Period
to 30 November 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 30 November 2021 with a comparison to the same period over the previous 2 years.

Pricing Data
UK
6 months to
30 Nov 2021
Same period 2020 Same period 2019
Rank 900 720 996
Rank change year-on-year -180 +276 +151
Permanent jobs citing Pricing Data 172 7 78
As % of all permanent jobs advertised in the UK 0.13% 0.013% 0.058%
As % of the Miscellaneous category 0.33% 0.037% 0.16%
Number of salaries quoted 155 7 77
10th Percentile " £54,000 "
25th Percentile £87,500 £62,500 £81,250
Median annual salary (50th Percentile) £95,000 £75,000 £90,000
Median % change year-on-year +26.67% -16.67% +115.57%
75th Percentile £132,500 £100,000 £122,500
90th Percentile " " "
UK excluding London median annual salary - £42,500 -

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 52,356 19,062 47,518
As % of all permanent IT jobs advertised in the UK 40.54% 34.85% 35.35%
Number of salaries quoted 31,820 15,843 36,804
10th Percentile £32,500 £32,750 £30,000
25th Percentile £43,750 £42,500 £38,250
Median annual salary (50th Percentile) £60,000 £57,500 £55,000
Median % change year-on-year +4.35% +4.55% +4.76%
75th Percentile £82,500 £77,500 £73,750
90th Percentile £100,000 £97,500 £92,500
UK excluding London median annual salary £50,000 £48,250 £45,000
% change year-on-year +3.63% +7.22% -

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 30 November 2021.

Salary histogram for Pricing Data in the UK

Pricing Data
Top 7 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 30 November 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 -155 165 £110,000 +46.67% 8
London -88 160 £110,000 +25.71% 4
Work from Home -246 7 £60,000 -20.00% 1
UK excluding London -222 5 - - 4
South East -127 4 - - 2
North West - 1 - -
North of England - 1 - -

For the 6 months to 30 November 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.

1 162 (94.19%) Finance
2 148 (86.05%) Web Services
3 147 (85.47%) Python
4 146 (84.88%) Agile Software Development
5 145 (84.30%) Software Engineering
5 145 (84.30%) SQL
6 141 (81.98%) Java
7 139 (80.81%) Banking
8 137 (79.65%) Artificial Intelligence
8 137 (79.65%) Test Automation
9 133 (77.33%) Investment Management
9 133 (77.33%) Amazon EC2
9 133 (77.33%) AWS
9 133 (77.33%) Hedge funds
9 133 (77.33%) Asset Management
9 133 (77.33%) Data Management
9 133 (77.33%) Enterprise Data Management
9 133 (77.33%) Microservices
9 133 (77.33%) AWS Lambda
9 133 (77.33%) gRPC
9 133 (77.33%) Amazon Aurora
9 133 (77.33%) Serverless
9 133 (77.33%) Amazon Athena
9 133 (77.33%) Amazon ECS
9 133 (77.33%) Project Delivery
10 128 (74.42%) Data Science
11 125 (72.67%) QA
12 40 (23.26%) Kafka
12 40 (23.26%) Data Analytics
12 40 (23.26%) Analytics

