Period
to 9 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 6 months to 9 December 2018 with a comparison to the same period in the previous 2 years.

Data Management
East of England > Cambridgeshire
6 months to
9 Dec 2018
Same period 2017 Same period 2016
Rank 130 178 144
Rank change year-on-year +48 -34 -17
Permanent jobs citing Data Management 46 35 41
As % of all permanent IT jobs advertised in Cambridgeshire 1.51% 0.82% 1.19%
As % of the Processes & Methodologies category 1.65% 0.88% 1.32%
Number of salaries quoted 26 28 35
Cambridgeshire median annual salary £58,000 £67,500 £37,500
Median salary % change year-on-year -14.07% +80.00% -6.25%
10th Percentile £36,750 £29,438 £32,680
90th Percentile £86,250 £75,000 £120,500
East of England median annual salary £60,000 £50,000 £45,500
% change year-on-year +20.00% +9.89% +1.11%

Data Management is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cambridgeshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 2,794 4,000 3,102
As % of all permanent IT jobs advertised in Cambridgeshire 91.73% 93.76% 89.81%
Number of salaries quoted 2,011 3,037 2,554
Cambridgeshire median annual salary £48,000 £47,500 £45,000
Median salary % change year-on-year +1.05% +5.56% +2.27%
10th Percentile £28,250 £27,500 £26,250
90th Percentile £72,500 £70,000 £66,250
East of England median annual salary £47,500 £47,500 £45,000
% change year-on-year - +5.56% -

Data Management
Job Vacancy Trend in Cambridgeshire

Job postings citing Data Management as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Data Management in Cambridgeshire

Data Management
Salary Trend in Cambridgeshire

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

Salary trend for Data Management in Cambridgeshire

Data Management
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Data Management in Cambridgeshire over the 6 months to 9 December 2018.

Salary histogram for Data Management in Cambridgeshire

Data Management
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Cambridgeshire region over the 6 months to 9 December 2018. 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
Cambridge +42 23 £70,000 +3.70% 12
Peterborough -17 15 £38,500 - 5
Data Management
East of England

For the 6 months to 9 December 2018, IT jobs citing Data Management 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 Cambridgeshire region with a requirement for Data Management.

1 22 (47.83%) SQL
2 20 (43.48%) SQL Server
2 20 (43.48%) Relational Database
3 18 (39.13%) SQL Server Integration Services
4 17 (36.96%) Analytical Skills
5 15 (32.61%) Agile Software Development
6 13 (28.26%) Data Modelling
7 11 (23.91%) RDBMS
7 11 (23.91%) Microsoft
8 10 (21.74%) Java
8 10 (21.74%) Python
8 10 (21.74%) Microsoft Azure
8 10 (21.74%) Analytics
9 9 (19.57%) Data Structures
10 8 (17.39%) Data Governance
10 8 (17.39%) SQL Server Reporting Services
10 8 (17.39%) ETL
11 7 (15.22%) PRINCE2
11 7 (15.22%) Data Security
11 7 (15.22%) QA
11 7 (15.22%) SQL Server Analysis Services
11 7 (15.22%) Apache Spark
11 7 (15.22%) Data Science
12 6 (13.04%) Dynamics AX
12 6 (13.04%) Amazon AWS
12 6 (13.04%) Hadoop
12 6 (13.04%) Test Automation
12 6 (13.04%) ERP
13 5 (10.87%) Business Intelligence
13 5 (10.87%) CA

