ConveGenius tech stack

ConveGenius builds mostly with SQL, Python, JavaScript, Node JS. Its stack also includes AWS, Kubernetes, MySQL, React.js. AWS is named in 15 of the 43 job postings ConveGenius published in the last 12 months (35%). Counted by Alion from the job postings of ConveGenius, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
162
Postings analysed
43
Open now
31
Modernity
84 /100
New in 6 months
8

What programming languages does ConveGenius use?

SQL is named in 33% of job postings at ConveGenius, followed by Python (30%), JavaScript (28%), Node JS (19%).

SQL 14 33% required in 93% · 10 open now · since Mar 2025
Python 13 30% required in 85% · 10 open now · since Mar 2025
JavaScript 12 28% required in 67% · 11 open now · since May 2026
Node JS 8 19% required in 100% · 7 open now · since May 2026
TypeScript 5 12% required in 80% · 4 open now · since May 2026
Kotlin 2 5% required in 100% · 2 open now · since Jul 2026
Java 2 5% required in 50% · 2 open now · since Mar 2025
Scala 1 2% optional · 1 open now · since Jun 2026

What frameworks and libraries does ConveGenius use?

React.js is named in 26% of job postings at ConveGenius, followed by PyTorch (19%), LangChain (19%), DeepSpeed (16%).

React.js 11 26% required in 73% · 10 open now · since May 2026
PyTorch 8 19% required in 100% · 1 open now · since Jul 2026
LangChain 8 19% required in 88% · 8 open now · since May 2026
DeepSpeed 7 16% required in 86% · 1 open now · since Jul 2026
CrewAI 6 14% required in 100% · 6 open now · since May 2026
Express 6 14% required in 100% · 5 open now · since Jul 2026
Megatron-LM 6 14% required in 100% · since Jul 2026
OpenTelemetry 5 12% required in 100% · 1 open now · since Jul 2026
Show all (33)
LangGraph4
TRL3
Transformers3
FSDP3
Django2
Fastify2
Jetpack Compose2
OpenAI Agents SDK2
Angular1
Celery1
Cypress1
Kotlin Multiplatform1
Pact1
Playwright1
React Native1
Redux Toolkit1
Scikit-learn1
Spring Boot1
TensorFlow1
Triton1
Zustand1
Flink1
Hadoop1
Pandas1
Redux1

What databases does ConveGenius use?

MySQL is named in 28% of job postings at ConveGenius, followed by PostgreSQL (23%), DynamoDB (19%), BigQuery (9%).

MySQL 12 28% required in 92% · 10 open now · since Jul 2026
PostgreSQL 10 23% required in 90% · 7 open now · since May 2026
DynamoDB 8 19% required in 100% · 6 open now · since Jul 2026
BigQuery 4 9% required in 50% · 3 open now · since Jun 2026
Google BigQuery 4 9% required in 50% · 3 open now · since Jul 2025
Redis 3 7% required in 100% · 1 open now · since Jul 2026
MS SQL 2 5% required in 100% · 2 open now · since Jul 2026
Neo4j 2 5% required in 100% · 2 open now · since Jul 2026
Show all (13)
Snowflake2
Amazon Redshift2
Delta Lake1
ElasticSearch1
Oracle1

What cloud and platforms does ConveGenius use?

AWS is named in 35% of job postings at ConveGenius, followed by Kubernetes (28%), Databricks (16%), Azure (16%).

AWS 15 35% required in 80% · 10 open now · since Jun 2026
Kubernetes 12 28% required in 75% · 8 open now · since Jul 2026
Databricks 7 16% required in 86% · 3 open now · since Jul 2026
Azure 7 16% required in 71% · 3 open now · since Mar 2025
GCP 7 16% required in 71% · 3 open now · since Jun 2026
Amazon EKS 4 9% required in 100% · 1 open now · since Jul 2026
vLLM 4 9% required in 100% · since Jul 2026
Apache Kafka 4 9% required in 75% · 3 open now · since Jun 2026
Show all (30)
GitHub4
AWS Bedrock3
AWS Lambda3
Amazon S33
Amazon SageMaker3
Google GKE3
Grafana3
Hugging Face3
LangSmith3
TGI3
Spark3
Perplexity2
SIEM2
AWS Step Functions1
Airflow1
Amazon CloudWatch1
Amazon EC21
GitLab1
Linux1
Power BI1
SSAS1
VMWare1

What developer tools does ConveGenius use?

Docker is named in 26% of job postings at ConveGenius, followed by Rest API (21%), Copilot (16%), Cursor (16%).

Docker 11 26% required in 73% · 8 open now · since Jul 2026
Rest API 9 21% required in 100% · 9 open now · since Jul 2026
Copilot 7 16% required in 86% · 7 open now · since May 2026
Cursor 7 16% required in 86% · 7 open now · since May 2026
Git 6 14% required in 83% · 5 open now · since Mar 2025
WebSockets 5 12% required in 100% · 5 open now · since Aug 2026
Terraform 5 12% required in 40% · 5 open now · since Aug 2026
Ansible 4 9% required in 25% · 4 open now · since Aug 2026
Show all (29)
GraphQL3
Prometheus3
gRPC3
Claude Code3
ONNX2
Azure Data Factory2
AWS Glue1
Apache HTTP Server1
CloudFormation1
Flyway1
GGUF1
Hyper-V1
Jenkins1
KVM1
Keycloak1
Nagios1
Puppet1
Zabbix1
pySpark1
OpenAI Codex1
TensorRT1

What AI and ML technologies does ConveGenius use?

