Serval tech stack
Serval builds mostly with SQL, Python, TypeScript, Apex. Its stack also includes Perplexity, Vercel, Snowflake, PostgreSQL. Perplexity is named in 57 of the 57 job postings Serval published in the last 12 months (100%). Counted by Alion from the job postings of Serval, updated Sep 30, 2026.
What programming languages does Serval use?
SQL is named in 18% of job postings at Serval, followed by Python (5%), TypeScript (5%), Apex (4%).
What databases does Serval use?
Snowflake is named in 5% of job postings at Serval, followed by PostgreSQL (2%).
Snowflake
3 5%
PostgreSQL
1 2%
What cloud and platforms does Serval use?
Perplexity is named in 100% of job postings at Serval, followed by Vercel (100%), Okta (12%), AWS (7%).
Perplexity
57 100%
Vercel
57 100%
Okta
7 12%
AWS
4 7%
Kubernetes
4 7%
PagerDuty
3 5%
Datadog
2 4%
Show all (18)
What developer tools does Serval use?
Rest API is named in 7% of job postings at Serval, followed by Terraform (7%), Salesforce Flow (4%), dbt (4%).
Rest API
4 7%
Terraform
4 7%
dbt
2 4%
gRPC
2 4%
Docker
1 2%
Prometheus
1 2%
What AI and ML technologies does Serval use?
LLM is named in 14% of job postings at Serval, followed by Claude (2%).
Which engineering practices does Serval ask for?
AI Agents is named in 100% of job postings at Serval, followed by LLM Guardrails (11%), IAM (9%), CI/CD (5%).
AI Agents
57 100%
CI/CD
3 5%
Prompt Engineering
2 4%
Function Calling
1 2%
Show all (11)
What does each Serval team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Solutions
9 postingsHow does your stack fit Serval?
How much does Serval pay by technology?
Median stated pay of the postings that name each technology, against the median of all Serval postings with stated pay: $250k across 57 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Perplexity | 57 | $250k | 0% |
| Vercel | 57 | $250k | 0% |
| SQL | 10 | $263k | +5% |
| LLM | 8 | $325k | +30% |
| Okta | 7 | $300k | +20% |
How is the Serval 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 Serval stack?
Serval scores 83 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: 2; legacy ones: 0.
How common is the Serval stack in its industry?
Share of the 836 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Serval apart
Companies with a stack like Serval
Questions about the Serval tech stack
What programming languages does Serval use?
The languages named in Serval job postings are SQL (18%), Python (5%), TypeScript (5%), Apex (4%), Go (2%), as a share of the 57 postings of the last 12 months.
Does Serval use Perplexity?
Yes. Perplexity is named in 57 of 57 job postings (100%) and required in 2 of them.
What cloud and platforms does Serval use?
The cloud and platforms named in Serval job postings are Perplexity (57), Vercel (57), Okta (7) (postings in brackets).
What skills do you need for a Solutions job at Serval?
Solutions postings at Serval most often require LLM (4), SQL (4), Okta (3), Rest API (3), out of 9 postings in the last 12 months.
Is the Serval tech stack changing?
Yes. Apex, Looker, Prompt Engineering, Salesforce Flow first appeared in Serval job postings in the last six months.
How modern is the Serval tech stack?
Serval scores 83 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: 2; legacy ones: 0.
How does Alion know the Serval tech stack?
Alion reads every job posting Serval publishes and tags the technologies each one names. The figures on this page count the 57 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, "Serval tech stack: 48 technologies from 57 job postings", as of Sep 30, 2026. https://alion.io/company/serval-com/technologies