Skills in Analytics job specs

Skill and tool mentions across 20 selected Analytics specs. Each label is counted once per spec.

Skills

sql

15/20 (75%)

stakeholder-management

8/20 (40%)

data-analysis

8/20 (40%)

data-visualization

7/20 (35%)

stakeholder-communication

6/20 (30%)

data-modeling

5/20 (25%)

python

5/20 (25%)

data-quality

4/20 (20%)

dashboarding

4/20 (20%)

experimentation

4/20 (20%)

statistical modeling

3/20 (15%)

automation

3/20 (15%)

statistical-analysis

3/20 (15%)

a-b-testing

3/20 (15%)

process-improvement

3/20 (15%)

forecasting

3/20 (15%)

causal inference

3/20 (15%)

data storytelling

3/20 (15%)

time series analysis

2/20 (10%)

sensitivity analysis

2/20 (10%)

etl

2/20 (10%)

dbt

2/20 (10%)

business-intelligence

2/20 (10%)

ad-hoc-analysis

2/20 (10%)

storytelling

2/20 (10%)

workflow-automation

2/20 (10%)

cross-functional-collaboration

2/20 (10%)

problem-solving

2/20 (10%)

demand forecasting

1/20 (5%)

capacity planning

1/20 (5%)

workforce planning

1/20 (5%)

queueing theory

1/20 (5%)

scenario modeling

1/20 (5%)

optimization

1/20 (5%)

process automation

1/20 (5%)

executive communication

1/20 (5%)

contact center metrics

1/20 (5%)

data-warehousing

1/20 (5%)

people-management

1/20 (5%)

data-governance

1/20 (5%)

product-analytics

1/20 (5%)

self-serve-analytics

1/20 (5%)

quantitative-analysis

1/20 (5%)

pandas

1/20 (5%)

numpy

1/20 (5%)

scikit-learn

1/20 (5%)

mentoring

1/20 (5%)

experimentation-design

1/20 (5%)

regression

1/20 (5%)

decision-trees

1/20 (5%)

multivariate-testing

1/20 (5%)

customer-segmentation

1/20 (5%)

propensity-modeling

1/20 (5%)

business-analytics

1/20 (5%)

zendesk-administration

1/20 (5%)

ticket-routing

1/20 (5%)

queue-design

1/20 (5%)

backlog-management

1/20 (5%)

systems-integration

1/20 (5%)

requirements-gathering

1/20 (5%)

process-documentation

1/20 (5%)

change-management

1/20 (5%)

accounts-payable

1/20 (5%)

erp-systems

1/20 (5%)

financial-reconciliation

1/20 (5%)

excel

1/20 (5%)

vendor-management

1/20 (5%)

month-end-close

1/20 (5%)

financial-modeling

1/20 (5%)

scenario-analysis

1/20 (5%)

variance-analysis

1/20 (5%)

kpi-development

1/20 (5%)

deal-economics

1/20 (5%)

financial-operations

1/20 (5%)

billing-systems

1/20 (5%)

contract-analysis

1/20 (5%)

audit-support

1/20 (5%)

spreadsheet-analysis

1/20 (5%)

accounts-receivable

1/20 (5%)

billing-operations

1/20 (5%)

contract-review

1/20 (5%)

project-management

1/20 (5%)

financial-analysis

1/20 (5%)

pricing-strategy

1/20 (5%)

strategic-thinking

1/20 (5%)

communication

1/20 (5%)

marketing analytics

1/20 (5%)

experiment design

1/20 (5%)

incrementality measurement

1/20 (5%)

holdout testing

1/20 (5%)

executive presentation

1/20 (5%)

reporting automation

1/20 (5%)

loyalty analytics

1/20 (5%)

growth analytics

1/20 (5%)

semantic-layer-design

1/20 (5%)

people-leadership

1/20 (5%)

metric-governance

1/20 (5%)

cost-management

1/20 (5%)

prioritization

1/20 (5%)

metrics-design

1/20 (5%)

instrumentation

1/20 (5%)

bigquery

1/20 (5%)

mentorship

1/20 (5%)

business-analysis

1/20 (5%)

data-engineering

1/20 (5%)

spreadsheets

1/20 (5%)

anomaly-detection

1/20 (5%)

root-cause-analysis

1/20 (5%)

hypothesis-testing

1/20 (5%)

presentation

1/20 (5%)

metrics-analysis

1/20 (5%)

funnel-analysis

1/20 (5%)

ai-assisted-development

1/20 (5%)

spark

1/20 (5%)

airflow

1/20 (5%)

exploratory-data-analysis

1/20 (5%)

llm

1/20 (5%)

generative-ai

1/20 (5%)

marketing measurement

1/20 (5%)

marketing attribution

1/20 (5%)

incrementality testing

1/20 (5%)

media mix modeling

1/20 (5%)

growth metrics

1/20 (5%)

ai-assisted analytics

1/20 (5%)

econometrics

1/20 (5%)

bayesian methods

1/20 (5%)

Tools

SQL

11/20 (55%)

Python

7/20 (35%)

tableau

6/20 (30%)

dbt

5/20 (25%)

looker

5/20 (25%)

Excel

4/20 (20%)

claude-code

4/20 (20%)

cursor

4/20 (20%)

snowflake

4/20 (20%)

bigquery

4/20 (20%)

databricks

4/20 (20%)

