Toss tech stack

Toss builds mostly with SQL, Python, Kotlin, Java. Its stack also includes Kubernetes, Apache Kafka, ClickHouse, Redis. LLM is named in 24 of the 78 job postings Toss published in the last 12 months (31%). Counted by Alion from the job postings of Toss, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
166
Postings analysed
78
Open now
77
Modernity
81 /100
New in 6 months
8

What programming languages does Toss use?

SQL is named in 24% of job postings at Toss, followed by Python (23%), Kotlin (9%), Java (8%).

SQL 19 24% required in 100% · 19 open now · since Jun 2020
Python 18 23% required in 94% · 18 open now · since Sep 2021
Kotlin 7 9% required in 100% · 7 open now · since Jul 2020
Java 6 8% required in 100% · 6 open now · since Jul 2020
TypeScript 3 4% required in 100% · 3 open now · since Jun 2025
JavaScript 3 4% required in 33% · 3 open now · since Jul 2020
Swift 2 3% required in 50% · 2 open now · since Apr 2026
C++ 1 1% required in 100% · 1 open now · since Oct 2022
Show all (10)
Node JS1
PowerShell1

What frameworks and libraries does Toss use?

Hadoop is named in 6% of job postings at Toss, followed by Flink (4%), FastAPI (3%), PoC Library (3%).

Hadoop 5 6% required in 100% · 5 open now · since Sep 2021
Flink 3 4% required in 100% · 3 open now · since Jun 2025
FastAPI 2 3% required in 100% · 2 open now · since Apr 2026
PoC Library 2 3% required in 100% · 2 open now · since Jul 2020
PyTorch 2 3% required in 100% · 2 open now · since Oct 2021
Scikit-learn 2 3% required in 100% · 2 open now · since Jun 2026
Spring Boot 2 3% required in 100% · 2 open now · since Jul 2020
Spring Cloud 2 3% required in 100% · 2 open now · since Jul 2020
Show all (38)
Appium1
CUDA1
Combine1
DeepSpeed1
Emotion1
FAISS1
FSDP1
Feast1
Hibernate1
Jotai1
LangGraph1
LightGBM1
Megatron-LM1
NCCL1
Nest.JS1
Next.js1
NumPy1
OpenTelemetry1
Playwright1
React Native1
RxSwift1
Spring MVC1
SwiftUI1
Transformers1
Triton1
Vitest1
XCTest1
XGBoost1
LangChain1
React.js1

What databases does Toss use?

ClickHouse is named in 8% of job postings at Toss, followed by Redis (8%), ElasticSearch (6%), MySQL (5%).

ClickHouse 6 8% required in 100% · 6 open now · since Dec 2024
Redis 6 8% required in 100% · 6 open now · since Jul 2020
ElasticSearch 5 6% required in 100% · 5 open now · since Jul 2020
MySQL 4 5% required in 100% · 4 open now · since Jun 2020
Milvus 3 4% required in 100% · 3 open now · since Jun 2026
Neo4j 2 3% required in 100% · 2 open now · since Jul 2026
Snowflake 2 3% required in 100% · 2 open now · since Dec 2024
StarRocks 2 3% required in 100% · 2 open now · since Sep 2025
Show all (12)
BigQuery1
Google BigQuery1
HBase1
OpenSearch1

What cloud and platforms does Toss use?

Kubernetes is named in 15% of job postings at Toss, followed by Apache Kafka (14%), Grafana (9%), Spark (9%).

Kubernetes 12 15% required in 100% · 12 open now · since Jul 2020
Apache Kafka 11 14% required in 100% · 11 open now · since Jul 2020
Grafana 7 9% required in 100% · 7 open now · since Jul 2020
Spark 7 9% required in 86% · 7 open now · since Sep 2021
Figma 4 5% required in 100% · 3 open now · since Dec 2022
AWS 3 4% required in 100% · 3 open now · since Jul 2020
GitHub 3 4% required in 100% · 3 open now · since Jun 2025
GitHub Actions 3 4% required in 100% · 3 open now · since Jun 2026
Show all (29)
Linux3
vLLM3
GCP2
Istio2
Kibana2
Looker2
Amazon EKS1
Amazon S31
Anthropic1
Azure1
CUDA Toolkit1
Databricks1
GitLab1
MLFlow1
Okta1
OpenAI1
SIEM1
Snyk1
Sonatype Nexus IQ1
Tableau1
Windows1

What developer tools does Toss use?

Prometheus is named in 10% of job postings at Toss, followed by dbt (6%), ArgoCD (5%), Git (5%).

