Marketing Attribution Analyst resume skills and keywords
In 54 Marketing Attribution Analyst job postings from 42 employers analysed on October 23, 2026, the most requested skills are SQL (78 %), Communication (63 %), Python (57 %), Tableau (52 %) and Leadership (44 %). Of the top 40 skills, 32 are hard skills, tools or certifications and 8 are soft skills.
Download the full list as a CSV or check your own resume against a posting with the free keyword scanner.
Top 40 skills in Marketing Attribution Analyst job postings
| Skill | Share of postings | Type |
|---|---|---|
| SQL | 78 % | Tool |
| Communication | 63 % | Soft skill |
| Python | 57 % | Tool |
| Tableau | 52 % | Tool |
| Leadership | 44 % | Soft skill |
| Looker | 37 % | Tool |
| Microsoft Excel | 33 % | Tool |
| Google Analytics | 26 % | Tool |
| APIs | 26 % | Hard skill |
| Data pipelines | 24 % | Hard skill |
| Data Science | 24 % | Hard skill |
| Attention to detail | 22 % | Soft skill |
| Problem Solving | 22 % | Soft skill |
| R (programming) | 22 % | Tool |
| Decision making | 22 % | Soft skill |
| CRM | 20 % | Hard skill |
| Snowflake | 20 % | Tool |
| Google Ads | 19 % | Tool |
| Experimentation | 19 % | Hard skill |
| Dbt | 17 % | Hard skill |
| Data Analytics | 17 % | Hard skill |
| Salesforce | 17 % | Tool |
| Paid media | 17 % | Hard skill |
| Mentoring | 17 % | Soft skill |
| Collaboration | 17 % | Soft skill |
| Power BI | 17 % | Tool |
| A/B testing | 17 % | Hard skill |
| Marketing Strategy | 15 % | Hard skill |
| AI Tools | 15 % | Tool |
| Data Analysis | 15 % | Hard skill |
| Data visualization | 13 % | Hard skill |
| Digital marketing | 13 % | Hard skill |
| ETL | 11 % | Hard skill |
| Microsoft PowerPoint | 11 % | Tool |
| Accountability | 11 % | Soft skill |
| Amplitude | 11 % | Tool |
| BigQuery | 11 % | Tool |
| Databricks | 11 % | Tool |
| Demand generation | 9 % | Hard skill |
| Machine learning | 9 % | Hard skill |
Hard skills vs soft skills vs tools and certifications
Hard skills (16)
- APIs 26 %
- Data pipelines 24 %
- Data Science 24 %
- CRM 20 %
- Experimentation 19 %
- Dbt 17 %
- Data Analytics 17 %
- Paid media 17 %
- A/B testing 17 %
- Marketing Strategy 15 %
- Data Analysis 15 %
- Data visualization 13 %
- Digital marketing 13 %
- ETL 11 %
- Demand generation 9 %
- Machine learning 9 %
Soft skills (8)
- Communication 63 %
- Leadership 44 %
- Attention to detail 22 %
- Problem Solving 22 %
- Decision making 22 %
- Mentoring 17 %
- Collaboration 17 %
- Accountability 11 %
Tools and software (16)
- SQL 78 %
- Python 57 %
- Tableau 52 %
- Looker 37 %
- Microsoft Excel 33 %
- Google Analytics 26 %
- R (programming) 22 %
- Snowflake 20 %
- Google Ads 19 %
- Salesforce 17 %
- Power BI 17 %
- AI Tools 15 %
- Microsoft PowerPoint 11 %
- Amplitude 11 %
- BigQuery 11 %
- Databricks 11 %
Keyword phrases recruiters use
Multi-word phrases that recur across these marketing attribution analyst postings, with the share of postings that use each one.
How to use this on your resume
Treat the table as a checklist, not a script. Put the skills you genuinely have in your skills section, using the same wording as the posting, and back the top ones with a bullet that shows the result.
Each job posting differs from the average, so compare your resume with the actual ad: paste it into the resume keyword scanner to see which terms you already have and which are missing. The ATS keywords guide explains where to place them so applicant tracking systems read them.
Skip any skill you cannot talk about in an interview; a keyword that falls apart under one question costs more than it gains. For a full layout with these skills in context, see the Marketing Attribution Analyst resume example. Then prepare for the Marketing Attribution Analyst interview questions that test them.
Build a marketing attribution analyst resume with these skills
Start in the editor, tailor your bullets to the job you want and download an ATS-friendly resume.