Ann Arbor SPARK tech stack
Ann Arbor SPARK builds mostly with Python, Rust, C++, C. Its stack also includes Linux, vLLM, PyTorch, TensorFlow. Python is named in 9 of the 17 job postings Ann Arbor SPARK published in the last 12 months (53%). Counted by Alion from the job postings of Ann Arbor SPARK, updated Nov 15, 2026.
What programming languages does Ann Arbor SPARK use?
Python is named in 53% of job postings at Ann Arbor SPARK, followed by Rust (47%), C++ (29%), C (12%).
C++ 
What frameworks and libraries does Ann Arbor SPARK use?
PyTorch is named in 18% of job postings at Ann Arbor SPARK, followed by TensorFlow (18%), CUDA (12%), ZeroMQ (12%).
What databases does Ann Arbor SPARK use?
PostgreSQL is named in 6% of job postings at Ann Arbor SPARK, followed by Redis (6%), SQLite (6%).
What cloud and platforms does Ann Arbor SPARK use?
Linux is named in 29% of job postings at Ann Arbor SPARK, followed by vLLM (24%), Kubernetes (18%), Databricks (18%).
vLLM
4 24%
Kubernetes
3 18%
Databricks
3 18%
Grafana
3 18%
Spark
3 18%
GitHub Actions
2 12%
Apache Kafka
1 6%
Show all (16)
What developer tools does Ann Arbor SPARK use?
Docker is named in 24% of job postings at Ann Arbor SPARK, followed by Prometheus (24%), pySpark (18%), Rest API (18%).
Docker
4 24%
Prometheus
4 24%
pySpark
3 18%
Rest API
3 18%
gRPC
3 18%
Git
2 12%
Wireshark
2 12%
Ansible
2 12%
Show all (18)
What AI and ML technologies does Ann Arbor SPARK use?
LLM is named in 18% of job postings at Ann Arbor SPARK.
LLM
3 18%
Which engineering practices does Ann Arbor SPARK ask for?
CI/CD is named in 53% of job postings at Ann Arbor SPARK, followed by Machine Learning (24%), Time Series (24%), Edge AI (12%).
CI/CD
9 53%
Time Series
4 24%
HPC
1 6%
Show all (13)
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 postingsHardware
3 postingsIndustrial Engineering
3 postingsHow does your stack fit Ann Arbor SPARK?
How much does Ann Arbor SPARK pay by technology?
Median stated pay of the postings that name each technology, against the median of all Ann Arbor SPARK postings with stated pay: $200k across 16 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 8 | $215k | +8% |
| Rust | 7 | $220k | +10% |
How modern is the Ann Arbor SPARK stack?
Ann Arbor SPARK scores 72 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 Ann Arbor SPARK stack in its industry?
Share of the 281 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Ann Arbor SPARK apart
Companies with a stack like Ann Arbor SPARK
Nscale
55 shared technologies
Susquehanna International Group
47 shared technologies
Arista Networks
48 shared technologies
Acuity
50 shared technologies
Symbotic
48 shared technologies
Millennium Management
51 shared technologies
Archer Aviation
52 shared technologies
Cerebras Systems
49 shared technologies
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 (53%), Rust (47%), C++ (29%), C (12%), Bash (6%), as a share of the 17 postings of the last 12 months.
Does Ann Arbor SPARK use PyTorch?
Yes. PyTorch is named in 3 of 17 job postings (18%) and required in 3 of them.
What cloud and platforms does Ann Arbor SPARK use?
The cloud and platforms named in Ann Arbor SPARK job postings are Linux (5), vLLM (4), Kubernetes (3) (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 72 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 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 17 postings of the last 12 months and were updated on Nov 15, 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: 65 technologies from 17 job postings", as of Nov 15, 2026. https://alion.io/company/annarborusa/technologies