WayOps Tech Stack

Data transformation and MLOps consultancy for enterprise cloud migrations

IT Services and IT Consulting Madrid, Comunidad de Madrid 2–10 employees Founded 2019 Privately Held

WayOps is a Madrid-based consultancy specializing in Big Data, AI, and DevOps for enterprise digital transformation. The stack reveals a dual-cloud architecture (Azure Data Factory, Databricks, SageMaker alongside AWS Glue, Redshift, Athena) with heavy investment in data pipeline tooling (PySpark, Delta Lake, Unity Catalog, Hive). Active pain points and projects center on MLOps hardening—automating model deployment, adapting analytics platforms for production ML, and deploying LLMs at scale—suggesting the firm is shifting from one-off analytics engagements toward repeatable AI industrialization frameworks.

Tech Stack 95 technologies

Core StackPySpark Databricks Delta Lake Unity Catalog Azure Data Factory Power BI Apache Spark Lucidchart Azure DevOps HubSpot WordPress AWS CloudFormation CloudWatch SageMaker AWS Glue Redshift DynamoDB AWS RDS HDFS Hive Visual Studio Code Git Azure Machine Learning Hootsuite AWS CodePipeline AWS CodeBuild AWS CodeCommit CodeDeploy Athena+65 more

AdoptingFastAPI

What WayOps Is Building

◆Challenges

Automating model deployment via mlops
Adapting analytics platform
Incident management in production
Integrating mlops into existing analytics platform
Automating deployment of ai models
Harmonizing tms wms erp systems
Industrializing ai models
Deploying llms to production
Low latency high availability for ai agents
Optimizing hybrid infrastructure

▲Active Projects

Adapting analytics platform for mlops deployment
Medallion data lake transformation
Deployment of vector databases
Inbound marketing funnel construction
Lead scoring rule development
Email marketing campaign monitoring
Mlops deployment automation
Responsible model creation integration
Advanced analytics projects
New corporate website & blog

Hiring Activity

Steady20 roles · 5 in 30d

Department

Engineering

Data

Marketing

Logistics

Seniority

Mid

Senior

Intern

Junior

Lead

Notable leadership hires: Lead Generation

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About WayOps

WayOps delivers consultancy and custom software solutions for cloud, data, and AI transformation across mid-market and enterprise clients. The firm combines strategy and implementation across three dimensions: cloud infrastructure design, Big Data pipeline architecture, and machine learning operationalization. The current project slate emphasizes data lake transformations (medallion architecture), MLOps automation, and vector database deployment, paired with production hardening work on incident management and low-latency AI agent serving. The company operates across Spain and Germany with an engineering-forward team structure.

HeadquartersMadrid, Comunidad de Madrid

Company Size2–10 employees

Founded2019

Hiring MarketsSpain, Germany

Frequently Asked Questions

What cloud platforms does WayOps use?

WayOps operates across both Azure (Data Factory, Databricks, Machine Learning, DevOps) and AWS (Glue, Redshift, Athena, SageMaker, CodePipeline). The dual-cloud approach reflects client portfolio diversity and cloud-agnostic consulting positioning.

What is WayOps working on?

Current projects include medallion data lake transformations, MLOps deployment automation, vector database deployments, and production AI model hardening (LLM deployment, low-latency agent serving, incident management). Marketing work includes inbound funnel and lead scoring development.