Data Management
Co-occurring IT Skills in Cambridgeshire 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 7 (15.22%) Apache Spark
2 3 (6.52%) SAS
3 1 (2.17%) Apache
Applications
1 2 (4.35%) Microsoft Office
2 1 (2.17%) Microsoft Excel
Business Applications
1 6 (13.04%) Dynamics AX
2 4 (8.70%) NetSuite
3 3 (6.52%) SAP MDG
Cloud Services
1 10 (21.74%) Microsoft Azure
2 6 (13.04%) Amazon AWS
3 1 (2.17%) Google Cloud Platform
Communications & Networking
1 2 (4.35%) SMS
Database & Business Intelligence
1 20 (43.48%) Relational Database
1 20 (43.48%) SQL Server
2 18 (39.13%) SQL Server Integration Services
3 11 (23.91%) RDBMS
4 8 (17.39%) SQL Server Reporting Services
5 7 (15.22%) SQL Server Analysis Services
6 6 (13.04%) Hadoop
7 5 (10.87%) Apache Hive
7 5 (10.87%) Sqoop
8 4 (8.70%) Data Warehouse
8 4 (8.70%) Power BI
8 4 (8.70%) SQL Server 2012
8 4 (8.70%) SQL Server 2016
9 3 (6.52%) Microsoft Analysis Services
9 3 (6.52%) SAP Data Services
9 3 (6.52%) SQL Server 2008
10 2 (4.35%) Base SAS
10 2 (4.35%) NoSQL
10 2 (4.35%) SQLite
11 1 (2.17%) QlikView
Development Applications
1 2 (4.35%) Git (software)
1 2 (4.35%) Gradle
1 2 (4.35%) Jenkins
1 2 (4.35%) Maven
General
1 5 (10.87%) Retail
2 3 (6.52%) Pharmaceutical
3 1 (2.17%) Advertising
3 1 (2.17%) Finance
3 1 (2.17%) Marketing
Job Titles
1 25 (54.35%) Developer
2 12 (26.09%) Database Developer
3 5 (10.87%) Hadoop Developer
3 5 (10.87%) Principal Developer
4 4 (8.70%) Business Developer
4 4 (8.70%) Business Intelligence Developer
4 4 (8.70%) Data Engineer
4 4 (8.70%) Software Engineer
5 3 (6.52%) Architect
5 3 (6.52%) Java Engineer
5 3 (6.52%) Java Software Engineer
5 3 (6.52%) Lead Developer
5 3 (6.52%) Lead Software Engineer
5 3 (6.52%) Python Developer
5 3 (6.52%) Python Team Leader
5 3 (6.52%) SAP Architect
5 3 (6.52%) Team Leader
6 2 (4.35%) SAP Solutions Architect
6 2 (4.35%) Software Manager
6 2 (4.35%) Software Release Manager
Libraries, Frameworks & Software Standards
1 5 (10.87%) Kafka
2 1 (2.17%) .NET
2 1 (2.17%) .NET Framework
2 1 (2.17%) CSS
2 1 (2.17%) EDI
2 1 (2.17%) Ehcache
2 1 (2.17%) Keras
2 1 (2.17%) NumPy
2 1 (2.17%) Pandas
2 1 (2.17%) scikit-learn
2 1 (2.17%) SciPy
2 1 (2.17%) Web Services
Miscellaneous
1 17 (36.96%) Analytical Skills
2 9 (19.57%) Data Structures
3 4 (8.70%) Life Science
4 3 (6.52%) Algorithms
4 3 (6.52%) Enterprise Software
4 3 (6.52%) Reference Data
4 3 (6.52%) Virtual Team
5 1 (2.17%) Biotechnology
Operating Systems
1 4 (8.70%) Windows
2 2 (4.35%) Linux
Processes & Methodologies
1 15 (32.61%) Agile Software Development
2 13 (28.26%) Data Modelling
3 10 (21.74%) Analytics
4 8 (17.39%) Data Governance
4 8 (17.39%) ETL
5 7 (15.22%) Data Science
5 7 (15.22%) Data Security
5 7 (15.22%) PRINCE2
6 6 (13.04%) ERP
6 6 (13.04%) Test Automation
7 5 (10.87%) Artificial Intelligence
7 5 (10.87%) Business Intelligence
7 5 (10.87%) Computer Science
7 5 (10.87%) Concurrent Programming
7 5 (10.87%) Machine Learning
7 5 (10.87%) MapReduce
7 5 (10.87%) Multithreading
7 5 (10.87%) Waterfall
8 4 (8.70%) Data Integration
8 4 (8.70%) Software Engineering
Programming Languages
1 22 (47.83%) SQL
2 10 (21.74%) Java
2 10 (21.74%) Python
3 5 (10.87%) Bash Shell
3 5 (10.87%) R
3 5 (10.87%) Scala
4 4 (8.70%) T-SQL
5 1 (2.17%) C#
5 1 (2.17%) JavaScript
Qualifications
1 4 (8.70%) Microsoft Certification
2 3 (6.52%) Degree
3 2 (4.35%) PhD
Quality Assurance & Compliance
1 7 (15.22%) QA
System Software
1 5 (10.87%) HDFS
Systems Management
1 5 (10.87%) Oozie
Vendors
1 11 (23.91%) Microsoft
2 5 (10.87%) CA
2 5 (10.87%) Hortonworks
3 4 (8.70%) JD Edwards
4 3 (6.52%) SAP
5 1 (2.17%) Salesforce.com
5 1 (2.17%) Terracotta