Period
to 14 November 2018

The following table provides summary statistics for permanent job vacancies advertised in Northampton 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 14 November 2018 with a comparison to the same period in the previous 2 years.

Data Architecture
Northamptonshire > Northampton
6 months to
14 Nov 2018
Same period 2017 Same period 2016
Rank 77 - 87
Rank change year-on-year - +87 +19
Permanent jobs citing Data Architecture 12 0 8
As % of all permanent IT jobs advertised in Northampton 1.42% - 0.79%
As % of the Processes & Methodologies category 1.55% - 0.85%
Number of salaries quoted 8 0 1
Northampton median annual salary £90,000 - £60,000
Northamptonshire median annual salary £90,000 £45,000 £60,000
% change year-on-year +100.00% -25.00% +9.09%

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 Northampton with a requirement for process or methodology skills.

All Process and Methodology Skills
Northampton
Permanent vacancies with a requirement for process or methodology skills 775 648 944
As % of all permanent IT jobs advertised in Northampton 91.93% 91.91% 92.91%
Number of salaries quoted 547 470 583
Northampton median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -4.02%
10th Percentile £27,000 £21,250 £25,500
90th Percentile £63,000 £58,750 £62,250
Northamptonshire median annual salary £42,500 £41,000 £40,000
% change year-on-year +3.66% +2.50% -3.61%

Data Architecture
Job Vacancy Trend in Northampton

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

Job vacancy trend for Data Architecture in Northampton

Data Architecture
Salary Trend in Northampton

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

Salary trend for Data Architecture in Northampton

For the 6 months to 14 November 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 Northampton region with a requirement for Data Architecture.

1 9 (75.00%) Data Warehouse
1 9 (75.00%) Hadoop
1 9 (75.00%) Big Data
2 8 (66.67%) Data Modelling
2 8 (66.67%) Agile Software Development
3 7 (58.33%) Google
3 7 (58.33%) SQL
3 7 (58.33%) Amazon AWS
3 7 (58.33%) BigQuery
3 7 (58.33%) Google Cloud Platform
3 7 (58.33%) Master Data Management
4 6 (50.00%) Apache Spark
4 6 (50.00%) Java
5 5 (41.67%) Star Schema
5 5 (41.67%) XML
5 5 (41.67%) Python
5 5 (41.67%) JSON
5 5 (41.67%) Cloudera
5 5 (41.67%) MapR
5 5 (41.67%) Microsoft Azure
5 5 (41.67%) NoSQL
5 5 (41.67%) IBM Cloud
5 5 (41.67%) Monetization
6 4 (33.33%) Data Quality
6 4 (33.33%) Finance
7 3 (25.00%) Business Intelligence
7 3 (25.00%) Analytical Skills
8 2 (16.67%) IT Strategy
8 2 (16.67%) ERP
8 2 (16.67%) Banking

Data Architecture
Co-occurring IT Skills in Northampton 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 6 (50.00%) Apache Spark
2 1 (8.33%) SAS
Cloud Services
1 7 (58.33%) Amazon AWS
1 7 (58.33%) Google Cloud Platform
2 5 (41.67%) IBM Cloud
2 5 (41.67%) Microsoft Azure
Database & Business Intelligence
1 9 (75.00%) Big Data
1 9 (75.00%) Data Warehouse
1 9 (75.00%) Hadoop
2 7 (58.33%) BigQuery
3 5 (41.67%) NoSQL
3 5 (41.67%) Star Schema
4 1 (8.33%) Blockchain
General
1 4 (33.33%) Finance
2 2 (16.67%) Banking
2 2 (16.67%) Retail
3 1 (8.33%) General Ledger
3 1 (8.33%) Law
3 1 (8.33%) Manufacturing
3 1 (8.33%) Telecoms
Job Titles
1 6 (50.00%) Architect
1 6 (50.00%) Data Architect
2 5 (41.67%) Senior Architect
2 5 (41.67%) Senior Data Architect
3 2 (16.67%) Analyst
3 2 (16.67%) Head of Architecture
3 2 (16.67%) Head of Data Architecture
4 1 (8.33%) Big Data Engineer
4 1 (8.33%) Chief Technology Officer
4 1 (8.33%) Data Analyst
4 1 (8.33%) Data Engineer
4 1 (8.33%) Java Engineer
4 1 (8.33%) SAS Analyst
4 1 (8.33%) Senior Analyst
4 1 (8.33%) Senior SAS Analyst
4 1 (8.33%) SQL Analyst
4 1 (8.33%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 5 (41.67%) JSON
1 5 (41.67%) XML
Miscellaneous
1 3 (25.00%) Analytical Skills
2 1 (8.33%) Credit Risk
2 1 (8.33%) Data Centre
2 1 (8.33%) Data Structures
2 1 (8.33%) Enterprise Software
2 1 (8.33%) FMCG
2 1 (8.33%) Management Information System
2 1 (8.33%) Taxonomies
Processes & Methodologies
1 8 (66.67%) Agile Software Development
1 8 (66.67%) Data Modelling
2 7 (58.33%) Master Data Management
3 5 (41.67%) Monetization
4 3 (25.00%) Business Intelligence
5 2 (16.67%) Analytics
5 2 (16.67%) ERP
5 2 (16.67%) IT Strategy
6 1 (8.33%) Cybersecurity
6 1 (8.33%) Data Analysis
6 1 (8.33%) Data Development
6 1 (8.33%) Data Migration
6 1 (8.33%) Data Strategy
6 1 (8.33%) Information Architecture
6 1 (8.33%) Information Exploitation
6 1 (8.33%) Logical Data Model
6 1 (8.33%) Open Source
6 1 (8.33%) Physical Data Model
6 1 (8.33%) Stress Testing
6 1 (8.33%) Use Case
Programming Languages
1 7 (58.33%) SQL
2 6 (50.00%) Java
3 5 (41.67%) Python
4 1 (8.33%) Scala
Quality Assurance & Compliance
1 4 (33.33%) Data Quality
Vendors
1 7 (58.33%) Google
2 5 (41.67%) Cloudera
2 5 (41.67%) MapR
3 1 (8.33%) Teradata