 3 25% required in 100% · 3 open now · since Jun 2026
Imitation Learning 2 17% required in 100% · 2 open now · since Sep 2026
Machine Learning 2 17% required in 100% · 2 open now · since Jul 2026
Reinforcement Learning 2 17% required in 100% · 2 open now · since Sep 2026
Reinforcement Learning 2 17% required in 100% · 2 open now · since Sep 2026
Autonomous Navigation 1 8% required in 100% · 1 open now · since Jun 2026
Computer Vision 1 8% required in 100% · 1 open now · since Jul 2026
Inverse Kinematics 1 8% required in 100% · 1 open now · since Jun 2026
Show all (13)
Localization1
Model Predictive Control1
Multimodal AI1
Path Planning1
SLAM1

What does each Watney team work with?

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

AI/ML

4 postings
PyTorch4
Python4

Backend

3 postings
C++2
Rust2

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How is the Watney 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 LearningSep 2026
Reinforcement LearningSep 2026
Reinforcement LearningSep 2026
SolidWorksAug 2026
C++Jul 2026
RustJul 2026
Machine LearningJul 2026
PyTorchJul 2026

How modern is the Watney stack?

Modern 66/100

Watney scores 66 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: 0; legacy ones: 0.

Questions about the Watney tech stack

What programming languages does Watney use?

The languages named in Watney job postings are Python (33%), C++ (17%), Rust (17%), Haskell (8%), LISP (8%), as a share of the 12 postings of the last 12 months.

Does Watney use PyTorch?

Yes. PyTorch is named in 4 of 12 job postings (33%) and required in 4 of them.

What cloud and platforms does Watney use?

The cloud and platforms named in Watney job postings are Kubernetes (1), Linux (1) (postings in brackets).

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

AI/ML postings at Watney most often require PyTorch (4), Python (4), out of 4 postings in the last 12 months.

Is the Watney tech stack changing?

Yes. Imitation Learning, Reinforcement Learning, Reinforcement Learning, SolidWorks first appeared in Watney job postings in the last six months.

How modern is the Watney tech stack?

Watney scores 66 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: 0; legacy ones: 0.

How does Alion know the Watney tech stack?

Alion reads every job posting Watney publishes and tags the technologies each one names. The figures on this page count the 12 postings of the last 12 months and were updated on Sep 27, 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, "Watney tech stack: 32 technologies from 12 job postings", as of Sep 27, 2026. https://alion.io/company/watney-2/technologies

Licence: CC BY-SA 4.0JSON