Prometheus 8 10% required in 100% · 8 open now · since Jul 2020
dbt 5 6% required in 100% · 5 open now · since Dec 2024
ArgoCD 4 5% required in 100% · 4 open now · since Jul 2020
Git 4 5% required in 100% · 4 open now · since Jul 2020
Claude Code 3 4% required in 100% · 3 open now · since Jun 2022
Thanos 3 4% required in 100% · 3 open now · since Jul 2020
WebRTC 3 4% required in 100% · 3 open now · since Jul 2026
Adobe After Effects 2 3% required in 100% · 2 open now · since Sep 2026
Show all (36)
Adobe Photoshop2
Ansible2
Cursor2
Docker2
Model Context Protocol2
Rest API2
Terraform2
WebSockets2
gRPC2
pnpm2
CircleCI1
Fastlane1
Gradle1
Great Expectations1
HAProxy1
InfiniBand1
KServe1
NVLink1
OWASP Dependency-Check1
SPM1
Swift Testing1
VictoriaMetrics1
Vite1
Yarn1
Zabbix1
ZooKeeper1
esbuild1
pySpark1

What AI and ML technologies does Toss use?

LLM is named in 31% of job postings at Toss, followed by LoRA (1%), VLM (1%), PEFT (1%).

LLM 24 31% required in 100% · 24 open now · since Jul 2020
LoRA 1 1% required in 100% · 1 open now · since Jun 2026
VLM 1 1% required in 100% · 1 open now · since Jun 2026
PEFT 1 1% optional · 1 open now · since Jun 2026

Which engineering practices does Toss ask for?

Red Teaming is named in 12% of job postings at Toss, followed by Platform Engineering (10%), RAG (9%), AI Agents (8%).

Red Teaming 9 12% required in 100% · 9 open now · since Jul 2020
Platform Engineering 8 10% required in 100% · 8 open now · since May 2024
RAG 7 9% required in 100% · 7 open now · since Oct 2021
AI Agents 6 8% required in 100% · 6 open now · since Jul 2020
CI/CD 6 8% required in 100% · 6 open now · since Jul 2020
Machine Learning 6 8% required in 100% · 6 open now · since Sep 2024
Function Calling 2 3% required in 100% · 2 open now · since Mar 2026
SLI/SLO/SLA 2 3% required in 100% · 2 open now · since Jan 2024
Show all (36)
Speech Recognition2
Text-to-Speech2
Tool Use2
AIOps1
BGP1
Context Engineering1
Contrastive Learning1
DNS1
DPO1
Feature Store1
Fine-tuning1
GitOps1
HPC1
Human-in-the-Loop1
Knowledge Distillation1
LLM Guardrails1
Model Distillation1
NLP1
OCR1
OSPF1
Post-training1
Quantization1
SFT1
Self-Healing1
Shift-Left1
Synthetic Data1
TCP/IP1
VPN1

What other technologies does Toss use?

Swift Concurrency is named in 1% of job postings at Toss.

Swift Concurrency 1 1% required in 100% · 1 open now · since Apr 2026

What does each Toss team work with?

The technologies each team's postings require most often, with the number of postings that require them.

AI/ML

15 postings
LLM10
vLLM3
ElasticSearch2
Grafana2
Kubernetes2
Milvus2

Data Science

11 postings
SQL8
Python7
Apache Kafka6
Kubernetes6
ClickHouse5
LLM5

DevOps

5 postings
Ansible2
LLM2
Linux2
Python2
Rest API2

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How is the Toss 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.

First appeared
Speech RecognitionSep 2026
Text-to-SpeechSep 2026
WebSocketsSep 2026
gRPCSep 2026
Adobe After EffectsSep 2026
CursorAug 2026
KibanaJul 2026
Neo4jJul 2026
Rising
SQL11% → 35%
LLM21% → 35%
Machine Learning0% → 12%
dbt0% → 12%
Spark5% → 14%
ArgoCD0% → 9%
Figma0% → 9%
ClickHouse5% → 12%
Falling
Platform Engineering16% → 5%
Red Teaming16% → 7%
Grafana16% → 9%

How modern is the Toss stack?

Cutting-edge AI adopter 81/100

Toss scores 81 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: 4; legacy ones: 0.

Questions about the Toss tech stack

What programming languages does Toss use?

The languages named in Toss job postings are SQL (24%), Python (23%), Kotlin (9%), Java (8%), TypeScript (4%), as a share of the 78 postings of the last 12 months.

Does Toss use Hadoop?

Yes. Hadoop is named in 5 of 78 job postings (6%) and required in 5 of them.

What cloud and platforms does Toss use?

The cloud and platforms named in Toss job postings are Kubernetes (12), Apache Kafka (11), Grafana (7) (postings in brackets).

What skills do you need for a AI/ML job at Toss?

AI/ML postings at Toss most often require LLM (10), vLLM (3), ElasticSearch (2), Grafana (2), out of 15 postings in the last 12 months.

Is the Toss tech stack changing?

Yes. Speech Recognition, Text-to-Speech, WebSockets, gRPC first appeared in Toss job postings in the last six months.

How modern is the Toss tech stack?

Toss scores 81 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: 4; legacy ones: 0.

How does Alion know the Toss tech stack?

Alion reads every job posting Toss publishes and tags the technologies each one names. The figures on this page count the 78 postings of the last 12 months and were updated on Sep 28, 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, "Toss tech stack: 166 technologies from 78 job postings", as of Sep 28, 2026. https://alion.io/company/viva-republica/technologies

Licence: CC BY-SA 4.0JSON