Kodiak
Logistics · Autonomous Driving

Kodiak tech stack

Kodiak builds mostly with C++, Python, MATLAB, SQL. Its stack also includes AWS, Linux, PyTorch, Amazon Aurora. AWS is named in 66 of the 82 job postings Kodiak published in the last 12 months (80%). Counted by Alion from the job postings of Kodiak, updated Nov 14, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 14, 2026
Technologies in use
88
Postings analysed
82
Open now
44
Modernity
69 /100
New in 6 months
6

What programming languages does Kodiak use?

C++ is named in 39% of job postings at Kodiak, followed by Python (23%), MATLAB (9%), SQL (4%).

C++ 32 39% required in 100% · 13 open now · since Jun 2025
Python 19 23% required in 95% · 6 open now · since Jun 2025
MATLAB 7 9% required in 86% · 3 open now · since Jun 2025
SQL 3 4% required in 100% · 1 open now · since Apr 2026
Embedded C 2 2% required in 100% · since May 2026
C 2 2% required in 50% · since May 2026
C# 1 1% required in 100% · 1 open now · since Sep 2026
Go 1 1% required in 100% · since Mar 2026
Show all (11)
JavaScript1
Rust1
TypeScript1

What frameworks and libraries does Kodiak use?

PyTorch is named in 5% of job postings at Kodiak, followed by CUDA (1%), DeepSpeed (1%), FSDP (1%).

PyTorch 4 5% required in 100% · 1 open now · since Mar 2026
CUDA 1 1% required in 100% · 1 open now · since Jul 2026
DeepSpeed 1 1% required in 100% · 1 open now · since Jul 2026
FSDP 1 1% required in 100% · 1 open now · since Jul 2026
Megatron-LM 1 1% required in 100% · 1 open now · since Jul 2026
Metaflow 1 1% required in 100% · since Apr 2026
NCCL 1 1% required in 100% · 1 open now · since Jul 2026
React.js 1 1% required in 100% · 1 open now · since Jul 2026
Show all (12)
TensorFlow1
TensorFlow C++1
Three.JS1
Triton1

What databases does Kodiak use?

Amazon Aurora is named in 1% of job postings at Kodiak, followed by ElasticSearch (1%), MS SQL (1%), MySQL (1%).

Amazon Aurora 1 1% required in 100% · 1 open now · since Sep 2026
ElasticSearch 1 1% required in 100% · 1 open now · since Sep 2026
MS SQL 1 1% required in 100% · 1 open now · since Sep 2026
MySQL 1 1% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does Kodiak use?

AWS is named in 80% of job postings at Kodiak, followed by Linux (10%), Kibana (6%), Ubuntu (6%).

AWS 66 80% required in 98% · 44 open now · since Jun 2025
Linux 8 10% required in 88% · 4 open now · since Feb 2026
Kibana 5 6% required in 100% · 2 open now · since Jul 2026
Ubuntu 5 6% required in 100% · 3 open now · since Jan 2026
Windows 4 5% required in 100% · 2 open now · since Jan 2026
Kubernetes 3 4% required in 67% · 1 open now · since Jan 2026
Debian 2 2% required in 100% · 2 open now · since Sep 2026
Grafana 2 2% required in 50% · 1 open now · since Jan 2026
Show all (14)
Okta2
Rancher2
Airflow1
Crowdstrike1
GCP1
GitHub1

What developer tools does Kodiak use?

SolidWorks is named in 5% of job postings at Kodiak, followed by Git (4%), Simulink (4%), CATIA (2%).

SolidWorks 4 5% required in 100% · 2 open now · since Mar 2026
Git 3 4% required in 100% · 2 open now · since Jan 2026
Simulink 3 4% required in 67% · since Jun 2025
CATIA 2 2% required in 100% · 1 open now · since Jul 2026
Ansible 2 2% required in 50% · 1 open now · since Jan 2026
MinIO 2 2% required in 50% · 1 open now · since Jan 2026
Prometheus 2 2% required in 50% · 1 open now · since Jan 2026
Terraform 2 2% required in 50% · 1 open now · since Jan 2026
Show all (17)
ANSYS1
InfiniBand1
Microsoft Excel1
NVLink1
Nmap1
ONNX1
TensorRT1
Wireshark1
Bazel1

What AI and ML technologies does Kodiak use?

