Ann Arbor SPARK tech stack

Ann Arbor SPARK builds mostly with Python, Rust, C++, C. Its stack also includes Linux, GitHub Actions, CUDA, ZeroMQ. Python is named in 5 of the 11 job postings Ann Arbor SPARK published in the last 12 months (45%). Counted by Alion from the job postings of Ann Arbor SPARK, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
59
Postings analysed
11
Open now
11
Modernity
66 /100

What programming languages does Ann Arbor SPARK use?

Python is named in 45% of job postings at Ann Arbor SPARK, followed by Rust (45%), C++ (36%), C (18%).

Python 5 45% required in 100% · 5 open now · since Sep 2026
Rust 5 45% required in 80% · 5 open now · since Sep 2026
C++ 4 36% required in 100% · 4 open now · since Sep 2026
C 2 18% optional · 2 open now · since Sep 2026
Go 1 9% required in 100% · 1 open now · since Sep 2026
Lua 1 9% optional · 1 open now · since Sep 2026
SQL 1 9% optional · 1 open now · since Sep 2026

What frameworks and libraries does Ann Arbor SPARK use?

CUDA is named in 18% of job postings at Ann Arbor SPARK, followed by ZeroMQ (18%), SGLang (9%), Triton (9%).

CUDA 2 18% required in 50% · 2 open now · since Sep 2026
ZeroMQ 2 18% required in 50% · 2 open now · since Sep 2026
SGLang 1 9% required in 100% · 1 open now · since Sep 2026
Triton 1 9% required in 100% · 1 open now · since Sep 2026

What databases does Ann Arbor SPARK use?

PostgreSQL is named in 9% of job postings at Ann Arbor SPARK, followed by Redis (9%), SQLite (9%).

PostgreSQL 1 9% optional · 1 open now · since Sep 2026
Redis 1 9% optional · 1 open now · since Sep 2026
SQLite 1 9% optional · 1 open now · since Sep 2026

What cloud and platforms does Ann Arbor SPARK use?

Linux is named in 36% of job postings at Ann Arbor SPARK, followed by GitHub Actions (18%), CUDA Toolkit (18%), Kubernetes (18%).

Linux 4 36% required in 50% · 4 open now · since Sep 2026
GitHub Actions 2 18% required in 100% · 2 open now · since Sep 2026
CUDA Toolkit 2 18% required in 50% · 2 open now · since Sep 2026
Kubernetes 2 18% required in 50% · 2 open now · since Sep 2026
Grafana 2 18% optional · 2 open now · since Sep 2026
Apache Kafka 1 9% required in 100% · 1 open now · since Sep 2026
RTOS 1 9% required in 100% · 1 open now · since Sep 2026
TorchServe 1 9% required in 100% · 1 open now · since Sep 2026
Show all (15)
vLLM1
AWS1
Azure1
Datadog1
GitHub1
SIEM1
Splunk1

What developer tools does Ann Arbor SPARK use?

Prometheus is named in 36% of job postings at Ann Arbor SPARK, followed by Docker (27%), Rest API (27%), gRPC (27%).

Prometheus 4 36% optional · 4 open now · since Sep 2026
Docker 3 27% required in 67% · 3 open now · since Sep 2026
Rest API 3 27% required in 67% · 3 open now · since Sep 2026
gRPC 3 27% required in 67% · 3 open now · since Sep 2026
Wireshark 2 18% required in 50% · 2 open now · since Sep 2026
Git 1 9% required in 100% · 1 open now · since Sep 2026
JTAG Debuggers 1 9% required in 100% · 1 open now · since Sep 2026
Jenkins 1 9% required in 100% · 1 open now · since Sep 2026
Show all (17)
MQTT1
TensorRT1
Ansible1
ArgoCD1
Chef1
Cortex1
Helm1
Puppet1
Terraform1

Which engineering practices does Ann Arbor SPARK ask for?

CI/CD is named in 45% of job postings at Ann Arbor SPARK, followed by Machine Learning (27%), Edge AI (18%), VLAN (18%).

CI/CD 5 45% required in 100% · 5 open now · since Sep 2026
Machine Learning 3 27% required in 67% · 3 open now · since Sep 2026
Edge AI 2 18% required in 100% · 2 open now · since Sep 2026
VLAN 2 18% required in 100% · 2 open now · since Sep 2026
HPC 1 9% required in 100% · 1 open now · since Sep 2026
PKI 1 9% required in 100% · 1 open now · since Sep 2026
Platform Engineering 1 9% required in 100% · 1 open now · since Sep 2026
Time Series Forecasting 1 9% required in 100% · 1 open now · since Sep 2026
Show all (13)
VPN1
Wi-Fi1
Configuration Management1
Digital Twin1
GitOps1

What does each Ann Arbor SPARK team work with?

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

Backend

3 postings
Python3
Rust3
C++2
Linux2
Rest API2
gRPC2

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How modern is the Ann Arbor SPARK stack?

Modern 66/100

Ann Arbor SPARK 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 common is the Ann Arbor SPARK stack in its industry?

Share of the 2,453 companies in the same industries, whose stack Alion knows, that use each technology.

Python43%
Rust4%
C++11%
Linux21%
C3%
CUDA1%
CUDA Toolkit2%
GitHub Actions12%
Grafana11%
Kubernetes25%

What sets Ann Arbor SPARK apart

Rust4%

Questions about the Ann Arbor SPARK tech stack

What programming languages does Ann Arbor SPARK use?

The languages named in Ann Arbor SPARK job postings are Python (45%), Rust (45%), C++ (36%), C (18%), Go (9%), as a share of the 11 postings of the last 12 months.

Does Ann Arbor SPARK use CUDA?

Yes. CUDA is named in 2 of 11 job postings (18%) and required in 1 of them.

What cloud and platforms does Ann Arbor SPARK use?

The cloud and platforms named in Ann Arbor SPARK job postings are Linux (4), GitHub Actions (2), CUDA Toolkit (2) (postings in brackets).

What skills do you need for a Backend job at Ann Arbor SPARK?

Backend postings at Ann Arbor SPARK most often require Python (3), Rust (3), C++ (2), Linux (2), out of 3 postings in the last 12 months.

Is the Ann Arbor SPARK tech stack changing?

No new technology has appeared in Ann Arbor SPARK job postings in the last six months.

How modern is the Ann Arbor SPARK tech stack?

Ann Arbor SPARK 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 Ann Arbor SPARK tech stack?

Alion reads every job posting Ann Arbor SPARK publishes and tags the technologies each one names. The figures on this page count the 11 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, "Ann Arbor SPARK tech stack: 59 technologies from 11 job postings", as of Sep 30, 2026. https://alion.io/company/annarborusa/technologies

Licence: CC BY-SA 4.0JSON