Skills in Data Engineering job specs

Skill and tool mentions across 10 selected Data Engineering specs. Each label is counted once per spec.

Skills

sql

8/10 (80%)

python

7/10 (70%)

data-modeling

7/10 (70%)

data-quality

6/10 (60%)

dimensional-modeling

4/10 (40%)

dbt

3/10 (30%)

airflow

3/10 (30%)

data-engineering

2/10 (20%)

data-visualization

2/10 (20%)

spark

2/10 (20%)

sparksql

2/10 (20%)

java

2/10 (20%)

c++

2/10 (20%)

scala

2/10 (20%)

schema-design

2/10 (20%)

medallion-architecture

2/10 (20%)

data-lineage

2/10 (20%)

data-architecture

2/10 (20%)

data-integration

2/10 (20%)

data-pipelines

2/10 (20%)

stakeholder-management

2/10 (20%)

documentation

2/10 (20%)

ci-cd

2/10 (20%)

stakeholder-communication

2/10 (20%)

databricks

2/10 (20%)

etl-development

1/10 (10%)

analytics

1/10 (10%)

github

1/10 (10%)

etl-pipelines

1/10 (10%)

etl

1/10 (10%)

reverse-etl

1/10 (10%)

communication

1/10 (10%)

problem-solving

1/10 (10%)

machine-learning

1/10 (10%)

ml-infrastructure

1/10 (10%)

model-serving

1/10 (10%)

feature-pipelines

1/10 (10%)

workflow-orchestration

1/10 (10%)

model-monitoring

1/10 (10%)

cross-functional-collaboration

1/10 (10%)

golang

1/10 (10%)

backend-development

1/10 (10%)

api-design

1/10 (10%)

system-design

1/10 (10%)

observability

1/10 (10%)

performance-optimization

1/10 (10%)

infrastructure

1/10 (10%)

etl-pipeline-design

1/10 (10%)

object-oriented-programming

1/10 (10%)

query-optimization

1/10 (10%)

cloud-data-engineering

1/10 (10%)

bigquery

1/10 (10%)

snowflake

1/10 (10%)

redshift

1/10 (10%)

dagster

1/10 (10%)

prefect

1/10 (10%)

flyte

1/10 (10%)

looker

1/10 (10%)

tableau

1/10 (10%)

analytics-engineering

1/10 (10%)

slowly-changing-dimensions

1/10 (10%)

semantic-layer

1/10 (10%)

git

1/10 (10%)

data-observability

1/10 (10%)

data-contracts

1/10 (10%)

schema-management

1/10 (10%)

performance-tuning

1/10 (10%)

metric-definition

1/10 (10%)

data-governance

1/10 (10%)

cloud-data-processing

1/10 (10%)

Tools

Airflow

7/10 (70%)

dbt

6/10 (60%)

Databricks

5/10 (50%)

Snowflake

4/10 (40%)

Dagster

3/10 (30%)

salesforce

3/10 (30%)

Monte Carlo

2/10 (20%)

NetSuite

2/10 (20%)

AWS

2/10 (20%)

redshift

2/10 (20%)

marketo

2/10 (20%)

spark

2/10 (20%)

Looker

2/10 (20%)

GitHub

1/10 (10%)

Hex

1/10 (10%)

SQL

1/10 (10%)

Python

1/10 (10%)

Customer IO

1/10 (10%)

Stripe

1/10 (10%)

MLflow

1/10 (10%)

Kubeflow

1/10 (10%)

rest

1/10 (10%)

grpc

1/10 (10%)

hive

1/10 (10%)

zendesk

1/10 (10%)

gcp

1/10 (10%)

azure

1/10 (10%)

BigQuery

1/10 (10%)

Prefect

1/10 (10%)

Flyte

1/10 (10%)

Tableau

1/10 (10%)

git

1/10 (10%)

databricks-genie

1/10 (10%)

claude

1/10 (10%)

unity-catalog

1/10 (10%)

lookml

1/10 (10%)

gainsight

1/10 (10%)

Experience and seniority

Mid8 of 10

Senior2 of 10

Source specs

Data Engineering

AnthropicCaptured June 2026

Anthropic · San Francisco, CA | New York City, NY | Seattle, WA

Analytics Data Engineer

Mid / IC USD 275,000 - 370,000Closed as of Oct 11, 2026

Data Engineering

DropboxCaptured June 2026

Dropbox · Remote - Mexico

Data Engineer

Mid / IC Not disclosedClosed as of Oct 11, 2026

Data Engineering

DropboxCaptured June 2026

Dropbox · Remote - Canada: Select locations

Data Engineer, Analytics Data Engineering

Senior / IC CAD 128,400 - 173,700Closed as of Oct 11, 2026

Data Engineering

FigmaCaptured June 2026

Figma · San Francisco, CA • New York, NY • United States

Data Engineer

Mid / IC USD 140,000 - 348,000Closed as of Oct 11, 2026

Data Engineering

FigmaCaptured June 2026

Figma · San Francisco, CA • New York, NY • United States

Data Platform Engineer

Mid / IC USD 235,000 - 376,000Closed as of Oct 11, 2026

Data Engineering

GitLabCaptured June 2026

GitLab · Remote, India

Backend Engineer, Analytics Instrumentation (Golang)

Mid / IC Not disclosedClosed as of Oct 11, 2026

Data Engineering

NotionCaptured June 2026

Notion · San Francisco, California

Data Engineer, Go-To-Market

Mid / IC USD 150,000 - 177,000Closed as of Oct 11, 2026

Data Engineering

SpotifyCaptured June 2026

Spotify · Stockholm

Analytics Engineer II

Mid / IC Not disclosedClosed as of Oct 11, 2026

Data Engineering

AsanaCaptured October 2026

Asana · Warsaw

Analytical Engineer

Senior / IC PLN 249,996 - 284,400Still open as of Oct 11, 2026

Data Engineering

AsanaCaptured October 2026

Asana · Warsaw

Data Engineer

Mid / IC PLN 20,833 - 30,000Still open as of Oct 11, 2026

Selected employer postings. AI-assisted summaries may contain errors. This is not a market-wide sample. Independent of the companies listed.