SciPy
UK

The following table provides summary statistics for permanent job vacancies with a requirement for SciPy skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SciPy over the 6 months to 24 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
24 May 2024
Same period 2023 Same period 2022
Rank 627 873 1009
Rank change year-on-year +246 +136 -202
Permanent jobs citing SciPy 286 90 260
As % of all permanent jobs advertised in the UK 0.28% 0.092% 0.16%
As % of the Libraries, Frameworks & Software Standards category 1.35% 0.30% 0.38%
Number of salaries quoted 278 77 161
10th Percentile £85,000 £72,000 £56,250
25th Percentile £107,500 £78,750 £88,750
Median annual salary (50th Percentile) £135,000 £105,000 £115,000
Median % change year-on-year +28.57% -8.70% +35.29%
75th Percentile £148,750 £142,500 £132,500
90th Percentile £165,000 £152,500 £145,000
UK excluding London median annual salary £80,001 £55,000 £60,000
% change year-on-year +45.46% -8.33% -25.00%

All Software Libraries and Frameworks
UK

SciPy is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 21,194 29,674 67,559
As % of all permanent jobs advertised in the UK 20.92% 30.26% 41.18%
Number of salaries quoted 15,821 18,217 29,920
10th Percentile £36,250 £40,500 £37,500
25th Percentile £45,000 £51,104 £47,500
Median annual salary (50th Percentile) £60,000 £67,500 £63,750
Median % change year-on-year -11.11% +5.88% +15.91%
75th Percentile £78,750 £87,500 £82,500
90th Percentile £100,000 £106,250 £100,000
UK excluding London median annual salary £55,000 £57,500 £55,000
% change year-on-year -4.35% +4.55% +10.00%

SciPy
Job Vacancy Trend

Job postings citing SciPy as a proportion of all IT jobs advertised.

Job vacancy trend for SciPy in the UK

SciPy
Salary Trend

3-month moving average salary quoted in jobs citing SciPy.

Salary trend for SciPy in the UK

SciPy
Salary Histogram

Salary distribution for jobs citing SciPy over the 6 months to 24 May 2024.

Salary histogram for SciPy in the UK

SciPy
Top 7 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SciPy within the UK over the 6 months to 24 May 2024. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +268 283 £135,000 +28.57% 23
London +265 280 £135,000 +28.57% 18
Work from Home +264 276 £135,000 +22.73% 6
UK excluding London -26 6 £80,001 +45.46% 12
Scotland -62 3 - - 2
East of England +13 2 £80,001 +45.46% 2
South West - 1 £62,500 -

SciPy
Co-occurring Skills and Capabilities by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 274 (95.80%) Apache Airflow
2 273 (95.45%) Apache
3 6 (2.10%) Apache Spark
Cloud Services
1 282 (98.60%) AWS
2 274 (95.80%) dbt
3 236 (82.52%) Snowflake
4 138 (48.25%) GCP
5 14 (4.90%) Azure
6 3 (1.05%) Dagster
7 2 (0.70%) Cloud Computing
Database & Business Intelligence
1 274 (95.80%) Amazon Athena
1 274 (95.80%) Dremio
2 271 (94.76%) Apache Arrow
2 271 (94.76%) Apache Ignite
3 239 (83.57%) Data Lake
4 4 (1.40%) Hadoop
5 3 (1.05%) Big Data
Development Applications
1 5 (1.75%) Git
2 1 (0.35%) JIRA
General
1 276 (96.50%) Finance
2 274 (95.80%) Front Office
3 258 (90.21%) Banking
4 255 (89.16%) Investment Banking
5 3 (1.05%) Social Skills
6 2 (0.70%) Law
Job Titles
1 167 (58.39%) Software Engineer
2 115 (40.21%) Python Engineer
3 112 (39.16%) Python Software Engineer
4 111 (38.81%) AWS Engineer
4 111 (38.81%) AWS Software Engineer
5 106 (37.06%) Lead
6 90 (31.47%) Java Engineer
6 90 (31.47%) Java Software Engineer
7 83 (29.02%) Senior
8 82 (28.67%) Developer
8 82 (28.67%) Senior Software Engineer
9 79 (27.62%) Developer/Software Engineer
10 63 (22.03%) Software Developer
11 54 (18.88%) Senior Java Engineer
11 54 (18.88%) Senior Java Software Engineer
12 52 (18.18%) Architect
12 52 (18.18%) Lead Software Developer
12 52 (18.18%) Lead Software Engineer
12 52 (18.18%) Software Team Leader
12 52 (18.18%) Technical Leader
Libraries, Frameworks & Software Standards
1 286 (100.00%) NumPy
2 280 (97.90%) Pandas
3 271 (94.76%) gRPC
3 271 (94.76%) Protocol Buffers
4 16 (5.59%) AngularJS
4 16 (5.59%) Node.js
4 16 (5.59%) React
4 16 (5.59%) Redux
4 16 (5.59%) Vue
5 7 (2.45%) scikit-learn
6 6 (2.10%) PyTorch
7 5 (1.75%) PySpark
8 3 (1.05%) MLlib
8 3 (1.05%) MXNet
8 3 (1.05%) TensorFlow
9 2 (0.70%) Kafka
Miscellaneous
1 270 (94.41%) Fixed Income
2 249 (87.06%) Equities
2 249 (87.06%) Foreign Exchange (FX)
2 249 (87.06%) Hedge funds
3 248 (86.71%) Derivative
4 36 (12.59%) Pricing Data
5 7 (2.45%) Algorithms
6 3 (1.05%) Distributed Systems
6 3 (1.05%) Onboarding
7 2 (0.70%) Data Structures
Operating Systems
1 2 (0.70%) Linux
Processes & Methodologies
1 280 (97.90%) Software Engineering
2 275 (96.15%) Agile
3 274 (95.80%) Asset Management
4 232 (81.12%) Investment Management
5 104 (36.36%) Greeks
6 96 (33.57%) Line Management
7 28 (9.79%) Analytics
8 19 (6.64%) Fintech
9 17 (5.94%) Performance Attribution
10 16 (5.59%) Credit Risk Analysis
11 13 (4.55%) Data Architecture
12 12 (4.20%) Mentoring
12 12 (4.20%) Product Management
13 11 (3.85%) Machine Learning
14 10 (3.50%) Data Engineering
15 6 (2.10%) Data Science
15 6 (2.10%) Mathematics
16 5 (1.75%) Artificial Intelligence
16 5 (1.75%) Computer Science
17 4 (1.40%) Data Analysis
Programming Languages
1 286 (100.00%) Python
2 265 (92.66%) JavaScript
2 265 (92.66%) TypeScript
3 255 (89.16%) Java
4 13 (4.55%) Ruby
4 13 (4.55%) Scala
5 2 (0.70%) C
6 1 (0.35%) C++
6 1 (0.35%) SQL
Qualifications
1 7 (2.45%) Degree
2 5 (1.75%) PhD
3 2 (0.70%) Master's Degree
4 1 (0.35%) DV Cleared
4 1 (0.35%) Security Cleared
Quality Assurance & Compliance
1 104 (36.36%) Data Quality
System Software
1 2 (0.70%) Docker