Google Sheets

3/20 (15%)

hex

3/20 (15%)

github-copilot

3/20 (15%)

airflow

3/20 (15%)

Claude

2/20 (10%)

AI tools

2/20 (10%)

Salesforce

2/20 (10%)

NICE

1/20 (5%)

Verint

1/20 (5%)

Aspect

1/20 (5%)

Anaplan

1/20 (5%)

git

1/20 (5%)

hadoop

1/20 (5%)

Zendesk

1/20 (5%)

Zendesk Copilot

1/20 (5%)

ERP systems

1/20 (5%)

Google Workspace

1/20 (5%)

Microsoft Office

1/20 (5%)

G Suite

1/20 (5%)

Databricks Genie

1/20 (5%)

Unity Catalog

1/20 (5%)

LookML

1/20 (5%)

Marketo

1/20 (5%)

Gainsight

1/20 (5%)

pandas

1/20 (5%)

numpy

1/20 (5%)

powerpoint

1/20 (5%)

google-slides

1/20 (5%)

github

1/20 (5%)

jira

1/20 (5%)

mode

1/20 (5%)

Apache Spark

1/20 (5%)

Apache Airflow

1/20 (5%)

Google Ads

1/20 (5%)

Experience and seniority

Mid9 of 20

Senior7 of 20

Manager2 of 20

Entry2 of 20

Source specs

Analytics

AirbnbCaptured June 2026

Airbnb · United States

Community Support Forecasting and Demand Planning Analyst

Senior / IC USD 168,000 - 210,000Still open as of Oct 11, 2026

Analytics

AnthropicCaptured June 2026

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

Analytics Data Engineering Manager, Product

Manager / MANAGER USD 370,000 - 450,000Closed as of Oct 11, 2026

Analytics

BrexCaptured June 2026

Brex · San Francisco, California, United States

Data Analyst II

Mid / IC USD 93,600 - 117,000Still open as of Oct 11, 2026

Analytics

BrexCaptured June 2026

Brex · New York, New York, United States

Data Analyst III

Senior / IC USD 114,192 - 142,740Closed as of Oct 11, 2026

Analytics

DropboxCaptured June 2026

Dropbox · Remote - US: Select locations

Data Scientist

Mid / IC USD 132,600 - 201,800Closed as of Oct 11, 2026

Analytics

FigmaCaptured June 2026

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

Business Systems Analyst

Mid / IC USD 105,000 - 245,000Closed as of Oct 11, 2026

Analytics

SpotifyCaptured June 2026

Spotify · New York, NY

Accounts Payable Analyst

Entry / IC USD 66,189 - 94,556Closed as of Oct 11, 2026

Analytics

SpotifyCaptured June 2026

Spotify · New York, NY

Analyst, Licensing Finance – FP&A

Entry / IC USD 67,172 - 95,960Closed as of Oct 11, 2026

Analytics

StripeCaptured June 2026

Stripe · Bengaluru

Accounts Receivable Analyst

Mid / IC Not disclosedClosed as of Oct 11, 2026

Analytics

StripeCaptured June 2026

Stripe · Seattle, SF

Accounts Receivable Analyst - Service Strategy Enablement

Mid / IC Not disclosedClosed as of Oct 11, 2026

Analytics

StripeCaptured June 2026

Stripe · Toronto

Analyst, Product Pricing

Mid / IC Not disclosedClosed as of Oct 11, 2026

Analytics

AirbnbCaptured October 2026

Airbnb · United States

Lead Advanced Analyst, Integrated Marketing

Senior / IC USD 164,000 - 191,000Still open as of Oct 11, 2026

Analytics

AsanaCaptured October 2026

Asana · Vancouver, BC

Analytical Engineering Manager

Manager / MANAGER CAD 157,000 - 178,000Still open as of Oct 11, 2026

Analytics

BrexCaptured October 2026

Brex · São Paulo, São Paulo, Brazil

Data Analyst II

Mid / IC Not disclosedStill open as of Oct 11, 2026

Analytics

DiscordCaptured October 2026

Discord · San Francisco Bay Area

Data Scientist - Client Platform

Mid / IC USD 160,000 - 200,000Still open as of Oct 11, 2026

Analytics

DuolingoCaptured October 2026

Duolingo · New York, NY; Pittsburgh, PA

Senior Data Scientist, Growth Forecasting

Senior / IC USD 182,800 - 247,300Still open as of Oct 11, 2026

Analytics

InstacartCaptured October 2026

Instacart · United States - Remote

Data Analyst, Platform Excellence Ops Analytics

Mid / IC USD 95,000 - 119,500Still open as of Oct 11, 2026

Analytics

IntercomCaptured October 2026

Intercom · Dublin, Ireland; London, England

Senior Data Scientist - Growth

Senior / IC Not disclosedStill open as of Oct 11, 2026

Analytics

RobinhoodCaptured October 2026

Robinhood · Westlake, TX

Data Solutions & Analytics Senior Analyst

Senior / IC USD 141,773 - 162,000Still open as of Oct 11, 2026

Analytics

SupabaseCaptured October 2026

Supabase · Remote, Global

Senior Data Analyst - Marketing

Senior / IC Not disclosedStill 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.