Smule tech stack
Smule builds mostly with Python. Its stack also includes PyTorch, Linux, TorchServe, FSDP. Python is named in 4 of the 4 job postings Smule published in the last 12 months (100%). Counted by Alion from the job postings of Smule, updated Oct 17, 2026.
What programming languages does Smule use?
Python is named in 100% of job postings at Smule.
Python
4 100%
What frameworks and libraries does Smule use?
PyTorch is named in 75% of job postings at Smule, followed by FSDP (25%), TensorFlow (25%), Triton (25%).
What cloud and platforms does Smule use?
Linux is named in 25% of job postings at Smule, followed by TorchServe (25%), vLLM (25%), Kubernetes (25%).
What developer tools does Smule use?
Docker is named in 25% of job postings at Smule, followed by SLURM (25%), bandit (25%).
Which engineering practices does Smule ask for?
Machine Learning is named in 75% of job postings at Smule, followed by CI/CD (50%), Quantization (50%), A/B Testing (25%).
CI/CD
2 50%
Quantization
2 50%
HPC
1 25%
Knowledge Distillation
1 25%
What does each Smule team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
4 postingsHow does your stack fit Smule?
How modern is the Smule stack?
Smule scores 65 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.
Companies with a stack like Smule
Questions about the Smule tech stack
What programming languages does Smule use?
The languages named in Smule job postings are Python (100%), as a share of the 4 postings of the last 12 months.
Does Smule use PyTorch?
Yes. PyTorch is named in 3 of 4 job postings (75%) and required in 3 of them.
What cloud and platforms does Smule use?
The cloud and platforms named in Smule job postings are Linux (1), TorchServe (1), vLLM (1) (postings in brackets).
What skills do you need for a AI/ML job at Smule?
AI/ML postings at Smule most often require Python (4), PyTorch (3), out of 4 postings in the last 12 months.
Is the Smule tech stack changing?
No new technology has appeared in Smule job postings in the last six months.
How modern is the Smule tech stack?
Smule scores 65 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 Smule tech stack?
Alion reads every job posting Smule publishes and tags the technologies each one names. The figures on this page count the 4 postings of the last 12 months and were updated on Oct 17, 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, "Smule tech stack: 20 technologies from 4 job postings", as of Oct 17, 2026. https://alion.io/company/smule/technologies