Period
to 19 August 2019

The following table provides summary statistics for permanent job vacancies advertised in Gloucester 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 19 August 2019 with a comparison to the same period in the previous 2 years.

Big Data
Gloucestershire > Gloucester
6 months to
19 Aug 2019
Same period 2018 Same period 2017
Rank 38 38 49
Rank change year-on-year 0 +11 -12
Permanent jobs citing Big Data 26 13 10
As % of all permanent IT jobs advertised in Gloucester 6.50% 4.92% 2.52%
As % of the Database & Business Intelligence category 21.14% 18.84% 11.11%
Number of salaries quoted 17 8 10
Gloucester median annual salary £54,000 £55,000 £55,000
Median salary % change year-on-year -1.82% - -18.52%
10th Percentile £44,600 £43,750 £36,550
90th Percentile £69,000 £72,625 £63,250
Gloucestershire median annual salary £53,250 £50,000 £48,750
% change year-on-year +6.50% +2.56% -9.72%

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 Gloucester with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Gloucester
Permanent vacancies with a requirement for database or business intelligence skills 123 69 90
As % of all permanent IT jobs advertised in Gloucester 30.75% 26.14% 22.67%
Number of salaries quoted 97 49 76
Gloucester median annual salary £52,000 £47,500 £40,000
Median salary % change year-on-year +9.47% +18.75% -6.98%
10th Percentile £32,500 £25,000 £32,500
90th Percentile £64,600 £65,000 £62,500
Gloucestershire median annual salary £50,000 £45,500 £42,500
% change year-on-year +9.89% +7.06% -5.56%

Big Data
Job Vacancy Trend in Gloucester

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

Job vacancy trend for Big Data in Gloucester

Big Data
Salary Trend in Gloucester

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

Salary trend for Big Data in Gloucester

Big Data
Salary Histogram in Gloucester

The salary distribution of IT jobs citing Big Data in Gloucester over the 6 months to 19 August 2019.

Salary histogram for Big Data in Gloucester

For the 6 months to 19 August 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 Gloucester region with a requirement for Big Data.

1 25 (96.15%) Software Engineering
1 25 (96.15%) Security Cleared
2 24 (92.31%) DV Cleared
3 22 (84.62%) Machine Learning
3 22 (84.62%) Neural Network
3 22 (84.62%) Data Cleansing
3 22 (84.62%) SC Cleared
3 22 (84.62%) Deep Learning
3 22 (84.62%) Data Science
4 21 (80.77%) Software Delivery
4 21 (80.77%) Degree
4 21 (80.77%) Mathematics
4 21 (80.77%) Physics
4 21 (80.77%) Computer Science
5 18 (69.23%) Technical Leadership
6 17 (65.38%) Mentoring
6 17 (65.38%) Continuous Improvement
7 12 (46.15%) Analytics
8 11 (42.31%) Data Analytics
9 10 (38.46%) Data Visualisation
9 10 (38.46%) Open Source
9 10 (38.46%) Visualisation
10 8 (30.77%) C
11 5 (19.23%) SAP
11 5 (19.23%) Electronics
11 5 (19.23%) Telecoms
11 5 (19.23%) Finance
11 5 (19.23%) Manufacturing
11 5 (19.23%) Programme Management
11 5 (19.23%) Business Intelligence

Big Data
Co-occurring IT Skills in Gloucester 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 (11.54%) Apache Spark
2 2 (7.69%) Elasticsearch
2 2 (7.69%) JBoss
2 2 (7.69%) WebLogic
2 2 (7.69%) WebSphere
Cloud Services
1 1 (3.85%) Amazon AWS
Database & Business Intelligence
1 3 (11.54%) Hadoop
2 2 (7.69%) Apache Hive
2 2 (7.69%) MongoDB
2 2 (7.69%) MySQL
2 2 (7.69%) OrientDB
General
1 5 (19.23%) Electronics
1 5 (19.23%) Finance
1 5 (19.23%) Manufacturing
1 5 (19.23%) Marketing
1 5 (19.23%) Public Sector
1 5 (19.23%) Telecoms
Job Titles
1 19 (73.08%) Software Engineer
2 17 (65.38%) Data Engineer
3 11 (42.31%) Data Science Engineer
4 8 (30.77%) Data Scientist
5 5 (19.23%) Cloud Engineer
5 5 (19.23%) Cloud Software Engineer
5 5 (19.23%) Developer
5 5 (19.23%) Machine Learning Engineer
5 5 (19.23%) Machine Learning Scientist
5 5 (19.23%) Software Developer
6 3 (11.54%) Developer/Software Engineer
6 3 (11.54%) Java Developer
6 3 (11.54%) Java Engineer
6 3 (11.54%) Java Software Developer
6 3 (11.54%) Java Software Engineer
7 2 (7.69%) Data Science Developer
7 2 (7.69%) DV Cleared Java Developer
7 2 (7.69%) DV Cleared Software Engineer
8 1 (3.85%) Python Engineer
8 1 (3.85%) Python Software Engineer
Libraries, Frameworks & Software Standards
1 3 (11.54%) Web Services
2 2 (7.69%) Java EE
3 1 (3.85%) CSS
3 1 (3.85%) CSS3
3 1 (3.85%) Django
3 1 (3.85%) HTML
3 1 (3.85%) HTML5
3 1 (3.85%) PySpark
Operating Systems
1 2 (7.69%) Linux
1 2 (7.69%) Unix
Processes & Methodologies
1 25 (96.15%) Software Engineering
2 22 (84.62%) Data Cleansing
2 22 (84.62%) Data Science
2 22 (84.62%) Deep Learning
2 22 (84.62%) Machine Learning
2 22 (84.62%) Neural Network
3 21 (80.77%) Computer Science
3 21 (80.77%) Mathematics
3 21 (80.77%) Physics
3 21 (80.77%) Software Delivery
4 18 (69.23%) Technical Leadership
5 17 (65.38%) Continuous Improvement
5 17 (65.38%) Mentoring
6 12 (46.15%) Analytics
7 11 (42.31%) Data Analytics
8 10 (38.46%) Data Visualisation
8 10 (38.46%) Open Source
8 10 (38.46%) Visualisation
9 5 (19.23%) Business Intelligence
9 5 (19.23%) Digital Marketing
Programming Languages
1 8 (30.77%) C
2 4 (15.38%) Python
2 4 (15.38%) SQL
3 3 (11.54%) C#
3 3 (11.54%) C++
3 3 (11.54%) Java
3 3 (11.54%) JavaScript
4 1 (3.85%) R
Qualifications
1 25 (96.15%) Security Cleared
2 24 (92.31%) DV Cleared
3 22 (84.62%) SC Cleared
4 21 (80.77%) Degree
Vendors
1 5 (19.23%) SAP
2 2 (7.69%) Oracle