Ema
LLM & Generative AI · AI Agents

Ema tech stack

Ema builds mostly with Python, Go, JavaScript, SQL. Its stack also includes Okta, GCP, PostgreSQL, FastAPI. Okta is named in 42 of the 42 job postings Ema published in the last 12 months (100%). Counted by Alion from the job postings of Ema, updated Nov 11, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 11, 2026
Technologies in use
111
Postings analysed
42
Open now
29
Modernity
81 /100
New in 6 months
8

What programming languages does Ema use?

Python is named in 40% of job postings at Ema, followed by Go (10%), JavaScript (7%), SQL (5%).

Python 17 40% required in 94% · 12 open now · since Apr 2024
Go 4 10% required in 100% · 4 open now · since Jun 2026
JavaScript 3 7% required in 100% · 2 open now · since Mar 2025
SQL 2 5% required in 100% · since Apr 2024
Erlang 2 5% optional · 2 open now · since Apr 2026
TypeScript 2 5% optional · 1 open now · since Mar 2025
Node JS 1 2% required in 100% · 1 open now · since Jul 2025

What frameworks and libraries does Ema use?

FastAPI is named in 7% of job postings at Ema, followed by PyTorch (7%), React.js (7%), Angular (5%).

FastAPI 3 7% required in 100% · 2 open now · since Mar 2025
PyTorch 3 7% required in 100% · 2 open now · since Apr 2024
React.js 3 7% required in 100% · 2 open now · since Mar 2025
Angular 2 5% required in 100% · 1 open now · since Mar 2025
Flink 2 5% required in 100% · 2 open now · since Apr 2026
OpenTelemetry 2 5% required in 100% · 2 open now · since Jun 2026
pgvector 2 5% required in 100% · 2 open now · since Jun 2026
SGLang 2 5% required in 50% · 2 open now · since Jul 2026
Show all (15)
Selenium2
Keras1
Next.js1
TensorFlow1
Vue.js1
TRL1
Transformers1

What databases does Ema use?

PostgreSQL is named in 10% of job postings at Ema, followed by Amazon Neptune (5%), Milvus (5%), Neo4j (5%).

PostgreSQL 4 10% required in 25% · 3 open now · since Mar 2025
Amazon Neptune 2 5% required in 100% · 2 open now · since Jun 2026
Milvus 2 5% required in 100% · 2 open now · since Jun 2026
Neo4j 2 5% required in 100% · 2 open now · since Jun 2026
Pinecone 2 5% required in 100% · 2 open now · since Jun 2026
Redis 1 2% required in 100% · 1 open now · since Mar 2025

What cloud and platforms does Ema use?

Okta is named in 100% of job postings at Ema, followed by GCP (33%), Azure (29%), AWS (26%).

Okta 42 100% required in 100% · 29 open now · since Apr 2024
GCP 14 33% required in 93% · 9 open now · since Apr 2024
Azure 12 29% required in 100% · 8 open now · since Apr 2024
AWS 11 26% required in 91% · 6 open now · since Mar 2025
Kubernetes 9 21% required in 89% · 8 open now · since Mar 2025
Grafana 6 14% required in 83% · 5 open now · since Apr 2026
Apache Kafka 5 12% required in 100% · 5 open now · since Apr 2026
Istio 4 10% required in 100% · 3 open now · since Apr 2026
Show all (26)
GitHub Actions3
Datadog2
Linkerd2
NATS2
Vercel2
PagerDuty2
Sentry2
vLLM2
Figma1
GitHub1
GitLab CI1
Linux1
OpenAI1
Splunk1
Azure AKS1
Metabase1
SIEM1
Tines1

What developer tools does Ema use?

Terraform is named in 19% of job postings at Ema, followed by Helm (14%), Prometheus (14%), gRPC (12%).

Terraform 8 19% required in 88% · 6 open now · since Apr 2026
Helm 6 14% required in 100% · 5 open now · since Apr 2026
Prometheus 6 14% required in 83% · 5 open now · since Apr 2026
gRPC 5 12% required in 100% · 4 open now · since Mar 2025
Ansible 4 10% required in 100% · 3 open now · since Apr 2026
Docker 4 10% required in 75% · 4 open now · since Mar 2025
ArgoCD 3 7% required in 100% · 3 open now · since Jun 2026
KEDA 2 5% required in 100% · 2 open now · since Jun 2026
Show all (16)
Model Context Protocol2
Rest API2
Git2
WebRTC2
GraphQL1
Jenkins1
Sketch1
dbt1

What AI and ML technologies does Ema use?

