Period
to 15 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Buckinghamshire with a requirement for Data Architecture skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Architecture over the 6 months to 15 December 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
South East > Buckinghamshire
6 months to
15 Dec 2018
Same period 2017 Same period 2016
Rank 139 165 171
Rank change year-on-year +26 +6 +25
Permanent jobs citing Data Architecture 15 11 12
As % of all permanent IT jobs advertised in Buckinghamshire 0.63% 0.39% 0.39%
As % of the Processes & Methodologies category 0.69% 0.43% 0.44%
Number of salaries quoted 13 11 12
Buckinghamshire median annual salary £55,000 £68,500 £65,000
Median salary % change year-on-year -19.71% +5.38% -18.75%
10th Percentile £45,000 £52,500 £59,125
90th Percentile £75,500 £81,250 £71,250
South East median annual salary £70,000 £55,000 £67,500
% change year-on-year +27.27% -18.52% +8.00%

Data Architecture 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 Buckinghamshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Buckinghamshire
Permanent vacancies with a requirement for process or methodology skills 2,168 2,538 2,741
As % of all permanent IT jobs advertised in Buckinghamshire 90.33% 89.46% 88.88%
Number of salaries quoted 1,767 2,009 2,325
Buckinghamshire median annual salary £45,000 £43,500 £42,500
Median salary % change year-on-year +3.45% +2.35% -
10th Percentile £27,000 £24,250 £26,250
90th Percentile £67,500 £63,750 £63,750
South East median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

Data Architecture
Job Vacancy Trend in Buckinghamshire

Job postings citing Data Architecture as a percentage of all IT jobs advertised in Buckinghamshire.

Job vacancy trend for Data Architecture in Buckinghamshire

Data Architecture
Salary Trend in Buckinghamshire

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

Salary trend for Data Architecture in Buckinghamshire

Data Architecture
Salary Histogram in Buckinghamshire

The salary distribution of IT jobs citing Data Architecture in Buckinghamshire over the 6 months to 15 December 2018.

Salary histogram for Data Architecture in Buckinghamshire

Data Architecture
Job Locations in Buckinghamshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Architecture within the Buckinghamshire region over the 6 months to 15 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
Milton Keynes +18 14 £55,000 -29.03% 3
Data Architecture
South East

For the 6 months to 15 December 2018, IT jobs citing Data Architecture 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 Buckinghamshire region with a requirement for Data Architecture.

1 11 (73.33%) Agile Software Development
1 11 (73.33%) Retail
1 11 (73.33%) Hadoop
2 10 (66.67%) Kafka
2 10 (66.67%) Apache Spark
3 9 (60.00%) Metadata Management
3 9 (60.00%) Open Source
4 8 (53.33%) Greenfield Project
4 8 (53.33%) Data Modelling
5 7 (46.67%) Business Intelligence
6 6 (40.00%) ETL
6 6 (40.00%) Data Warehouse
6 6 (40.00%) Big Data
7 5 (33.33%) Decision-Making
8 4 (26.67%) ArchiMate
8 4 (26.67%) MicroStrategy
8 4 (26.67%) DoDAF
8 4 (26.67%) Zachman Framework
8 4 (26.67%) TOGAF
8 4 (26.67%) GAP Analysis
9 3 (20.00%) PowerCenter
9 3 (20.00%) Ab Initio
9 3 (20.00%) PowerDesigner
9 3 (20.00%) ERwin
9 3 (20.00%) Analytics
9 3 (20.00%) NoSQL
9 3 (20.00%) Data Quality
9 3 (20.00%) Talend
9 3 (20.00%) RStudio
9 3 (20.00%) Pentaho

Data Architecture
Co-occurring IT Skills in Buckinghamshire 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 10 (66.67%) Apache Spark
2 1 (6.67%) SAS
Applications
1 2 (13.33%) Microsoft Excel
2 1 (6.67%) Microsoft Office
Database & Business Intelligence
1 11 (73.33%) Hadoop
2 6 (40.00%) Big Data
2 6 (40.00%) Data Warehouse
3 3 (20.00%) NoSQL
3 3 (20.00%) Pentaho
3 3 (20.00%) PowerCenter
4 2 (13.33%) PowerPivot
4 2 (13.33%) SQL Server
4 2 (13.33%) SQL Server Integration Services
5 1 (6.67%) Apache Hive
5 1 (6.67%) Data Lake
Development Applications
1 3 (20.00%) ERwin
1 3 (20.00%) PowerDesigner
1 3 (20.00%) RStudio
General
1 11 (73.33%) Retail
2 1 (6.67%) Finance
Job Titles
1 4 (26.67%) Analyst
2 3 (20.00%) Architect
3 2 (13.33%) Data Analyst
3 2 (13.33%) Data Architect
3 2 (13.33%) Data Modeller
3 2 (13.33%) Database Developer
3 2 (13.33%) Developer
3 2 (13.33%) Metadata Analyst
3 2 (13.33%) SQL Database Developer
3 2 (13.33%) SQL Developer
4 1 (6.67%) Big Data Architect
4 1 (6.67%) Data Manager
4 1 (6.67%) Hadoop Architect
4 1 (6.67%) Hadoop Engineer
4 1 (6.67%) Information Architect
4 1 (6.67%) MicroStrategy Engineer
Libraries, Frameworks & Software Standards
1 10 (66.67%) Kafka
Miscellaneous
1 8 (53.33%) Greenfield Project
2 2 (13.33%) Data Structures
3 1 (6.67%) Analytical Skills
Processes & Methodologies
1 11 (73.33%) Agile Software Development
2 9 (60.00%) Metadata Management
2 9 (60.00%) Open Source
3 8 (53.33%) Data Modelling
4 7 (46.67%) Business Intelligence
5 6 (40.00%) ETL
6 5 (33.33%) Decision-Making
7 4 (26.67%) ArchiMate
7 4 (26.67%) DoDAF
7 4 (26.67%) GAP Analysis
7 4 (26.67%) TOGAF
7 4 (26.67%) Zachman Framework
8 3 (20.00%) Analytics
9 2 (13.33%) Data Governance
9 2 (13.33%) Data Lineage
9 2 (13.33%) Data Management
9 2 (13.33%) Mathematics
9 2 (13.33%) Physical Data Model
9 2 (13.33%) Root Cause Analysis
9 2 (13.33%) Translating Business Requirements
Programming Languages
1 2 (13.33%) SQL
Qualifications
1 1 (6.67%) PMI Certification
1 1 (6.67%) PMP
Quality Assurance & Compliance
1 3 (20.00%) Data Quality
2 1 (6.67%) COBIT
Vendors
1 4 (26.67%) MicroStrategy
2 3 (20.00%) Ab Initio
2 3 (20.00%) Talend
3 1 (6.67%) Netezza