Deeplight AI tech stack

Deeplight AI builds mostly with Python, SQL, JavaScript, Node JS. Its stack also includes AWS, Azure, LangChain, PyTorch. AWS is named in 9 of the 13 job postings Deeplight AI published in the last 12 months (69%). Counted by Alion from the job postings of Deeplight AI, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
138
Postings analysed
13
Open now
12
Modernity
85 /100
New in 6 months
7

What programming languages does Deeplight AI use?

Python is named in 54% of job postings at Deeplight AI, followed by SQL (38%), JavaScript (8%), Node JS (8%).

Python 7 54% required in 100% · 7 open now · since Jun 2026
SQL 5 38% required in 100% · 4 open now · since Jun 2026
JavaScript 1 8% required in 100% · 1 open now · since Jul 2026
Node JS 1 8% required in 100% · 1 open now · since Jul 2026
Scala 1 8% required in 100% · 1 open now · since Sep 2026
TypeScript 1 8% required in 100% · 1 open now · since Jul 2026

What frameworks and libraries does Deeplight AI use?

LangChain is named in 31% of job postings at Deeplight AI, followed by PyTorch (23%), TensorFlow (23%), LlamaIndex (15%).

LangChain 4 31% required in 75% · 4 open now · since Jun 2026
PyTorch 3 23% required in 100% · 3 open now · since Jul 2026
TensorFlow 3 23% required in 100% · 3 open now · since Jul 2026
LlamaIndex 2 15% required in 100% · 2 open now · since Jul 2026
Transformers 2 15% required in 100% · 2 open now · since Jul 2026
AutoGen 1 8% required in 100% · 1 open now · since Jul 2026
CrewAI 1 8% required in 100% · 1 open now · since Jun 2026
Dask 1 8% required in 100% · 1 open now · since Sep 2026
Show all (39)
DeepEval1
FAISS1
FastAPI1
Flask1
Jest1
Material UI1
Nest.JS1
Next.js1
NumPy1
Pandas1
Plotly1
Pytest1
Ragas1
React Native1
Redux Toolkit1
Robot Framework1
SciPy1
Scikit-learn1
Selenium1
Statsmodels1
Streamlit1
Tailwind CSS1
Zustand1
shadcn/ui1
Chart.js1
D3.js1
Flink1
Radix UI1
React.js1
Recharts1
Redux1

What databases does Deeplight AI use?

Amazon Redshift is named in 15% of job postings at Deeplight AI, followed by Delta Lake (15%), PostgreSQL (15%), Amazon DocumentDB (8%).

Amazon Redshift 2 15% required in 100% · 2 open now · since Sep 2026
Delta Lake 2 15% required in 100% · 2 open now · since Sep 2026
PostgreSQL 2 15% required in 100% · 2 open now · since Jun 2026
Amazon DocumentDB 1 8% required in 100% · 1 open now · since Jul 2026
BigQuery 1 8% required in 100% · 1 open now · since Sep 2026
ElasticSearch 1 8% required in 100% · 1 open now · since Jul 2026
Google BigQuery 1 8% required in 100% · 1 open now · since Sep 2026
Milvus 1 8% required in 100% · 1 open now · since Jun 2026
Show all (11)
Pinecone1
Snowflake1
Weaviate1

What cloud and platforms does Deeplight AI use?

AWS is named in 69% of job postings at Deeplight AI, followed by Azure (69%), Kubernetes (54%), Amazon EKS (23%).

AWS 9 69% required in 100% · 9 open now · since Apr 2026
Azure 9 69% required in 100% · 9 open now · since Apr 2026
Kubernetes 7 54% required in 86% · 7 open now · since Apr 2026
Amazon EKS 3 23% required in 100% · 3 open now · since Apr 2026
Amazon SageMaker 3 23% required in 100% · 3 open now · since Jun 2026
Apache Kafka 3 23% required in 100% · 3 open now · since Jun 2026
Azure AKS 3 23% required in 100% · 3 open now · since Apr 2026
Databricks 3 23% required in 100% · 3 open now · since Sep 2026
Show all (33)
GitHub Actions3
Azure DevOps2
MLFlow2
Power BI2
Spark2
Tableau2
OpenAI2
API Gateway1
AWS Bedrock1
AWS Lambda1
Amazon CloudWatch1
Amazon S31
Figma1
GCP1
Google AI Studio1
Grafana1
Hugging Face1
Kubeflow1
LangSmith1
Microsoft Fabric1
Ollama1
TGI1
vLLM1
Airflow1
Prefect1

What developer tools does Deeplight AI use?

Docker is named in 38% of job postings at Deeplight AI, followed by Terraform (31%), pySpark (15%), Git (15%).