LLM is named in 1% of job postings at Kodiak.

LLM 1 1% required in 100% · since Apr 2026

Which engineering practices does Kodiak ask for?

Motion Planning is named in 15% of job postings at Kodiak, followed by Machine Learning (10%), Computer Vision (6%), Sensor Fusion (6%).

Motion Planning 12 15% required in 100% · 5 open now · since Jun 2025
Machine Learning 8 10% required in 100% · 3 open now · since Apr 2026
Computer Vision 5 6% required in 100% · 4 open now · since Apr 2026
Sensor Fusion 5 6% required in 80% · 5 open now · since Feb 2026
Multimodal AI 4 5% required in 75% · 2 open now · since Mar 2026
ETL/ELT 2 2% required in 100% · 1 open now · since Apr 2026
FMEA 2 2% required in 100% · 2 open now · since Apr 2026
IAM 2 2% required in 100% · since Feb 2026
Show all (29)
Inertial Navigation2
Localization2
Self-Supervised Learning2
Wi-Fi2
World Models2
A/B Testing1
CAPA1
CI/CD1
DO-178C1
Diffusion Models1
Human-in-the-Loop1
Incident Management1
Physical AI1
Quantization1
Red Teaming1
Time Series1
Tokenization1
VPN1
Verification & Validation1
Service Mesh1
eBPF1

What does each Kodiak team work with?

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

Backend

16 postings
C++15
AWS13
MATLAB3
Embedded C2
Python2
Simulink2

Industrial Engineering

12 postings
AWS9
C++6
Python3

Product

9 postings
AWS6
Kibana3

Early Careers

6 postings
C++5
AWS3
Python2

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How much does Kodiak pay by technology?

Median stated pay of the postings that name each technology, against the median of all Kodiak postings with stated pay: $215k across 55 postings.

TechnologyPostings with payMedianvs company median
AWS44$218k+1%
C++27$250k+16%
Python14$220k+2%
MATLAB6$190k−12%
Linux5$185k−14%

How is the Kodiak 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
DebianSep 2026
Inertial NavigationSep 2026
LocalizationSep 2026
Self-Supervised LearningAug 2026
CATIAJul 2026
KibanaJul 2026
Rising
Ubuntu0% → 8%
Machine Learning4% → 11%
Linux4% → 11%
MATLAB4% → 8%
Computer Vision4% → 8%
Falling
Python25% → 13%
Multimodal AI11% → 0%
Motion Planning14% → 8%
Not named for 6 months
IAMMar 2026

How modern is the Kodiak stack?

Modern AI adopter 69/100

Kodiak scores 69 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 Kodiak stack in its industry?

Share of the 1,580 companies in the same industries, whose stack Alion knows, that use each technology.

AWS19%
C++11%
Python33%
Linux19%
MATLAB4%
Kibana1%
Ubuntu3%
PyTorch7%
Windows21%
Kubernetes16%

What sets Kodiak apart

MATLAB4%
Kibana1%
Ubuntu3%

Questions about the Kodiak tech stack

What programming languages does Kodiak use?

The languages named in Kodiak job postings are C++ (39%), Python (23%), MATLAB (9%), SQL (4%), Embedded C (2%), as a share of the 82 postings of the last 12 months.

Does Kodiak use PyTorch?

Yes. PyTorch is named in 4 of 82 job postings (5%) and required in 4 of them.

What cloud and platforms does Kodiak use?

The cloud and platforms named in Kodiak job postings are AWS (66), Linux (8), Kibana (5) (postings in brackets).

What skills do you need for a Backend job at Kodiak?

Backend postings at Kodiak most often require C++ (15), AWS (13), MATLAB (3), Embedded C (2), out of 16 postings in the last 12 months.

Is the Kodiak tech stack changing?

Yes. Debian, Inertial Navigation, Localization, Self-Supervised Learning first appeared in Kodiak job postings in the last six months.

How modern is the Kodiak tech stack?

Kodiak scores 69 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 Kodiak tech stack?

Alion reads every job posting Kodiak publishes and tags the technologies each one names. The figures on this page count the 82 postings of the last 12 months and were updated on Nov 14, 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, "Kodiak tech stack: 88 technologies from 82 job postings", as of Nov 14, 2026. https://alion.io/company/kodiak/technologies

Licence: CC BY-SA 4.0JSON