Period
to 23 July 2021

The table below looks at the prevalence of the term Pricing Data in permanent job vacancies. Included is a benchmarking guide to the salaries offered in vacancies that have cited Pricing Data over the 6 months to 23 July 2021 with a comparison to the same period over the previous 2 years.

Pricing Data
UK
6 months to
23 Jul 2021
Same period 2020 Same period 2019
Rank 827 790 1080
Rank change year-on-year -37 +290 +119
Permanent jobs citing Pricing Data 159 11 21
As % of all permanent jobs advertised in the UK 0.14% 0.015% 0.015%
As % of the Miscellaneous category 0.36% 0.043% 0.041%
Number of salaries quoted 141 11 19
10th Percentile " " £37,000
25th Percentile £87,500 " £55,625
Median annual salary (50th Percentile) £110,000 £85,000 £90,000
Median % change year-on-year +29.41% -5.56% +119.51%
75th Percentile £132,500 £100,000 £95,000
90th Percentile " " £122,500
UK excluding London median annual salary - £42,500 £45,000
% change year-on-year - -5.56% +9.76%

Pricing Data is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for generic IT skills.

All Generic IT Skills
UK
Permanent vacancies with a requirement for generic IT skills 44,157 25,336 51,009
As % of all permanent IT jobs advertised in the UK 39.06% 35.47% 35.24%
Number of salaries quoted 26,826 20,153 39,010
10th Percentile £32,500 £31,750 £30,000
25th Percentile £42,500 £41,250 £37,500
Median annual salary (50th Percentile) £57,500 £55,000 £53,000
Median % change year-on-year +4.55% +3.77% +0.95%
75th Percentile £78,750 £76,250 £72,500
90th Percentile £97,500 £96,250 £90,000
UK excluding London median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Pricing Data
Job Vacancy Trend

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

Job vacancy trend for Pricing Data in the UK

Pricing Data
Salary Trend

3-month moving average salary quoted in jobs citing Pricing Data.

Salary trend for Pricing Data in the UK

Pricing Data
Salary Histogram

Salary distribution for jobs citing Pricing Data over the 6 months to 23 July 2021.

Salary histogram for Pricing Data in the UK

Pricing Data
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Pricing Data within the UK over the 6 months to 23 July 2021. 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
Job
Vacancies
England -22 159 £110,000 +29.41% 4
London +27 158 £110,000 +29.41% 3
Work from Home - 2 £80,000 - 1
UK excluding London -123 1 - - 1
North of England - 1 - - 1
North West - 1 - -

For the 6 months to 23 July 2021, IT jobs citing Pricing Data also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads with a requirement for Pricing Data.

1 155 (97.48%) Finance
2 143 (89.94%) Software Engineering
3 137 (86.16%) Java
4 135 (84.91%) Web Services
4 135 (84.91%) Banking
5 133 (83.65%) SQL
6 131 (82.39%) Python
7 130 (81.76%) Agile Software Development
7 130 (81.76%) Hedge funds
8 129 (81.13%) Asset Management
9 128 (80.50%) Data Management
9 128 (80.50%) Enterprise Data Management
9 128 (80.50%) Investment Management
9 128 (80.50%) Amazon EC2
9 128 (80.50%) AWS
9 128 (80.50%) Microservices
9 128 (80.50%) AWS Lambda
9 128 (80.50%) gRPC
9 128 (80.50%) Amazon Aurora
9 128 (80.50%) Serverless
9 128 (80.50%) Amazon ECS
9 128 (80.50%) Project Delivery
10 69 (43.40%) Oracle
10 69 (43.40%) SQL Server
11 68 (42.77%) Sybase
11 68 (42.77%) RDBMS
11 68 (42.77%) MySQL
11 68 (42.77%) PostgreSQL
11 68 (42.77%) Relational Database
12 64 (40.25%) Artificial Intelligence

