Period
to 15 August 2020

The following table provides summary statistics for permanent job vacancies advertised in South Yorkshire with a requirement for Big Data skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Big Data over the 6 months to 15 August 2020 with a comparison to the same period in the previous 2 years.

Big Data
Yorkshire > South Yorkshire
6 months to
15 Aug 2020
Same period 2019 Same period 2018
Rank 54 88 85
Rank change year-on-year +34 -3 +3
Permanent jobs citing Big Data 13 7 19
As % of all permanent jobs advertised in South Yorkshire 2.39% 0.66% 1.51%
As % of the Database & Business Intelligence category 7.78% 2.02% 4.96%
Number of salaries quoted 12 6 18
Median annual salary £55,000 £54,500 £55,000
Median salary % change year-on-year +0.92% -0.91% +4.76%
10th Percentile £45,000 £45,412 £50,625
90th Percentile £65,000 £69,000 £60,375
Yorkshire median annual salary £55,000 £54,500 £55,000
% change year-on-year +0.92% -0.91% +10.00%

Big Data is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in South Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 167 347 383
As % of all permanent IT jobs advertised in South Yorkshire 30.76% 32.89% 30.37%
Number of salaries quoted 154 320 319
Median annual salary £45,000 £37,500 £40,000
Median salary % change year-on-year +20.00% -6.25% +6.67%
10th Percentile £31,250 £23,750 £26,250
90th Percentile £60,000 £60,500 £57,500
Yorkshire median annual salary £45,000 £42,500 £44,000
% change year-on-year +5.88% -3.41% +7.32%

Big Data
Job Vacancy Trend in South Yorkshire

Job postings citing Big Data as a proportion of all IT jobs advertised in South Yorkshire.

Job vacancy trend for Big Data in South Yorkshire

Big Data
Salary Trend in South Yorkshire

3-month moving average salary quoted in jobs citing Big Data in South Yorkshire.

Salary trend for Big Data in South Yorkshire

Big Data
Job Locations in South Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Big Data within the South Yorkshire region over the 6 months to 15 August 2020. 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
Sheffield +34 11 £55,000 +0.92% 3
Big Data
Yorkshire

For the 6 months to 15 August 2020, IT jobs citing Big 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 across the South Yorkshire region with a requirement for Big Data.

1 10 (76.92%) Java
1 10 (76.92%) Degree
1 10 (76.92%) AWS
2 9 (69.23%) Virtual Team
3 8 (61.54%) C#
3 8 (61.54%) Software Engineering
4 7 (53.85%) Scrum
4 7 (53.85%) Linux
4 7 (53.85%) Enterprise Software
4 7 (53.85%) GCP
4 7 (53.85%) Azure
5 6 (46.15%) Scala
5 6 (46.15%) SQL
6 5 (38.46%) JUnit
6 5 (38.46%) Unix
6 5 (38.46%) Microsoft
6 5 (38.46%) Subversion
6 5 (38.46%) Mentoring
6 5 (38.46%) Redux
6 5 (38.46%) Multithreading
6 5 (38.46%) Groovy
6 5 (38.46%) Git (software)
6 5 (38.46%) Test Automation
6 5 (38.46%) Google
6 5 (38.46%) Computer Science
6 5 (38.46%) Kotlin
6 5 (38.46%) Front End Development
7 4 (30.77%) Python
8 3 (23.08%) JavaScript
8 3 (23.08%) Data Mining

Big Data
Co-occurring IT Skills in South Yorkshire 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 2 (15.38%) Apache
1 2 (15.38%) Apache Spark
Applications
1 2 (15.38%) Microsoft Excel
1 2 (15.38%) Microsoft PowerPoint
1 2 (15.38%) MS Visio
Cloud Services
1 10 (76.92%) AWS
2 7 (53.85%) Azure
2 7 (53.85%) GCP
Database & Business Intelligence
1 3 (23.08%) Data Mining
1 3 (23.08%) NoSQL
2 2 (15.38%) Hadoop
Development Applications
1 5 (38.46%) Git (software)
1 5 (38.46%) JUnit
1 5 (38.46%) Subversion
2 2 (15.38%) Selenium
General
1 3 (23.08%) Finance
2 2 (15.38%) Banking
2 2 (15.38%) Legal
2 2 (15.38%) Private Banking
2 2 (15.38%) Retail Banking
Job Titles
1 5 (38.46%) Developer
1 5 (38.46%) Java Developer
1 5 (38.46%) Senior Developer
1 5 (38.46%) Senior Java Developer
2 3 (23.08%) Analyst
2 3 (23.08%) Business Analyst
2 3 (23.08%) Software Engineer
2 3 (23.08%) Technical Analyst
2 3 (23.08%) Technical Business Analyst
3 2 (15.38%) Risk Analyst
3 2 (15.38%) Risk Business Analyst
3 2 (15.38%) Risk Management Analyst
3 2 (15.38%) Risk Management Business Analyst
Libraries, Frameworks & Software Standards
1 5 (38.46%) Redux
2 3 (23.08%) Node.js
Miscellaneous
1 9 (69.23%) Virtual Team
2 7 (53.85%) Enterprise Software
3 2 (15.38%) Analytical Skills
3 2 (15.38%) Management Information System
3 2 (15.38%) Replication
Operating Systems
1 7 (53.85%) Linux
2 5 (38.46%) Unix
Processes & Methodologies
1 8 (61.54%) Software Engineering
2 7 (53.85%) Scrum
3 5 (38.46%) Computer Science
3 5 (38.46%) Front End Development
3 5 (38.46%) Mentoring
3 5 (38.46%) Multithreading
3 5 (38.46%) Test Automation
4 3 (23.08%) Mathematics
5 2 (15.38%) Agile Software Development
5 2 (15.38%) Analytical Thinking
5 2 (15.38%) Asset Management
5 2 (15.38%) Collaborative Working
5 2 (15.38%) Data Analysis
5 2 (15.38%) Data-Driven Decision Making
5 2 (15.38%) Decision-Making
5 2 (15.38%) Performance Management
5 2 (15.38%) Project Management
5 2 (15.38%) Risk Management
5 2 (15.38%) User Acceptance Testing
5 2 (15.38%) Wealth Management
Programming Languages
1 10 (76.92%) Java
2 8 (61.54%) C#
3 6 (46.15%) Scala
3 6 (46.15%) SQL
4 5 (38.46%) Groovy
4 5 (38.46%) Kotlin
5 4 (30.77%) Python
6 3 (23.08%) JavaScript
Qualifications
1 10 (76.92%) Degree
2 3 (23.08%) Numerate Degree
Quality Assurance & Compliance
1 2 (15.38%) QA
Vendors
1 5 (38.46%) Google
1 5 (38.46%) Microsoft