Period
to 6 August 2020

The following table provides summary statistics for permanent job vacancies advertised in West 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 6 August 2020 with a comparison to the same period in the previous 2 years.

Big Data
Yorkshire > West Yorkshire
6 months to
6 Aug 2020
Same period 2019 Same period 2018
Rank 122 148 172
Rank change year-on-year +26 +24 +6
Permanent jobs citing Big Data 19 67 86
As % of all permanent jobs advertised in West Yorkshire 0.87% 1.51% 1.36%
As % of the Database & Business Intelligence category 3.45% 5.62% 5.26%
Number of salaries quoted 19 68 73
Median annual salary £64,000 £54,000 £55,000
Median salary % change year-on-year +18.52% -1.82% +10.00%
10th Percentile £45,000 £36,250 £35,000
90th Percentile £77,000 £95,000 £75,000
Yorkshire median annual salary £55,000 £53,500 £55,000
% change year-on-year +2.80% -2.73% +10.00%

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 West Yorkshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
West Yorkshire
Permanent vacancies with a requirement for database or business intelligence skills 550 1,192 1,634
As % of all permanent IT jobs advertised in West Yorkshire 25.14% 26.79% 25.90%
Number of salaries quoted 469 1,048 1,374
Median annual salary £45,000 £45,000 £45,000
10th Percentile £30,000 £31,250 £30,000
90th Percentile £67,750 £61,400 £62,500
Yorkshire median annual salary £45,000 £42,500 £44,000
% change year-on-year +5.88% -3.41% +10.00%

Big Data
Job Vacancy Trend in West Yorkshire

Job postings citing Big Data as a proportion of all IT jobs advertised in West Yorkshire.

Job vacancy trend for Big Data in West Yorkshire

Big Data
Salary Trend in West Yorkshire

3-month moving average salary quoted in jobs citing Big Data in West Yorkshire.

Salary trend for Big Data in West Yorkshire

Big Data
Salary Histogram in West Yorkshire

Salary distribution for jobs citing Big Data in West Yorkshire over the 6 months to 6 August 2020.

Salary histogram for Big Data in West Yorkshire

Big Data
Job Locations in West 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 West Yorkshire region over the 6 months to 6 August 2020. 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
Leeds -2 11 £63,750 +8.72% 3
Wakefield +24 3 £47,500 +25.00%
Halifax - 1 - -
Big Data
Yorkshire

For the 6 months to 6 August 2020, 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 West Yorkshire region with a requirement for Big Data.

1 9 (47.37%) AWS
2 7 (36.84%) Business Intelligence
3 6 (31.58%) SQL
3 6 (31.58%) ETL
4 5 (26.32%) Agile Software Development
5 4 (21.05%) Python
5 4 (21.05%) Project Management
5 4 (21.05%) Software Delivery
6 3 (15.79%) Opscode Chef
6 3 (15.79%) Terraform
6 3 (15.79%) Contract Management
6 3 (15.79%) IT Strategy
6 3 (15.79%) Decision-Making
6 3 (15.79%) Data Science
6 3 (15.79%) Public Sector
6 3 (15.79%) Apache Hive
6 3 (15.79%) Machine Learning
6 3 (15.79%) DevOps
6 3 (15.79%) Service Delivery
6 3 (15.79%) NHS
6 3 (15.79%) Linux
6 3 (15.79%) Data Modelling
6 3 (15.79%) Migration
6 3 (15.79%) Business Analysis
6 3 (15.79%) Local Government
6 3 (15.79%) Enterprise Architecture
6 3 (15.79%) Data Integration
6 3 (15.79%) Hadoop
7 2 (10.53%) Azure
7 2 (10.53%) Mathematics

