Lightning AI tech stack
Lightning AI builds mostly with Python, Go, SQL, Bash. Its stack also includes PyTorch, Kubernetes, Linux, Ray. PyTorch is named in 71 of the 71 job postings Lightning AI published in the last 12 months (100%). Counted by Alion from the job postings of Lightning AI, updated Nov 12, 2026.
What programming languages does Lightning AI use?
Python is named in 34% of job postings at Lightning AI, followed by Go (15%), SQL (6%), Bash (4%).
What frameworks and libraries does Lightning AI use?
PyTorch is named in 100% of job postings at Lightning AI, followed by Ray (8%), CUDA (7%), NCCL (6%).
PyTorch
71 100%
Ray
6 8%
OpenTelemetry
3 4%
TensorFlow
2 3%
DeepSpeed
1 1%
Show all (16)
What databases does Lightning AI use?
Google BigQuery is named in 6% of job postings at Lightning AI, followed by Snowflake (3%).
Google BigQuery
4 6%
Snowflake
2 3%
What cloud and platforms does Lightning AI use?
Kubernetes is named in 24% of job postings at Lightning AI, followed by Linux (20%), AWS (11%), GCP (11%).
Kubernetes
17 24%
AWS
8 11%
GCP
8 11%
Azure
6 8%
Grafana
6 8%
vLLM
3 4%
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What developer tools does Lightning AI use?
InfiniBand is named in 14% of job postings at Lightning AI, followed by SLURM (14%), Ansible (7%), Terraform (7%).
SLURM
10 14%
Ansible
5 7%
Terraform
5 7%
Docker
4 6%
Prometheus
4 6%
Rest API
3 4%
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What AI and ML technologies does Lightning AI use?
LLM is named in 3% of job postings at Lightning AI, followed by Claude (1%), PEFT (1%).
Which engineering practices does Lightning AI ask for?
HPC is named in 20% of job postings at Lightning AI, followed by Machine Learning (14%), Platform Engineering (11%), AI Agents (7%).
HPC
14 20%
Platform Engineering
8 11%
AI Agents
5 7%
CI/CD
5 7%
Fine-tuning
4 6%
GitOps
4 6%
Show all (25)
What does each Lightning AI team work with?
The technologies each team's postings require most often, with the number of postings that require them.
DevOps
8 postingsAI/ML
6 postingsBackend
6 postingsHow does your stack fit Lightning AI?
How much does Lightning AI pay by technology?
Median stated pay of the postings that name each technology, against the median of all Lightning AI postings with stated pay: $219k across 64 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| PyTorch | 64 | $219k | 0% |
| Python | 22 | $221k | +1% |
| Kubernetes | 15 | $221k | +1% |
| Linux | 11 | $200k | −8% |
| Go | 10 | $236k | +8% |
| AWS | 8 | $233k | +7% |
| GCP | 8 | $233k | +7% |
| Azure | 6 | $236k | +8% |
| Ray | 5 | $250k | +14% |
How is the Lightning AI 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.
How modern is the Lightning AI stack?
Lightning AI scores 84 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 3; legacy ones: 0.
How common is the Lightning AI stack in its industry?
Share of the 361 companies in the same industries, whose stack Alion knows, that use each technology.
Lightning AI products in its job postings
Postings at Lightning AI name its own products. They describe what the company makes, so they are left out of the stack above.
Companies with a stack like Lightning AI
Questions about the Lightning AI tech stack
What programming languages does Lightning AI use?
The languages named in Lightning AI job postings are Python (34%), Go (15%), SQL (6%), Bash (4%), Rust (4%), as a share of the 71 postings of the last 12 months.
Does Lightning AI use PyTorch?
Yes. PyTorch is named in 71 of 71 job postings (100%) and required in 15 of them.
What cloud and platforms does Lightning AI use?
The cloud and platforms named in Lightning AI job postings are Kubernetes (17), Linux (14), AWS (8) (postings in brackets).
What skills do you need for a DevOps job at Lightning AI?
DevOps postings at Lightning AI most often require Python (6), Linux (5), Go (4), Kubernetes (4), out of 8 postings in the last 12 months.
Is the Lightning AI tech stack changing?
Yes. CloudFormation, Java, Snowflake, Rust first appeared in Lightning AI job postings in the last six months.
How modern is the Lightning AI tech stack?
Lightning AI scores 84 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 3; legacy ones: 0.
How does Alion know the Lightning AI tech stack?
Alion reads every job posting Lightning AI publishes and tags the technologies each one names. The figures on this page count the 71 postings of the last 12 months and were updated on Nov 12, 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, "Lightning AI tech stack: 102 technologies from 71 job postings", as of Nov 12, 2026. https://alion.io/company/lightning-ai/technologies