Quantitative Analyst resume skills and keywords
In 181 Quantitative Analyst job postings from 70 employers analysed on October 23, 2026, the most requested skills are Python (73 %), Machine learning (45 %), Communication (45 %), C++ (44 %) and Problem Solving (32 %). Of the top 40 skills, 29 are hard skills, tools or certifications and 11 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 Quantitative Analyst job postings
| Skill | Share of postings | Type |
|---|---|---|
| Python | 73 % | Tool |
| Machine learning | 45 % | Hard skill |
| Communication | 45 % | Soft skill |
| C++ | 44 % | Tool |
| Problem Solving | 32 % | Soft skill |
| Quantitative Research | 27 % | Hard skill |
| Data Analysis | 24 % | Hard skill |
| Algorithms | 23 % | Hard skill |
| Risk management | 23 % | Hard skill |
| Attention to detail | 19 % | Soft skill |
| Algorithmic Trading | 18 % | Hard skill |
| Collaboration | 17 % | Soft skill |
| SQL | 16 % | Tool |
| Math | 15 % | Hard skill |
| Mentoring | 11 % | Soft skill |
| Data Science | 10 % | Hard skill |
| Pandas | 10 % | Tool |
| Data pipelines | 10 % | Hard skill |
| Deep learning | 10 % | Hard skill |
| Continuous improvement | 10 % | Hard skill |
| Quantitative Analysis | 9 % | Hard skill |
| Experimentation | 9 % | Hard skill |
| Statistical analysis | 8 % | Hard skill |
| R (programming) | 8 % | Tool |
| Creativity | 8 % | Soft skill |
| Linux | 8 % | Tool |
| Leadership | 8 % | Soft skill |
| Java | 8 % | Tool |
| Software development | 8 % | Hard skill |
| Flexibility | 7 % | Soft skill |
| Continuous learning | 7 % | Hard skill |
| Decision making | 7 % | Soft skill |
| Historical | 7 % | Hard skill |
| NumPy | 7 % | Tool |
| Time Series Analysis | 7 % | Hard skill |
| AI Tools | 7 % | Tool |
| C++ and Python | 6 % | Tool |
| Market research | 6 % | Hard skill |
| Analytical skills | 6 % | Soft skill |
| Accountability | 6 % | Soft skill |
Hard skills vs soft skills vs tools and certifications
Hard skills (19)
- Machine learning 45 %
- Quantitative Research 27 %
- Data Analysis 24 %
- Algorithms 23 %
- Risk management 23 %
- Algorithmic Trading 18 %
- Math 15 %
- Data Science 10 %
- Data pipelines 10 %
- Deep learning 10 %
- Continuous improvement 10 %
- Quantitative Analysis 9 %
- Experimentation 9 %
- Statistical analysis 8 %
- Software development 8 %
- Continuous learning 7 %
- Historical 7 %
- Time Series Analysis 7 %
- Market research 6 %
Soft skills (11)
- Communication 45 %
- Problem Solving 32 %
- Attention to detail 19 %
- Collaboration 17 %
- Mentoring 11 %
- Creativity 8 %
- Leadership 8 %
- Flexibility 7 %
- Decision making 7 %
- Analytical skills 6 %
- Accountability 6 %
Tools and software (10)
- Python 73 %
- C++ 44 %
- SQL 16 %
- Pandas 10 %
- R (programming) 8 %
- Linux 8 %
- Java 8 %
- NumPy 7 %
- AI Tools 7 %
- C++ and Python 6 %
Keyword phrases recruiters use
Multi-word phrases that recur across these quantitative 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 Quantitative Analyst resume example. Then prepare for the Quantitative Analyst interview questions that test them.
Build a quantitative analyst resume with these skills
Start in the editor, tailor your bullets to the job you want and download an ATS-friendly resume.