Big Data
Co-occurring IT Skills in West 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 1 (5.26%) SAS
Cloud Services
1 9 (47.37%) AWS
2 2 (10.53%) Amazon Kinesis
2 2 (10.53%) Azure
2 2 (10.53%) GCP
2 2 (10.53%) IaaS
3 1 (5.26%) Amazon ECS
3 1 (5.26%) Cloud Computing
3 1 (5.26%) PaaS
3 1 (5.26%) SaaS
Database & Business Intelligence
1 3 (15.79%) Apache Hive
1 3 (15.79%) Hadoop
2 2 (10.53%) Data Warehouse
2 2 (10.53%) MySQL
2 2 (10.53%) NoSQL
2 2 (10.53%) SQL Server
3 1 (5.26%) Data Lake
3 1 (5.26%) PostgreSQL
3 1 (5.26%) QlikView
3 1 (5.26%) Relational Database
3 1 (5.26%) SQL Server Analysis Services
3 1 (5.26%) SQL Server Integration Services
3 1 (5.26%) SQL Server Reporting Services
Development Applications
1 1 (5.26%) Git (software)
General
1 3 (15.79%) Local Government
1 3 (15.79%) Public Sector
2 2 (10.53%) Marketing
3 1 (5.26%) Finance
Job Titles
1 6 (31.58%) Architect
1 6 (31.58%) Data Architect
2 3 (15.79%) Architecture Manager
2 3 (15.79%) Strategy Manager
3 2 (10.53%) AWS Architect
3 2 (10.53%) AWS DevOps
3 2 (10.53%) AWS DevOps Engineer
3 2 (10.53%) AWS Engineer
3 2 (10.53%) Data Engineer
3 2 (10.53%) DevOps Engineer
3 2 (10.53%) ETL Architect
3 2 (10.53%) Hadoop Engineer
3 2 (10.53%) Solutions Architect
4 1 (5.26%) Big Data Engineer
4 1 (5.26%) Data Migration Architect
4 1 (5.26%) Head of Analytics
4 1 (5.26%) Head of Data Analytics
4 1 (5.26%) Kubernetes Engineer
4 1 (5.26%) Migration Architect
4 1 (5.26%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 2 (10.53%) Kafka
2 1 (5.26%) Middleware
2 1 (5.26%) Node.js
Miscellaneous
1 3 (15.79%) NHS
2 2 (10.53%) Enterprise Software
3 1 (5.26%) Algorithms
3 1 (5.26%) Credit Risk
3 1 (5.26%) Data Centre
3 1 (5.26%) Mainframe
3 1 (5.26%) Virtual Team
Operating Systems
1 3 (15.79%) Linux
2 1 (5.26%) Windows
Processes & Methodologies
1 7 (36.84%) Business Intelligence
2 6 (31.58%) ETL
3 5 (26.32%) Agile Software Development
4 4 (21.05%) Project Management
4 4 (21.05%) Software Delivery
5 3 (15.79%) Business Analysis
5 3 (15.79%) Contract Management
5 3 (15.79%) Data Integration
5 3 (15.79%) Data Modelling
5 3 (15.79%) Data Science
5 3 (15.79%) Decision-Making
5 3 (15.79%) DevOps
5 3 (15.79%) Enterprise Architecture
5 3 (15.79%) IT Strategy
5 3 (15.79%) Machine Learning
5 3 (15.79%) Migration
5 3 (15.79%) Service Delivery
6 2 (10.53%) Continuous Integration
6 2 (10.53%) Data Migration
6 2 (10.53%) Mathematics
Programming Languages
1 6 (31.58%) SQL
2 4 (21.05%) Python
3 2 (10.53%) Java
4 1 (5.26%) C#
4 1 (5.26%) JavaScript
4 1 (5.26%) MATLAB
4 1 (5.26%) PL/SQL
4 1 (5.26%) T-SQL
Qualifications
1 1 (5.26%) Degree
1 1 (5.26%) Numerate Degree
Quality Assurance & Compliance
1 1 (5.26%) Data Quality
1 1 (5.26%) SLA
System Software
1 1 (5.26%) Docker
Systems Management
1 3 (15.79%) Opscode Chef
1 3 (15.79%) Terraform
2 2 (10.53%) Kubernetes
Vendors
1 2 (10.53%) Oracle
2 1 (5.26%) Informatica
2 1 (5.26%) Microsoft
2 1 (5.26%) SAP
2 1 (5.26%) Talend