EXL tech stack

EXL builds mostly with Python, SQL, PowerShell, Apex. Its stack also includes AWS, Azure, Amazon Redshift, LangChain. Python is named in 8 of the 11 job postings EXL published in the last 12 months (73%). Counted by Alion from the job postings of EXL, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
101
Postings analysed
11
Open now
9
Modernity
86 /100

What programming languages does EXL use?

Python is named in 73% of job postings at EXL, followed by SQL (45%), PowerShell (9%), Apex (9%).

Python 8 73% required in 75% · 6 open now · since Jul 2026
SQL 5 45% required in 80% · 3 open now · since Jul 2026
PowerShell 1 9% required in 100% · 1 open now · since Sep 2026
Apex 1 9% optional · 1 open now · since Sep 2026
JavaScript 1 9% optional · 1 open now · since Sep 2026
TypeScript 1 9% optional · 1 open now · since Sep 2026

What frameworks and libraries does EXL use?

LangChain is named in 27% of job postings at EXL, followed by PyTorch (27%), TensorFlow (27%), LlamaIndex (18%).

LangChain 3 27% required in 100% · 3 open now · since Aug 2026
PyTorch 3 27% required in 67% · 3 open now · since Sep 2026
TensorFlow 3 27% required in 67% · 3 open now · since Sep 2026
LlamaIndex 2 18% required in 50% · 2 open now · since Sep 2026
Haystack 1 9% required in 100% · 1 open now · since Sep 2026
LangGraph 1 9% required in 100% · 1 open now · since Aug 2026
Transformers 1 9% optional · 1 open now · since Sep 2026

What databases does EXL use?

Amazon Redshift is named in 27% of job postings at EXL, followed by Amazon Aurora (18%), DynamoDB (18%), Milvus (18%).

Amazon Redshift 3 27% required in 67% · 2 open now · since Jul 2026
Amazon Aurora 2 18% required in 100% · 1 open now · since Jul 2026
DynamoDB 2 18% required in 100% · 1 open now · since Jul 2026
Milvus 2 18% required in 100% · 2 open now · since Sep 2026
Pinecone 2 18% required in 100% · 2 open now · since Sep 2026
Snowflake 2 18% required in 50% · 2 open now · since Sep 2026
Azure SQL Database 1 9% required in 100% · 1 open now · since Aug 2026
Delta Lake 1 9% required in 100% · since Jul 2026
Show all (11)
MS SQL1
Weaviate1
PostgreSQL1

What cloud and platforms does EXL use?

AWS is named in 64% of job postings at EXL, followed by Azure (45%), Spark (45%), Amazon S3 (36%).

AWS 7 64% required in 57% · 6 open now · since Jul 2026
Azure 5 45% required in 60% · 4 open now · since Jul 2026
Spark 5 45% required in 60% · 3 open now · since Jul 2026
Amazon S3 4 36% required in 75% · 3 open now · since Jul 2026
AWS Lambda 3 27% required in 67% · 2 open now · since Jul 2026
Kubernetes 3 27% required in 67% · 3 open now · since Sep 2026
API Gateway 2 18% required in 100% · 1 open now · since Jul 2026
GCP 2 18% required in 50% · 2 open now · since Aug 2026
Show all (32)
AWS Step Functions1
Amazon CloudWatch1
Amazon EC21
Amazon EKS1
Amazon Kinesis1
Anthropic1
Apache Kafka1
Azure DevOps1
Databricks1
GitHub Actions1
Grafana1
Microsoft Fabric1
MuleSoft1
Power BI1
AWS Bedrock1
Amazon SageMaker1
Datadog1
GitHub1
Istio1
Kubeflow1
Linkerd1
MLFlow1
New Relic1
Snyk1

What developer tools does EXL use?

Git is named in 36% of job postings at EXL, followed by pySpark (36%), Azure Data Factory (18%), Docker (18%).

Git 4 36% required in 75% · 3 open now · since Jul 2026
pySpark 4 36% required in 75% · 3 open now · since Jul 2026
Azure Data Factory 2 18% required in 100% · 1 open now · since Jul 2026
Docker 2 18% required in 50% · 2 open now · since Sep 2026
Jenkins 2 18% required in 50% · 2 open now · since Sep 2026
AWS CDK 1 9% required in 100% · 1 open now · since Sep 2026
AWS Glue 1 9% required in 100% · 1 open now · since Sep 2026
ArgoCD 1 9% required in 100% · 1 open now · since Sep 2026
Show all (16)
Claude Code1
CloudFormation1
Helm1
Model Context Protocol1
Prometheus1
Terraform1
HashiCorp Vault1
Trivy1

What AI and ML technologies does EXL use?

LLM is named in 27% of job postings at EXL, followed by Claude (9%), LoRA (9%), PEFT (9%).

LLM 3 27% required in 100% · 3 open now · since Sep 2026
Claude 1 9% required in 100% · 1 open now · since Aug 2026
LoRA 1 9% required in 100% · 1 open now · since Sep 2026
PEFT 1 9% required in 100% · 1 open now · since Sep 2026

Which engineering practices does EXL ask for?

CI/CD is named in 73% of job postings at EXL, followed by ETL/ELT (45%), RAG (36%), AI Agents (27%).

CI/CD 8 73% required in 63% · 6 open now · since Jul 2026
ETL/ELT 5 45% required in 60% · 3 open now · since Jul 2026
RAG 4 36% required in 100% · 4 open now · since Aug 2026
AI Agents 3 27% required in 100% · 3 open now · since Aug 2026
Fine-tuning 3 27% required in 100% · 3 open now · since Sep 2026
Prompt Engineering 3 27% required in 100% · 3 open now · since Aug 2026
IAM 2 18% required in 100% · 1 open now · since Jul 2026
Data Vault 2 18% required in 50% · 2 open now · since Aug 2026
Show all (25)
Machine Learning2
Agentic Workflows1
Dimensional Modeling1
Embeddings1
FinOps1
GitOps1
Hybrid Search1
Incident Management1
LLM Guardrails1
LLMOps1
SLI/SLO/SLA1
Semantic Search1
Semantic Search1
Tool Use1
Anomaly Detection1
Computer Use1
Service Mesh1

What does each EXL team work with?

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

Data Science

5 postings
SQL4
Python3
Spark3
pySpark3
AWS2
Amazon Aurora2

AI/ML

3 postings
LLM3
LangChain2
Milvus2
Pinecone2
PyTorch2
Python2

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How modern is the EXL stack?

Cutting-edge AI adopter 86/100

EXL scores 86 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 EXL tech stack

What programming languages does EXL use?

The languages named in EXL job postings are Python (73%), SQL (45%), PowerShell (9%), Apex (9%), JavaScript (9%), as a share of the 11 postings of the last 12 months.

Does EXL use LangChain?

Yes. LangChain is named in 3 of 11 job postings (27%) and required in 3 of them.

What cloud and platforms does EXL use?

The cloud and platforms named in EXL job postings are AWS (7), Azure (5), Spark (5) (postings in brackets).

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

Data Science postings at EXL most often require SQL (4), Python (3), Spark (3), pySpark (3), out of 5 postings in the last 12 months.

Is the EXL tech stack changing?

No new technology has appeared in EXL job postings in the last six months.

How modern is the EXL tech stack?

EXL scores 86 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 EXL tech stack?

Alion reads every job posting EXL publishes and tags the technologies each one names. The figures on this page count the 11 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, "EXL tech stack: 101 technologies from 11 job postings", as of Sep 28, 2026. https://alion.io/company/exl/technologies

Licence: CC BY-SA 4.0JSON