LLM is named in 26% of job postings at Ema, followed by Claude (5%), ChatGPT (2%), Gemini (2%).

LLM 11 26% required in 82% · 7 open now · since Oct 2025
Claude 2 5% required in 100% · 2 open now · since Jun 2026
ChatGPT 1 2% required in 100% · 1 open now · since Sep 2026
Gemini 1 2% required in 100% · 1 open now · since Jun 2026

Which engineering practices does Ema ask for?

AI Agents is named in 100% of job postings at Ema, followed by CI/CD (19%), Agentic Workflows (17%), Human-in-the-Loop (12%).

AI Agents 42 100% required in 100% · 29 open now · since Apr 2024
CI/CD 8 19% required in 100% · 7 open now · since Apr 2026
Agentic Workflows 7 17% required in 100% · 6 open now · since Mar 2026
Human-in-the-Loop 5 12% required in 100% · 4 open now · since Mar 2026
Platform Engineering 4 10% required in 100% · 4 open now · since Apr 2026
RAG 4 10% required in 100% · 3 open now · since Oct 2025
Machine Learning 3 7% required in 100% · 1 open now · since Apr 2024
Post-training 3 7% required in 100% · 3 open now · since Jul 2026
Show all (37)
SFT3
A/B Testing3
Anomaly Detection2
Clean Architecture2
Configuration Management2
Context Engineering2
DPO2
GRPO2
GitOps2
Prompt Engineering2
Reward Modeling2
SLI/SLO/SLA2
Sentiment Analysis2
Service Mesh2
Time Series2
Voice Agents2
Knowledge Distillation2
Model Distillation2
Quantization2
EU AI Act1
Fine-tuning1
Function Calling1
IAM1
ISO 420011
LLM Guardrails1
NIST AI RMF1
NLP1
Red Teaming1
Synthetic Data1

What does each Ema team work with?

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

Sales

7 postings
Okta7
AWS3
Azure3
GCP3
LLM3

DevOps

6 postings
AWS6
Azure6
GCP6
Okta6
Terraform6
Grafana5

AI/ML

5 postings
Okta5
Python4
LLM3
PyTorch3

Backend

3 postings
Okta3
Python3
FastAPI2
JavaScript2
React.js2
Rest API2

Support

3 postings
Okta3
Python3

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How is the Ema 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
Post-trainingJul 2026
SFTJul 2026
Context EngineeringJul 2026
DPOJul 2026
GRPOJul 2026
Reward ModelingJul 2026
Knowledge DistillationJul 2026
Model DistillationJul 2026
Rising
LLM17% → 30%
Human-in-the-Loop8% → 13%
Falling
Docker33% → 0%
Kubernetes42% → 13%
Grafana33% → 4%
Prometheus33% → 4%
Istio25% → 0%
PostgreSQL25% → 0%
Apache Kafka25% → 4%
gRPC25% → 4%

How modern is the Ema stack?

Cutting-edge AI adopter 81/100

Ema 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 common is the Ema stack in its industry?

Share of the 1,823 companies in the same industries, whose stack Alion knows, that use each technology.

Okta5%
Python65%
GCP35%
Azure32%
AWS48%
LLM51%
Kubernetes37%
Grafana13%
Apache Kafka14%
Go20%

What sets Ema apart

Istio2%

Questions about the Ema tech stack

What programming languages does Ema use?

The languages named in Ema job postings are Python (40%), Go (10%), JavaScript (7%), SQL (5%), Erlang (5%), as a share of the 42 postings of the last 12 months.

Does Ema use FastAPI?

Yes. FastAPI is named in 3 of 42 job postings (7%) and required in 3 of them.

What cloud and platforms does Ema use?

The cloud and platforms named in Ema job postings are Okta (42), GCP (14), Azure (12) (postings in brackets).

What skills do you need for a Sales job at Ema?

Sales postings at Ema most often require Okta (7), AWS (3), Azure (3), GCP (3), out of 7 postings in the last 12 months.

Is the Ema tech stack changing?

Yes. Post-training, SFT, Context Engineering, DPO first appeared in Ema job postings in the last six months.

How modern is the Ema tech stack?

Ema 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 Ema tech stack?

Alion reads every job posting Ema publishes and tags the technologies each one names. The figures on this page count the 42 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, "Ema tech stack: 111 technologies from 42 job postings", as of Nov 11, 2026. https://alion.io/company/ema/technologies

Licence: CC BY-SA 4.0JSON