LLM is named in 26% of job postings at ConveGenius, followed by LoRA (19%), QLoRA (19%), PEFT (19%).

LLM 11 26% required in 91% · 6 open now · since Jul 2026
LoRA 8 19% required in 88% · 2 open now · since Jul 2026
QLoRA 8 19% required in 88% · 2 open now · since Jul 2026
PEFT 8 19% required in 75% · 2 open now · since Jul 2026
ChatGPT 1 2% optional · 1 open now · since Aug 2026

Which engineering practices does ConveGenius ask for?

CI/CD is named in 33% of job postings at ConveGenius, followed by Fine-tuning (23%), AI Agents (23%), RLHF (19%).

CI/CD 14 33% required in 100% · 8 open now · since Mar 2025
Fine-tuning 10 23% required in 100% · 3 open now · since Jul 2026
AI Agents 10 23% required in 90% · 5 open now · since May 2026
RLHF 8 19% required in 100% · 1 open now · since Jul 2026
DPO 7 16% required in 86% · 1 open now · since Jul 2026
SFT 7 16% required in 86% · 3 open now · since Jul 2026
Machine Learning 6 14% required in 100% · 3 open now · since Jul 2025
RAG 6 14% required in 83% · 2 open now · since Jul 2026
Show all (44)
Function Calling6
ETL/ELT5
Feature Store5
Clean Architecture4
NLP4
Tool Use4
Synthetic Data3
Edge AI2
GraphRAG2
IAM2
Knowledge Graph2
LLM Guardrails2
Multi-Agent Systems2
Offline-First2
PPO2
Red Teaming2
Semantic Search2
Semantic Search2
Service Mesh2
Agentic Workflows2
Computer Vision1
Configuration Management1
Embeddings1
Hallucination1
Human-in-the-Loop1
Knowledge Distillation1
LLM Evaluation1
Model Distillation1
Multimodal AI1
OCR1
PKI1
Reranking1

And 4 more, each named in fewer postings.

What does each ConveGenius team work with?

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

Backend

11 postings
DynamoDB8
MySQL8
JavaScript7
Express6
Node JS6
Rest API6

AI/ML

10 postings
LLM7
LoRA7
PyTorch7
QLoRA7
DeepSpeed6
Megatron-LM6

Data Science

9 postings
Python5
SQL5
Databricks3
AWS2
AWS Lambda2
BigQuery2

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How much does ConveGenius pay by technology?

Median stated pay of the postings that name each technology, against the median of all ConveGenius postings with stated pay: $42k across 26 postings.

TechnologyPostings with payMedianvs company median
Python10$36k−15%
AWS8$36k−15%
PostgreSQL8$30k−27%
LLM7$63k+50%
SQL7$19k−55%
JavaScript6$47k+13%
MySQL6$19k−55%
React.js5$52k+25%
LangChain5$52k+25%
Databricks5$52k+25%

How is the ConveGenius 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
IAMSep 2026
WebSocketsAug 2026
TerraformAug 2026
Clean ArchitectureAug 2026
GitHubAug 2026
AnsibleAug 2026
MS SQLJul 2026
ExpressJul 2026

How modern is the ConveGenius stack?

Cutting-edge AI adopter 84/100

ConveGenius 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: 5; legacy ones: 0.

How common is the ConveGenius stack in its industry?

Share of the 31 companies in the same industries, whose stack Alion knows, that use each technology.

AWS19%
SQL32%
Python26%
JavaScript23%
Kubernetes10%
MySQL10%
LLM6%
React.js13%
PostgreSQL16%
DynamoDB6%

What sets ConveGenius apart

LangChain3%
LoRA3%
PEFT3%
QLoRA3%
DeepSpeed3%
CrewAI3%
Express3%
Megatron-LM3%
OpenTelemetry3%
Amazon EKS3%

Questions about the ConveGenius tech stack

What programming languages does ConveGenius use?

The languages named in ConveGenius job postings are SQL (33%), Python (30%), JavaScript (28%), Node JS (19%), TypeScript (12%), as a share of the 43 postings of the last 12 months.

Does ConveGenius use React.js?

Yes. React.js is named in 11 of 43 job postings (26%) and required in 8 of them.

What cloud and platforms does ConveGenius use?

The cloud and platforms named in ConveGenius job postings are AWS (15), Kubernetes (12), Databricks (7) (postings in brackets).

What skills do you need for a Backend job at ConveGenius?

Backend postings at ConveGenius most often require DynamoDB (8), MySQL (8), JavaScript (7), Express (6), out of 11 postings in the last 12 months.

Is the ConveGenius tech stack changing?

Yes. IAM, WebSockets, Terraform, Clean Architecture first appeared in ConveGenius job postings in the last six months.

How modern is the ConveGenius tech stack?

ConveGenius 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: 5; legacy ones: 0.

How does Alion know the ConveGenius tech stack?

Alion reads every job posting ConveGenius publishes and tags the technologies each one names. The figures on this page count the 43 postings of the last 12 months and were updated on Sep 26, 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, "ConveGenius tech stack: 162 technologies from 43 job postings", as of Sep 26, 2026. https://alion.io/company/convegenius/technologies

Licence: CC BY-SA 4.0JSON