Docker 5 38% required in 100% · 5 open now · since Jun 2026
Terraform 4 31% required in 100% · 4 open now · since Apr 2026
pySpark 2 15% required in 100% · 2 open now · since Sep 2026
Git 2 15% required in 50% · 2 open now · since Jul 2026
Bicep 1 8% required in 100% · 1 open now · since Jun 2026
Helm 1 8% required in 100% · 1 open now · since Jun 2026
JMeter 1 8% required in 100% · 1 open now · since Aug 2026
KEDA 1 8% required in 100% · 1 open now · since Jun 2026
Show all (16)
Kustomize1
ONNX1
OPA Gatekeeper1
Prometheus1
Rest API1
k61
Open Policy Agent1
WebSockets1

What AI and ML technologies does Deeplight AI use?

LLM is named in 38% of job postings at Deeplight AI, followed by Claude (8%), LoRA (8%), QLoRA (8%).

LLM 5 38% required in 80% · 5 open now · since Jun 2026
Claude 1 8% required in 100% · 1 open now · since Jul 2026
LoRA 1 8% required in 100% · 1 open now · since Sep 2026
QLoRA 1 8% required in 100% · 1 open now · since Sep 2026
PEFT 1 8% optional · 1 open now · since Sep 2026

Which engineering practices does Deeplight AI ask for?

Edge AI is named in 100% of job postings at Deeplight AI, followed by CI/CD (62%), Machine Learning (31%), RAG (31%).

Edge AI 13 100% required in 92% · 12 open now · since Apr 2026
CI/CD 8 62% required in 100% · 8 open now · since Jun 2026
Machine Learning 4 31% required in 100% · 4 open now · since Jul 2026
RAG 4 31% required in 75% · 4 open now · since Jun 2026
Agentic Workflows 3 23% required in 100% · 3 open now · since Jun 2026
ETL/ELT 3 23% required in 100% · 2 open now · since Aug 2026
FinOps 3 23% required in 100% · 3 open now · since Apr 2026
AI Agents 2 15% required in 100% · 2 open now · since Jun 2026
Show all (28)
Fine-tuning2
LLM Evaluation2
Platform Engineering2
Computer Vision1
Human-in-the-Loop1
IAM1
Knowledge Graph1
Multi-Agent Systems1
Multimodal AI1
NLP1
Prompt Engineering1
Quantization1
RLHF1
Reinforcement Learning1
SLI/SLO/SLA1
Self-Healing1
Sentiment Analysis1
State Management1
Time Series Forecasting1
VPN1

What does each Deeplight AI team work with?

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

Data Science

4 postings
AWS3
Databricks3
Python3
Amazon Redshift2
Apache Kafka2
Azure2

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How is the Deeplight AI 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
Delta LakeSep 2026
SparkSep 2026
pySparkSep 2026
DatabricksSep 2026
Amazon RedshiftSep 2026
LLM EvaluationAug 2026
ETL/ELTAug 2026

How modern is the Deeplight AI stack?

Cutting-edge AI adopter 85/100

Deeplight AI scores 85 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 Deeplight AI stack in its industry?

Share of the 1,090 companies in the same industries, whose stack Alion knows, that use each technology.

AWS59%
Azure45%
Kubernetes49%
Python68%
LLM44%
SQL60%
LangChain25%
Amazon EKS13%
Amazon SageMaker8%
Apache Kafka28%

Questions about the Deeplight AI tech stack

What programming languages does Deeplight AI use?

The languages named in Deeplight AI job postings are Python (54%), SQL (38%), JavaScript (8%), Node JS (8%), Scala (8%), as a share of the 13 postings of the last 12 months.

Does Deeplight AI use LangChain?

Yes. LangChain is named in 4 of 13 job postings (31%) and required in 3 of them.

What cloud and platforms does Deeplight AI use?

The cloud and platforms named in Deeplight AI job postings are AWS (9), Azure (9), Kubernetes (7) (postings in brackets).

What skills do you need for a Data Science job at Deeplight AI?

Data Science postings at Deeplight AI most often require AWS (3), Databricks (3), Python (3), Amazon Redshift (2), out of 4 postings in the last 12 months.

Is the Deeplight AI tech stack changing?

Yes. Delta Lake, Spark, pySpark, Databricks first appeared in Deeplight AI job postings in the last six months.

How modern is the Deeplight AI tech stack?

Deeplight AI scores 85 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 Deeplight AI tech stack?

Alion reads every job posting Deeplight AI publishes and tags the technologies each one names. The figures on this page count the 13 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, "Deeplight AI tech stack: 138 technologies from 13 job postings", as of Sep 26, 2026. https://alion.io/company/deeplight/technologies

Licence: CC BY-SA 4.0JSON