Job Vacancy Trend Salary Trend Salary Histogram Job Locations Skill Sets
Period
to

The following table provides summary statistics for permanent job vacancies advertised in Manchester with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 23 May 2022 with a comparison to the same period in the previous 2 years.

Data Warehousing
North West > Manchester
6 months to
23 May 2022		 Same period 2021 Same period 2020
Rank 99 78 85
Rank change year-on-year -21 +7 +26
Permanent jobs citing Data Warehouse 174 146 131
As % of all permanent jobs advertised in Manchester 3.08% 3.71% 3.22%
As % of the Database & Business Intelligence category 13.73% 14.31% 11.27%
Number of salaries quoted 115 135 112
10th Percentile £37,500 £32,500 £38,200
25th Percentile £41,750 £42,500 £45,000
Median annual salary (50th Percentile) £50,000 £55,000 £55,000
Median % change year-on-year -9.09% - +15.79%
75th Percentile £71,125 £76,250 £66,563
90th Percentile £85,000 £82,500 £80,875
North West median annual salary £51,000 £52,500 £55,000
% change year-on-year -2.86% -4.55% +22.22%

Data Warehouse 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 Manchester with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Manchester
Permanent vacancies with a requirement for database or business intelligence skills 1,267 1,020 1,162
As % of all permanent IT jobs advertised in Manchester 22.39% 25.94% 28.56%
Number of salaries quoted 829 907 949
10th Percentile £36,450 £32,500 £32,500
25th Percentile £41,750 £40,000 £39,121
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - +11.11%
75th Percentile £68,750 £63,750 £60,000
90th Percentile £85,000 £75,100 £71,250
North West median annual salary £52,500 £50,000 £47,500
% change year-on-year +5.00% +5.26% +5.56%

Data Warehouse
Job Vacancy Trend in Manchester

Job postings citing Data Warehouse as a proportion of all IT jobs advertised in Manchester.

Job vacancy trend for Data Warehouse in Manchester

Data Warehouse
Salary Trend in Manchester

3-month moving average salary quoted in jobs citing Data Warehouse in Manchester.

Salary trend for Data Warehouse in Manchester

Data Warehouse
Salary Histogram in Manchester

Salary distribution for jobs citing Data Warehouse in Manchester over the 6 months to 23 May 2022.

Salary histogram for Data Warehouse in Manchester

Data Warehouse
Job Locations in Manchester

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Manchester region over the 6 months to 23 May 2022. 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
Jobs
Cheadle - 7 £48,750 -
Wigan - 2 £39,000 - 1
Altrincham +8 1 - -
Bolton -5 1 £35,000 -6.67%
Salford -21 1 - -
Data Warehouse
North West

For the 6 months to 23 May 2022, IT jobs citing Data Warehouse 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 Manchester region with a requirement for Data Warehouse.

1 99 (56.90%) SQL
2 95 (54.60%) Business Intelligence
3 78 (44.83%) ETL
4 73 (41.95%) Azure
5 72 (41.38%) Data Lake
6 70 (40.23%) Finance
7 66 (37.93%) Analytics
8 62 (35.63%) SQL Server
9 59 (33.91%) Python
9 59 (33.91%) Data Modelling
10 56 (32.18%) Power Platform
11 55 (31.61%) Power BI
12 53 (30.46%) Visualisation
13 51 (29.31%) AWS
14 47 (27.01%) Agile
15 46 (26.44%) Data Pipeline
16 44 (25.29%) Social Skills
17 42 (24.14%) Analytical Skills
17 42 (24.14%) Microsoft
18 40 (22.99%) Snowflake
19 39 (22.41%) Problem-Solving
20 37 (21.26%) SQL Server Reporting Services
21 36 (20.69%) Data Architecture
22 33 (18.97%) Data Management
23 32 (18.39%) T-SQL
24 31 (17.82%) SQL Server Integration Services
25 30 (17.24%) Big Data
25 30 (17.24%) Migration
26 29 (16.67%) Data Visualisation
27 26 (14.94%) Data Quality

