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Caylent Tech Stack

AWS cloud migration and data engineering services company

IT Services and IT Consulting Irvine, California 501–1,000 employees Privately Held

Caylent is an AWS-focused services firm serving mid-market organizations through cloud migration, data engineering, and observability work. The tech stack reveals a data-heavy practice: heavy investment in SageMaker, Bedrock, and the full ML ecosystem (PyTorch, TensorFlow, Kubeflow), paired with pipeline tools (Airflow, Spark, Glue) and infrastructure-as-code (Terraform). Hiring is engineering-dominated with 48 engineers and 20 data specialists across senior+ roles, and geographic expansion into Mexico, Brazil, and Argentina signals scaling beyond US delivery capacity.

Tech Stack 67 technologies

Core StackAWS SageMaker AWS Glue AWS Lambda Docker MLflow PyTorch TensorFlow Pandas scikit-learn Kubeflow Apache Airflow Apache Spark Hadoop Python PySpark Scala Bedrock AWS EMR IAM Git JAX Keras Transformers Triton TorchServe Polars Dask Ray SQL+37 more

What Caylent Is Building

◆Challenges

Workload migrations and modernization
Migrating legacy databases to cloud
Migration and modernization journey
Resource allocation inefficiencies
Re-platforming existing systems
Complex cloud transformation projects
Reliability
Scaling practice for growth
Ensuring on-time, on-budget outcomes
Cloud native application development

▲Active Projects

Portfolio of data engineering and analytics engagements
Observability and monitoring architecture
Re-platforming existing systems
Devops/gitops workflow implementation
Cloud adoption and migration program
Build and maintain observability solutions
Growth of strategic accounts
Multi-database migration projects
Iac solution design
Delivery standards and reusable frameworks

Hiring Activity

Accelerating85 roles · 40 in 30d

Department

Engineering

48

Data

20

Ops

6

Support

5

Consulting

1

Executive

1

Sales

1

Seniority

Senior

39

Principal

18

Manager

12

Director

8

Mid

5

Notable leadership hires: Machine Learning Director, Data Practice Director

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About Caylent

Caylent provides cloud native consulting and implementation services to organizations undertaking AWS adoption, migration, and modernization. The company operates across three primary service areas: cloud infrastructure and DevOps (migration programs, IaC, GitOps workflows), data engineering and analytics (pipeline design, multi-database migrations, observability architecture), and ML platform work (leveraging SageMaker and Bedrock). With 501–1,000 employees headquartered in Irvine, California, Caylent deploys teams across the US, Mexico, Brazil, and Argentina to support large-scale, multi-year transformation engagements where clients struggle with workload migration, re-platforming legacy systems, and ensuring on-time, on-budget outcomes.

HeadquartersIrvine, California

Company Size501–1,000 employees

Hiring MarketsMexico, Brazil, Argentina, United States

Frequently Asked Questions

What is Caylent's tech stack?

AWS services (SageMaker, Bedrock, Lambda, Glue, EMR), containerization (Docker, Kubernetes), orchestration (Airflow, Spark), machine learning (PyTorch, TensorFlow, Kubeflow), and infrastructure-as-code (Terraform). Python, Scala, and SQL dominate engineering.