Role Intelligence
Computational Data Science Research Spec 2 Or 3 139471
Analysis from 5 job postings — 0.1% of all scored jobs
5
Jobs Analyzed
0.1%
Demand Rate
—
Avg Salary
—
Median Salary
Skill Snapshot
Top Skills for Computational Data Science Research Spec 2 Or 3 139471
Based on 5 scored postings
What Does a Computational Data Science Research Spec 2 Or 3 139471 Do?
Role overview based on 5 scored job postings.
A Computational Data Science Research Spec 2 Or 3 139471 drives outcomes across Python Programming, React Programming and related areas. Based on 5 scored postings, this role requires a mix of technical and strategic skills at varying depth levels.
What employers are looking for:
- •Python Programming at L5 — required in 100% of postings. Most roles expect independent execution, not just awareness.
- •React Programming at L4 — required in 80% of postings. Employers want hands-on proficiency, not textbook knowledge.
Required Skills
Skills ranked by frequency across 5 postings. L-levels show the depth employers require.
Salary Insights
Compensation data from 0 postings with disclosed salary.
Cross-Company Leveling Equivalence (L3–L8)
Standardized IC Ladder & Total Compensation Percentiles
| Band | Meta | Microsoft | Amazon | Apple | P25 / P50 / P75 TC | |
|---|---|---|---|---|---|---|
| L3 (Entry / Associate) | L3 (SWE II) | E3 (SWE III) | 59–60 (SDE) | L4 (SDE I) | ICT2 | $152K / $175K / $195K |
| L4 (Mid-Level / SWE II) | L4 (SWE III) | E4 (SWE IV) | 61–62 (SDE II) | L5 (SDE II) | ICT3 | $200K / $230K / $265K |
| L5 (Senior (Terminal IC)) | L5 (Senior SWE) | E5 (Senior SWE) | 62–64 (Senior SDE) | L5 / L6 (SDE III) | ICT4 | $280K / $330K / $385K |
| L6 (Staff / Tech Lead) | L6 (Staff SWE) | E6 (Staff SWE) | 65–66 (Principal SDE) | L7 (Principal SDE) | ICT5 | $395K / $470K / $560K |
| L7 (Senior Staff / Principal) | L7 (Sr Staff SWE) | E7 (Sr Staff SWE) | 67 (Partner SDE) | L8 (Sr Principal) | ICT6 | $565K / $680K / $815K |
| L8 (Distinguished / Fellow) | L8 (Principal / Distinguished) | E8 (Principal / Director) | 68–70 (Distinguished / Technical Fellow) | L8+ (Distinguished) | Fellow | $800K / $980K / $1200K |
Common Skill Gaps
Skills where applicants most frequently fall short of the required depth.
Top Hiring Companies
Companies with the most active Computational Data Science Research Spec 2 Or 3 139471 postings in the scored dataset.
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View 5+ ListingsFrequently Asked Questions
The top skills for Computational Data Science Research Spec 2 Or 3 139471 roles are Python Programming, React Programming. Most positions require these at L5 depth or higher, meaning employers want candidates who can work independently, not just have surface awareness.
Salary data for Computational Data Science Research Spec 2 Or 3 139471 roles is limited in our current dataset. Many employers don't disclose salary ranges upfront, which is a transparency issue ShouldApply tracks.
Computational Data Science Research Spec 2 Or 3 139471 roles represent 0.1% of all scored jobs on ShouldApply. Most applicants have strong alignment with the required skills.
Our data is still growing for Computational Data Science Research Spec 2 Or 3 139471 company breakdowns. Check back as more jobs are scored.
ShouldApply rates every skill requirement on a 1-5 depth scale: L1 (Awareness) means you can discuss the concept, L2 (Basic) means simple tasks, L3 (Intermediate) means independent work, L4 (Advanced) means leading and optimizing, and L5 (Expert) means architecting solutions. This goes beyond keyword matching to measure actual proficiency fit.
With 5 active postings analyzed and a 0.1% demand rate, Computational Data Science Research Spec 2 Or 3 139471 roles show emerging market demand. Compensation varies by market and specialization.
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