Data Warehouse
Co-occurring IT Skills in Manchester 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 25 (14.37%) Apache Spark
2 13 (7.47%) Oracle Workflow
3 11 (6.32%) Apache
4 7 (4.02%) Elasticsearch
4 7 (4.02%) SAS
5 4 (2.30%) IIS
6 3 (1.72%) Apache Airflow
6 3 (1.72%) DataSynapse
7 1 (0.57%) CMS
7 1 (0.57%) Confluence
7 1 (0.57%) SharePoint
7 1 (0.57%) SharePoint 2013
Applications
1 6 (3.45%) Microsoft Excel
Business Applications
1 4 (2.30%) ResourceLink
2 2 (1.15%) Elite 3E
Cloud Services
1 73 (41.95%) Azure
2 56 (32.18%) Power Platform
3 51 (29.31%) AWS
4 40 (22.99%) Snowflake
5 21 (12.07%) Azure Data Factory
5 21 (12.07%) GCP
6 17 (9.77%) Azure Cosmos DB
7 10 (5.75%) AWS CloudFormation
8 9 (5.17%) Azure Synapse Analytics
9 8 (4.60%) Matillion
9 8 (4.60%) SaaS
10 6 (3.45%) Cloud Computing
11 5 (2.87%) dbt
12 4 (2.30%) Fivetran
12 4 (2.30%) Serverless
13 2 (1.15%) AWS Lambda
13 2 (1.15%) Azure Data Lake Analytics
13 2 (1.15%) Azure Functions
13 2 (1.15%) PaaS
13 2 (1.15%) Power Automate
Communications & Networking
1 6 (3.45%) Internet
2 5 (2.87%) ATM
3 4 (2.30%) Network Security
4 3 (1.72%) Firewall
4 3 (1.72%) HTTP
5 1 (0.57%) Kerberos
Database & Business Intelligence
1 72 (41.38%) Data Lake
2 62 (35.63%) SQL Server
3 55 (31.61%) Power BI
4 37 (21.26%) SQL Server Reporting Services
5 31 (17.82%) SQL Server Integration Services
6 30 (17.24%) Big Data
7 26 (14.94%) Hadoop
8 25 (14.37%) NoSQL
9 24 (13.79%) SQL Server Analysis Services
10 22 (12.64%) QlikView
11 20 (11.49%) Qlik Sense
12 18 (10.34%) MySQL
12 18 (10.34%) Relational Database
13 17 (9.77%) BusinessObjects
13 17 (9.77%) Tableau
14 11 (6.32%) Data Mart
14 11 (6.32%) Semantic Layer
14 11 (6.32%) Star Schema
15 10 (5.75%) PowerCenter
15 10 (5.75%) Snowflake Schema
Development Applications
1 5 (2.87%) Git (software)
1 5 (2.87%) GitLab
2 3 (1.72%) ERwin
3 2 (1.15%) Team Foundation Server
4 1 (0.57%) JIRA
General
1 70 (40.23%) Finance
2 44 (25.29%) Social Skills
3 42 (24.14%) Analytical Skills
4 26 (14.94%) Public Sector
5 20 (11.49%) Legal
5 20 (11.49%) Telecoms
6 17 (9.77%) Marketing
7 15 (8.62%) Banking
8 14 (8.05%) Electronics
8 14 (8.05%) Manufacturing
8 14 (8.05%) Retail
9 13 (7.47%) Law
10 5 (2.87%) Inclusion and Diversity
10 5 (2.87%) Influencing Skills
11 3 (1.72%) Advertising
11 3 (1.72%) Back Office
12 2 (1.15%) Presentation Skills
12 2 (1.15%) Publishing
13 1 (0.57%) Automotive
13 1 (0.57%) Tech for Good
Job Titles
1 51 (29.31%) Data Engineer
2 36 (20.69%) Architect
3 33 (18.97%) Developer
4 28 (16.09%) Business Intelligence Developer
5 21 (12.07%) Data Architect
6 18 (10.34%) Consultant
7 13 (7.47%) Analyst
8 9 (5.17%) Associate Engineer
8 9 (5.17%) Big Data Engineer
8 9 (5.17%) Business Intelligence Consultant
8 9 (5.17%) Solutions Architect
9 8 (4.60%) DBA
9 8 (4.60%) SQL Analyst
9 8 (4.60%) SQL Developer
10 7 (4.02%) Data Consultant
11 6 (3.45%) Change Consultant
11 6 (3.45%) Chief Architect
11 6 (3.45%) SAP BusinessObjects (BO) Consultant
11 6 (3.45%) SQL BI Developer
11 6 (3.45%) SQL DBA
