June 2026 archive · For research and skill exploration. Current job availability is unverified.

Skills in archived Data Engineering specs

Ranked by how often each appears across 10 real Data Engineering postings. Counts show specs mentioning each extracted skill, counted once per spec.

Skill frequency

Data Modeling

8/10

Python

7/10

Sql

7/10

Schema Design

3/10

Cross Functional Collaboration

3/10

Data Engineering

3/10

Dbt

3/10

Data Pipelines

3/10

Dimensional Modeling

3/10

Data Quality

3/10

Airflow

2/10

Analytics

2/10

Spark

2/10

Databricks

2/10

Scala

2/10

Java

2/10

Data Architecture

2/10

System Design

2/10

Platform Engineering

1/10

Streaming Pipelines

1/10

Distributed Systems

1/10

Data Infrastructure

1/10

Entity Modeling

1/10

Greenfield Development

1/10

Engineering Management

1/10

Technical Leadership

1/10

Batch Processing

1/10

Etl Development

1/10

Data Visualization

1/10

Github

1/10

Etl Design

1/10

Data Warehouse Architecture

1/10

Stakeholder Management

1/10

Hiring And Mentoring

1/10

Data Governance

1/10

Team Leadership

1/10

Technical Strategy

1/10

Product Analytics

1/10

Data Lakes

1/10

Medallion Architecture

1/10

Problem Solving

1/10

Etl

1/10

Technical Communication

1/10

Data Pipeline Development

1/10

Machine Learning

1/10

Ai Systems

1/10

Production Monitoring

1/10

Infrastructure Design

1/10

System Architecture

1/10

Ml Systems

1/10

Backend Development

1/10

Performance Optimization

1/10

Infrastructure

1/10

Api Design

1/10

Golang

1/10

Observability

1/10

Etl Pipeline Development

1/10

Data Integration

1/10

Cloud Data Warehousing

1/10

Analytics Engineering

1/10

Ci Cd

1/10

Dagster

1/10

Tableau

1/10

Looker

1/10

Snowflake

1/10

Prefect

1/10

Flyte

1/10

Bigquery

1/10

Redshift

1/10

Tools mentioned

Dbt

5/10

Airflow

5/10

Databricks

3/10

Spark

3/10

Snowflake

3/10

Sql

2/10

Python

2/10

Montecarlo

2/10

Sparksql

2/10

Salesforce

2/10

Dagster

2/10

Redshift

2/10

Hex

1/10

Github

1/10

Netsuite

1/10

Stripe

1/10

Customer Io

1/10

Kubeflow

1/10

Aws

1/10

Mlflow

1/10

Dagster

1/10

Snowflake

1/10

Grpc

1/10

Rest

1/10

Gcp

1/10

Zendesk

1/10

Netsuite

1/10

Marketo

1/10

Aws

1/10

Azure

1/10

Dbt

1/10

Tableau

1/10

Bigquery

1/10

Prefect

1/10

Flyte

1/10

Looker

1/10

This small, selected June 2026 sample does not establish market demand or universal requirements. Skill labels are extracted and may overlap. Verify details with the linked source.