Period
to 7 December 2019

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 7 December 2019 with a comparison to the same period in the previous 2 years.

Big Data
Yorkshire > South Yorkshire
6 months to
7 Dec 2019
Same period 2018 Same period 2017
Rank 71 83 66
Rank change year-on-year +12 -17 +21
Permanent jobs citing Big Data 15 13 24
As % of all permanent IT jobs advertised in South Yorkshire 1.78% 1.14% 2.18%
As % of the Database & Business Intelligence category 6.15% 4.39% 7.12%
Number of salaries quoted 7 10 15
South Yorkshire median annual salary £45,412 £100,000 £50,000
Median salary % change year-on-year -54.59% +100.00% -33.33%
10th Percentile £21,250 £87,750 £37,500
90th Percentile £58,150 £111,000 £60,000
Yorkshire median annual salary £55,000 £52,500 £47,500
% change year-on-year +4.76% +10.53% -9.52%

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 244 296 337
As % of all permanent IT jobs advertised in South Yorkshire 28.88% 25.92% 30.55%
Number of salaries quoted 224 240 278
South Yorkshire median annual salary £40,000 £40,000 £40,000
10th Percentile £25,000 £26,250 £26,250
90th Percentile £59,925 £53,750 £60,000
Yorkshire median annual salary £45,000 £42,500 £42,500
% change year-on-year +5.88% - +6.25%

Big Data
Job Vacancy Trend in South Yorkshire

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

Job vacancy trend for Big Data in South Yorkshire

Big Data
Salary Trend in South Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Big Data in South Yorkshire.

Salary trend for Big Data in South Yorkshire

Big Data
Salary Histogram in South Yorkshire

The salary distribution of IT jobs citing Big Data in South Yorkshire over the 6 months to 7 December 2019.

Salary histogram 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 7 December 2019. 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 +13 13 £52,500 -47.50% 9
Doncaster - 2 £22,500 -
Big Data
Yorkshire

For the 6 months to 7 December 2019, 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 13 (86.67%) Python
2 8 (53.33%) SQL
3 7 (46.67%) Finance
3 7 (46.67%) Analytics
4 6 (40.00%) AWS
4 6 (40.00%) Analytical Skills
4 6 (40.00%) Data Science
5 5 (33.33%) GCP
5 5 (33.33%) Agile Software Development
6 4 (26.67%) Data Warehouse
6 4 (26.67%) Scala
6 4 (26.67%) Hadoop
6 4 (26.67%) Azure
6 4 (26.67%) Data Engineering
6 4 (26.67%) Anti-Money Laundering
6 4 (26.67%) Data Lake
7 3 (20.00%) Creative Problem-Solving
7 3 (20.00%) Digital Transformation Programme
7 3 (20.00%) Problem-Solving
7 3 (20.00%) Qlik Sense
7 3 (20.00%) Docker
7 3 (20.00%) Mentoring
7 3 (20.00%) Coaching
7 3 (20.00%) Jenkins
7 3 (20.00%) Tableau
7 3 (20.00%) Visualisation
7 3 (20.00%) Gerrit
7 3 (20.00%) QlikView
7 3 (20.00%) Git (software)
7 3 (20.00%) SAS

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 3 (20.00%) SAS
2 2 (13.33%) Apache Spark
Cloud Services
1 6 (40.00%) AWS
2 5 (33.33%) GCP
3 4 (26.67%) Azure
4 2 (13.33%) Amazon EMR
5 1 (6.67%) Cloud Computing
Communications & Networking
1 3 (20.00%) TCP/IP
Database & Business Intelligence
1 4 (26.67%) Data Lake
1 4 (26.67%) Data Warehouse
1 4 (26.67%) Hadoop
2 3 (20.00%) Qlik Sense
2 3 (20.00%) QlikView
3 2 (13.33%) Data Mining
3 2 (13.33%) Relational Database
3 2 (13.33%) Sqoop
Development Applications
1 3 (20.00%) Gerrit
1 3 (20.00%) Git (software)
1 3 (20.00%) Jenkins
2 2 (13.33%) ERwin
General
1 7 (46.67%) Finance
2 1 (6.67%) Banking
Job Titles
1 3 (20.00%) Data Scientist
2 2 (13.33%) Analyst
2 2 (13.33%) Business Analyst
2 2 (13.33%) Data Engineer
2 2 (13.33%) Data Modeller
2 2 (13.33%) Developer
2 2 (13.33%) Graduate
2 2 (13.33%) Infrastructure Engineer
2 2 (13.33%) Junior
2 2 (13.33%) Technical Analyst
2 2 (13.33%) Technical Business Analyst
3 1 (6.67%) Analytics Developer
3 1 (6.67%) Architect
3 1 (6.67%) DevOps Engineer
3 1 (6.67%) Python Developer
3 1 (6.67%) Scala Developer
3 1 (6.67%) Senior Architect
3 1 (6.67%) Senior Technical Architect
3 1 (6.67%) Software Developer
3 1 (6.67%) Technical Architect
Libraries, Frameworks & Software Standards
1 2 (13.33%) Kafka
2 1 (6.67%) AngularJS
2 1 (6.67%) Node.js
Miscellaneous
1 6 (40.00%) Analytical Skills
2 1 (6.67%) Enterprise Software
2 1 (6.67%) Public Cloud
Operating Systems
1 3 (20.00%) Linux
Processes & Methodologies
1 7 (46.67%) Analytics
2 6 (40.00%) Data Science
3 5 (33.33%) Agile Software Development
4 4 (26.67%) Anti-Money Laundering
4 4 (26.67%) Data Engineering
5 3 (20.00%) Coaching
5 3 (20.00%) Creative Problem-Solving
5 3 (20.00%) Digital Transformation Programme
5 3 (20.00%) Mentoring
5 3 (20.00%) Problem-Solving
5 3 (20.00%) Visualisation
6 2 (13.33%) Data Architecture
6 2 (13.33%) Deployment Automation
6 2 (13.33%) DevOps
6 2 (13.33%) Dimensional Modelling
6 2 (13.33%) Infrastructure Engineering
6 2 (13.33%) Kimball Methodology
6 2 (13.33%) Machine Learning
6 2 (13.33%) Network Management
6 2 (13.33%) Risk Analytics
Programming Languages
1 13 (86.67%) Python
2 8 (53.33%) SQL
3 4 (26.67%) Scala
4 2 (13.33%) PL/SQL
5 1 (6.67%) JavaScript
5 1 (6.67%) Perl
5 1 (6.67%) PHP
5 1 (6.67%) Ruby
Qualifications
1 2 (13.33%) Degree
2 1 (6.67%) Computer Science Degree
System Software
1 3 (20.00%) Docker
Systems Management
1 2 (13.33%) Ansible
1 2 (13.33%) Kubernetes
1 2 (13.33%) Puppet
Vendors
1 3 (20.00%) Tableau
2 2 (13.33%) Cloudera
2 2 (13.33%) Google
2 2 (13.33%) Informatica
2 2 (13.33%) Oracle