Libraries, Frameworks & Software Standards
1 13 (7.47%) Web Services
2 7 (4.02%) Middleware
3 4 (2.30%) JSON
4 3 (1.72%) .NET
4 3 (1.72%) Kafka
5 2 (1.15%) Apache Beam
6 1 (0.57%) .NET Core
6 1 (0.57%) AngularJS
6 1 (0.57%) ASP.NET
6 1 (0.57%) ASP.NET Core
6 1 (0.57%) CSS
6 1 (0.57%) HTML
6 1 (0.57%) ODBC
6 1 (0.57%) Ruby on Rails
6 1 (0.57%) Twitter Bootstrap
6 1 (0.57%) Velocity
6 1 (0.57%) XML
Miscellaneous
1 10 (5.75%) Greenfield Project
2 8 (4.60%) Data Structures
3 7 (4.02%) Public Cloud
3 7 (4.02%) Self-Motivation
4 5 (2.87%) IoT
4 5 (2.87%) SWIFT
5 3 (1.72%) Management Information System
6 2 (1.15%) Data Fabric
6 2 (1.15%) Enterprise Software
6 2 (1.15%) Online Banking
6 2 (1.15%) User Experience
7 1 (0.57%) Analytical Mindset
7 1 (0.57%) Data Protection Act
7 1 (0.57%) Housing Association
7 1 (0.57%) Legacy Systems
7 1 (0.57%) Life Science
7 1 (0.57%) Mobile App
7 1 (0.57%) Reference Data
7 1 (0.57%) Renewable Energy
7 1 (0.57%) Replication
Operating Systems
1 5 (2.87%) Linux
2 4 (2.30%) Unix
2 4 (2.30%) Windows
3 3 (1.72%) Solaris
3 3 (1.72%) VMS
4 1 (0.57%) Android
4 1 (0.57%) Apple iOS
Processes & Methodologies
1 95 (54.60%) Business Intelligence
2 78 (44.83%) ETL
3 66 (37.93%) Analytics
4 59 (33.91%) Data Modelling
5 53 (30.46%) Visualisation
6 47 (27.01%) Agile
7 46 (26.44%) Data Pipeline
8 39 (22.41%) Problem-Solving
9 36 (20.69%) Data Architecture
10 33 (18.97%) Data Management
11 30 (17.24%) Migration
12 29 (16.67%) Data Visualisation
13 25 (14.37%) CI/CD
14 24 (13.79%) Data Engineering
14 24 (13.79%) Use Case
15 23 (13.22%) Machine Learning
16 21 (12.07%) Technical Architecture
17 20 (11.49%) Data Integration
17 20 (11.49%) DevOps
18 18 (10.34%) Project Delivery
Programming Languages
1 99 (56.90%) SQL
2 59 (33.91%) Python
3 32 (18.39%) T-SQL
4 16 (9.20%) R
5 12 (6.90%) VBA
6 10 (5.75%) Bash
7 6 (3.45%) Java
8 3 (1.72%) PowerShell
9 1 (0.57%) JavaScript
9 1 (0.57%) PL/SQL
9 1 (0.57%) Ruby
9 1 (0.57%) Scala
9 1 (0.57%) Shell Script
Qualifications
1 16 (9.20%) Degree
2 2 (1.15%) CTC Cleared
2 2 (1.15%) ITIL Certification
2 2 (1.15%) Microsoft Certification
2 2 (1.15%) PRINCE2 Certification
2 2 (1.15%) Security Cleared
2 2 (1.15%) TOGAF Certification
3 1 (0.57%) Computer Science Degree
3 1 (0.57%) PhD
Quality Assurance & Compliance
1 26 (14.94%) Data Quality
2 1 (0.57%) Accessibility
2 1 (0.57%) GDPR
2 1 (0.57%) PMO
System Software
1 10 (5.75%) Docker
2 2 (1.15%) Virtual Machines
3 1 (0.57%) Active Directory
3 1 (0.57%) Oracle Clusterware
3 1 (0.57%) Oracle RAC
Systems Management
1 11 (6.32%) Terraform
2 7 (4.02%) Kubernetes
3 2 (1.15%) Ansible
3 2 (1.15%) Istio
4 1 (0.57%) Data Guard
4 1 (0.57%) Oracle RMAN
4 1 (0.57%) SQL Sentry
Vendors
1 42 (24.14%) Microsoft
2 26 (14.94%) Oracle
3 19 (10.92%) SAP
4 18 (10.34%) Databricks
5 17 (9.77%) Google
6 13 (7.47%) Informatica
7 9 (5.17%) Cloudera
7 9 (5.17%) Hitachi
7 9 (5.17%) Splunk
8 8 (4.60%) Teradata
9 4 (2.30%) Anaplan
9 4 (2.30%) Salesforce.com
10 3 (1.72%) ServiceNow
11 2 (1.15%) IBM
12 1 (0.57%) Atlassian