Pricing Data
Co-occurring IT Skills by Category

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

Application Platforms
1 3 (1.89%) Elasticsearch
2 1 (0.63%) WebLogic
Applications
1 1 (0.63%) Microsoft Excel
1 1 (0.63%) Microsoft Office
Cloud Services
1 128 (80.50%) Amazon EC2
1 128 (80.50%) Amazon ECS
1 128 (80.50%) AWS
1 128 (80.50%) AWS Lambda
1 128 (80.50%) Serverless
2 15 (9.43%) Twilio
Database & Business Intelligence
1 128 (80.50%) Amazon Aurora
2 69 (43.40%) SQL Server
3 68 (42.77%) MySQL
3 68 (42.77%) PostgreSQL
3 68 (42.77%) RDBMS
3 68 (42.77%) Relational Database
4 60 (37.74%) Amazon Athena
5 15 (9.43%) MongoDB
6 3 (1.89%) Blockchain
6 3 (1.89%) NoSQL
6 3 (1.89%) Redis
6 3 (1.89%) Tick Data
7 1 (0.63%) DB2
Development Applications
1 15 (9.43%) CircleCI
2 14 (8.81%) Cypress.io
3 3 (1.89%) Git (software)
General
1 155 (97.48%) Finance
2 135 (84.91%) Banking
3 15 (9.43%) Telecoms
4 9 (5.66%) Front Office
5 3 (1.89%) Marketing
6 1 (0.63%) Analytical Skills
6 1 (0.63%) Investment Banking
6 1 (0.63%) Organisational Skills
6 1 (0.63%) Retail
Job Titles
1 128 (80.50%) AWS Engineer
1 128 (80.50%) AWS Software Engineer
1 128 (80.50%) Software Engineer
2 116 (72.96%) Developer
3 104 (65.41%) AWS Developer
3 104 (65.41%) Developer/Software Engineer
4 68 (42.77%) Programmer
4 68 (42.77%) Software Programmer
5 64 (40.25%) Java Engineer
5 64 (40.25%) Java Software Engineer
5 64 (40.25%) Python Engineer
5 64 (40.25%) Python Software Engineer
6 61 (38.36%) Java Developer
7 52 (32.70%) Java Software Developer
7 52 (32.70%) Python Developer
8 34 (21.38%) Java Programmer
8 34 (21.38%) Python Programmer
9 24 (15.09%) Data Engineer
10 12 (7.55%) Lead Software Engineer
11 8 (5.03%) Front Office Developer
Libraries, Frameworks & Software Standards
1 135 (84.91%) Web Services
2 128 (80.50%) gRPC
3 44 (27.67%) J2EE
4 24 (15.09%) Kafka
5 18 (11.32%) Node.js
6 15 (9.43%) AngularJS
6 15 (9.43%) TensorFlow
7 14 (8.81%) Jest
8 7 (4.40%) Spring
8 7 (4.40%) Spring Boot
9 1 (0.63%) JMS
9 1 (0.63%) Middleware
Miscellaneous
1 130 (81.76%) Hedge funds
2 8 (5.03%) Derivative
3 7 (4.40%) Equity Derivative
4 3 (1.89%) Fixed Income
5 2 (1.26%) Equities
6 1 (0.63%) Credit Derivative
6 1 (0.63%) Management Information System
Operating Systems
1 1 (0.63%) Linux
Processes & Methodologies
1 143 (89.94%) Software Engineering
2 130 (81.76%) Agile Software Development
3 129 (81.13%) Asset Management
4 128 (80.50%) Data Management
4 128 (80.50%) Enterprise Data Management
4 128 (80.50%) Investment Management
4 128 (80.50%) Microservices
4 128 (80.50%) Project Delivery
5 64 (40.25%) Artificial Intelligence
6 63 (39.62%) Test Automation
7 48 (30.19%) Data Science
8 26 (16.35%) Analytics
9 24 (15.09%) Data Analytics
10 15 (9.43%) Data-Driven Decision Making
10 15 (9.43%) Decision-Making
10 15 (9.43%) Deployment Automation
11 7 (4.40%) Market Making
11 7 (4.40%) Migration
11 7 (4.40%) Refactoring
12 3 (1.89%) Computer Science
Programming Languages
1 137 (86.16%) Java
2 133 (83.65%) SQL
3 131 (82.39%) Python
4 15 (9.43%) TypeScript
5 3 (1.89%) Go
5 3 (1.89%) JavaScript
6 2 (1.26%) R
Qualifications
1 3 (1.89%) Computer Science Degree
1 3 (1.89%) Degree
2 1 (0.63%) CFA
Quality Assurance & Compliance
1 48 (30.19%) QA
System Software
1 14 (8.81%) Docker
Systems Management
1 15 (9.43%) Terraform
Vendors
1 69 (43.40%) Oracle
2 68 (42.77%) Sybase
3 1 (0.63%) Bloomberg
3 1 (0.63%) Reuters
3 1 (0.63%) TIBCO