SambaNova Systems tech stack
SambaNova Systems builds mostly with Python, C++, Rust, SystemVerilog. Its stack also includes Kubernetes, Linux, SGLang, PyTorch. Python is named in 51 of the 77 job postings SambaNova Systems published in the last 12 months (66%). Counted by Alion from the job postings of SambaNova Systems, updated Nov 11, 2026.
What programming languages does SambaNova Systems use?
Python is named in 66% of job postings at SambaNova Systems, followed by C++ (27%), Rust (16%), SystemVerilog (16%).
Show all (14)
What frameworks and libraries does SambaNova Systems use?
SGLang is named in 18% of job postings at SambaNova Systems, followed by PyTorch (12%), CUDA (9%), TensorRT-LLM (8%).
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What databases does SambaNova Systems use?
Memcached is named in 3% of job postings at SambaNova Systems, followed by Redis (3%).
What cloud and platforms does SambaNova Systems use?
Kubernetes is named in 25% of job postings at SambaNova Systems, followed by Linux (19%), vLLM (19%), AWS (13%).
Kubernetes
19 25%
vLLM
15 19%
AWS
10 13%
Azure
8 10%
GCP
8 10%
Grafana
7 9%
GitHub
4 5%
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What developer tools does SambaNova Systems use?
TensorRT is named in 12% of job postings at SambaNova Systems, followed by TPU (10%), Docker (9%), Jenkins (9%).
TensorRT
9 12%
Docker
7 9%
Jenkins
7 9%
Prometheus
7 9%
Helm
7 9%
Terraform
6 8%
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What AI and ML technologies does SambaNova Systems use?
LLM is named in 30% of job postings at SambaNova Systems, followed by Claude (13%), Llama (8%), Qwen (8%).
Show all (10)
Which engineering practices does SambaNova Systems ask for?
Machine Learning is named in 25% of job postings at SambaNova Systems, followed by AI Agents (14%), HPC (13%), Quantization (12%).
AI Agents
11 14%
HPC
10 13%
Quantization
9 12%
Fine-tuning
8 10%
CI/CD
7 9%
Function Calling
6 8%
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And 1 more, each named in fewer postings.
What does each SambaNova Systems team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Hardware
16 postingsIndustrial Engineering
10 postingsAI/ML
8 postingsDevOps
6 postingsSolutions
6 postingsBackend
6 postingsHow does your stack fit SambaNova Systems?
How much does SambaNova Systems pay by technology?
Median stated pay of the postings that name each technology, against the median of all SambaNova Systems postings with stated pay: $240k across 66 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Python | 45 | $230k | −4% |
| LLM | 20 | $200k | −17% |
| C++ | 17 | $197k | −18% |
| Kubernetes | 16 | $133k | −45% |
| SGLang | 13 | $197k | −18% |
| SystemVerilog | 12 | $255k | +6% |
| vLLM | 12 | $243k | +1% |
| Rust | 12 | $164k | −31% |
| Linux | 11 | $196k | −18% |
| Claude | 10 | $255k | +6% |
How is the SambaNova Systems 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 SambaNova Systems stack?
SambaNova Systems scores 79 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: 10; legacy ones: 0.
How common is the SambaNova Systems stack in its industry?
Share of the 755 companies in the same industries, whose stack Alion knows, that use each technology.
What sets SambaNova Systems apart
Companies with a stack like SambaNova Systems
Questions about the SambaNova Systems tech stack
What programming languages does SambaNova Systems use?
The languages named in SambaNova Systems job postings are Python (66%), C++ (27%), Rust (16%), SystemVerilog (16%), Go (13%), as a share of the 77 postings of the last 12 months.
Does SambaNova Systems use SGLang?
Yes. SGLang is named in 14 of 77 job postings (18%) and required in 8 of them.
What cloud and platforms does SambaNova Systems use?
The cloud and platforms named in SambaNova Systems job postings are Kubernetes (19), Linux (15), vLLM (15) (postings in brackets).
What skills do you need for a Hardware job at SambaNova Systems?
Hardware postings at SambaNova Systems most often require Python (14), SystemVerilog (11), C++ (5), UVM (5), out of 16 postings in the last 12 months.
Is the SambaNova Systems tech stack changing?
Yes. Apache TVM, XLA, Hugging Face, Knowledge Distillation first appeared in SambaNova Systems job postings in the last six months.
How modern is the SambaNova Systems tech stack?
SambaNova Systems scores 79 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: 10; legacy ones: 0.
How does Alion know the SambaNova Systems tech stack?
Alion reads every job posting SambaNova Systems publishes and tags the technologies each one names. The figures on this page count the 77 postings of the last 12 months and were updated on Nov 11, 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, "SambaNova Systems tech stack: 166 technologies from 77 job postings", as of Nov 11, 2026. https://alion.io/company/sambanova/technologies