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 (1.74%) Elasticsearch
2 1 (0.58%) WebLogic
Applications
1 1 (0.58%) Microsoft Excel
1 1 (0.58%) Microsoft Office
Cloud Services
1 133 (77.33%) Amazon EC2
1 133 (77.33%) Amazon ECS
1 133 (77.33%) AWS
1 133 (77.33%) AWS Lambda
1 133 (77.33%) Serverless
2 12 (6.98%) Twilio
3 8 (4.65%) Azure
3 8 (4.65%) IaaS
3 8 (4.65%) PaaS
Communications & Networking
1 8 (4.65%) Internet
Database & Business Intelligence
1 133 (77.33%) Amazon Athena
1 133 (77.33%) Amazon Aurora
2 12 (6.98%) MongoDB
3 7 (4.07%) Azure SQL Database
3 7 (4.07%) SQL Server
4 3 (1.74%) Blockchain
4 3 (1.74%) Redis
4 3 (1.74%) Tick Data
5 2 (1.16%) NoSQL
Development Applications
1 12 (6.98%) CircleCI
1 12 (6.98%) Cypress.io
2 3 (1.74%) Git (software)
General
1 162 (94.19%) Finance
2 139 (80.81%) Banking
3 13 (7.56%) Analytical Skills
4 12 (6.98%) Telecoms
5 8 (4.65%) Front Office
6 7 (4.07%) Marketing
7 4 (2.33%) Games
7 4 (2.33%) Presentation Skills
7 4 (2.33%) Retail
7 4 (2.33%) Social Skills
8 1 (0.58%) Organisational Skills
Job Titles
1 133 (77.33%) AWS Engineer
1 133 (77.33%) AWS Software Engineer
1 133 (77.33%) Software Engineer
2 112 (65.12%) Developer
3 93 (54.07%) AWS Developer
3 93 (54.07%) Developer/Software Engineer
4 69 (40.12%) Python Engineer
4 69 (40.12%) Python Software Engineer
5 64 (37.21%) Java Engineer
5 64 (37.21%) Java Software Engineer
6 57 (33.14%) Python Developer
7 52 (30.23%) Java Developer
8 44 (25.58%) Java Software Developer
9 40 (23.26%) Data Engineer
10 20 (11.63%) Lead Software Engineer
11 8 (4.65%) Front Office Developer
11 8 (4.65%) Java Pricing Developer
11 8 (4.65%) Pricing Developer
12 4 (2.33%) Full Stack Developer
12 4 (2.33%) Pricing Data Analyst
Libraries, Frameworks & Software Standards
1 148 (86.05%) Web Services
2 133 (77.33%) gRPC
3 40 (23.26%) Kafka
4 22 (12.79%) J2EE
5 15 (8.72%) Node.js
6 12 (6.98%) AngularJS
6 12 (6.98%) Jest
6 12 (6.98%) TensorFlow
7 8 (4.65%) Django
7 8 (4.65%) JWT
7 8 (4.65%) Next.js
7 8 (4.65%) NumPy
7 8 (4.65%) Pandas
7 8 (4.65%) React
8 7 (4.07%) CSS
8 7 (4.07%) HTML
8 7 (4.07%) Spring
8 7 (4.07%) Spring Boot
9 1 (0.58%) Flask
Miscellaneous
1 133 (77.33%) Hedge funds
2 8 (4.65%) Derivative
2 8 (4.65%) Self-Motivation
3 7 (4.07%) Equity Derivative
4 1 (0.58%) Credit Derivative
4 1 (0.58%) Fixed Income
Operating Systems
1 1 (0.58%) Linux
Processes & Methodologies
1 146 (84.88%) Agile Software Development
2 145 (84.30%) Software Engineering
3 137 (79.65%) Artificial Intelligence
3 137 (79.65%) Test Automation
4 133 (77.33%) Asset Management
4 133 (77.33%) Data Management
4 133 (77.33%) Enterprise Data Management
4 133 (77.33%) Investment Management
4 133 (77.33%) Microservices
4 133 (77.33%) Project Delivery
5 128 (74.42%) Data Science
6 40 (23.26%) Analytics
6 40 (23.26%) Data Analytics
7 16 (9.30%) Decision-Making
7 16 (9.30%) Full Stack Development
8 14 (8.14%) Refactoring
9 12 (6.98%) Data-Driven Decision Making
9 12 (6.98%) Deployment Automation
10 8 (4.65%) Acceptance Criteria
10 8 (4.65%) Fintech
Programming Languages
1 147 (85.47%) Python
2 145 (84.30%) SQL
3 141 (81.98%) Java
4 12 (6.98%) TypeScript
5 11 (6.40%) JavaScript
6 7 (4.07%) T-SQL
7 4 (2.33%) C
8 3 (1.74%) Go
8 3 (1.74%) R
Qualifications
1 10 (5.81%) Degree
2 3 (1.74%) Computer Science Degree
2 3 (1.74%) Master's Degree
Quality Assurance & Compliance
1 125 (72.67%) QA
System Software
1 13 (7.56%) Docker
Systems Management
1 12 (6.98%) Terraform
Vendors
1 8 (4.65%) Microsoft
2 1 (0.58%) Oracle