Period
to

The following table provides summary statistics for permanent job vacancies advertised in Manchester 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 25 June 2022 with a comparison to the same period in the previous 2 years.

Data Management
North West > Manchester
6 months to
25 Jun 2022
Same period 2021 Same period 2020
Rank 149 141 149
Rank change year-on-year -8 +8 +74
Permanent jobs citing Data Management 109 72 47
As % of all permanent jobs advertised in Manchester 1.81% 1.62% 1.29%
As % of the Processes & Methodologies category 1.92% 1.72% 1.37%
Number of salaries quoted 47 48 33
10th Percentile £40,000 £31,525 £40,000
25th Percentile £52,595 £40,938 £42,500
Median annual salary (50th Percentile) £57,810 £60,000 £57,500
Median % change year-on-year -3.65% +4.35% +21.05%
75th Percentile £71,875 £72,500 £65,000
90th Percentile £90,500 £82,125 £70,000
North West median annual salary £57,301 £57,500 £50,000
% change year-on-year -0.35% +15.00% +5.26%

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 Manchester with a requirement for process or methodology skills.

All Process and Methodology Skills
Manchester
Permanent vacancies with a requirement for process or methodology skills 5,690 4,193 3,419
As % of all permanent IT jobs advertised in Manchester 94.72% 94.29% 93.93%
Number of salaries quoted 3,666 3,246 2,812
10th Percentile £32,468 £31,250 £31,250
25th Percentile £41,250 £38,750 £39,414
Median annual salary (50th Percentile) £55,000 £50,000 £50,000
Median % change year-on-year +10.00% - +11.11%
75th Percentile £70,000 £65,000 £62,500
90th Percentile £85,000 £77,500 £72,475
North West median annual salary £52,500 £49,000 £50,000
% change year-on-year +7.14% -2.00% +11.11%

Data Management
Job Vacancy Trend in Manchester

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

Job vacancy trend for Data Management in Manchester

Data Management
Salary Trend in Manchester

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

Salary trend for Data Management in Manchester

Data Management
Salary Histogram in Manchester

Salary distribution for jobs citing Data Management in Manchester over the 6 months to 25 June 2022.

Salary histogram for Data Management in Manchester

Data Management
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 Management within the Manchester region over the 6 months to 25 June 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
Altrincham - 4 £55,000 -
Wigan -1 1 £42,500 +23.19%
Stockport -11 1 £26,467 -56.25%
Bury - 1 - -
Data Management
North West

For the 6 months to 25 June 2022, 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 Manchester region with a requirement for Data Management.

1 65 (59.63%) Analytics
2 51 (46.79%) Finance
3 48 (44.04%) Agile
4 39 (35.78%) GCP
5 38 (34.86%) Data Warehouse
6 36 (33.03%) Social Skills
7 33 (30.28%) Business Intelligence
8 31 (28.44%) Python
8 31 (28.44%) Visualisation
8 31 (28.44%) Problem-Solving
9 30 (27.52%) Data Pipeline
9 30 (27.52%) Google
9 30 (27.52%) Migration
10 29 (26.61%) Data Lake
11 28 (25.69%) AWS
12 27 (24.77%) Data Modelling
13 25 (22.94%) SQL
13 25 (22.94%) Big Data
14 24 (22.02%) Data Architecture
15 23 (21.10%) Data Integration
15 23 (21.10%) Use Case
15 23 (21.10%) Microsoft
16 22 (20.18%) ETL
16 22 (20.18%) Time Management
16 22 (20.18%) NoSQL
17 21 (19.27%) Power BI
17 21 (19.27%) Power Platform
18 20 (18.35%) Analytical Skills
18 20 (18.35%) Azure
18 20 (18.35%) Validation

Data Management
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 19 (17.43%) Apache Spark
1 19 (17.43%) SAS
2 11 (10.09%) Oracle Workflow
3 7 (6.42%) Apache
4 5 (4.59%) Apache Airflow
4 5 (4.59%) Elasticsearch
5 1 (0.92%) CICS
5 1 (0.92%) IIS
5 1 (0.92%) SharePoint
Applications
1 5 (4.59%) Microsoft Excel
2 3 (2.75%) InDesign
2 3 (2.75%) Microsoft Office
2 3 (2.75%) Microsoft PowerPoint
2 3 (2.75%) Microsoft Project
3 1 (0.92%) Chatbot
Business Applications
1 1 (0.92%) Dynamics AX
1 1 (0.92%) HFM
1 1 (0.92%) NetSuite
1 1 (0.92%) Oracle Cash Management
1 1 (0.92%) Oracle ERP
1 1 (0.92%) Oracle Payables
1 1 (0.92%) Oracle Receivables
Cloud Services
1 39 (35.78%) GCP
2 28 (25.69%) AWS
3 21 (19.27%) Power Platform
4 20 (18.35%) Azure
5 10 (9.17%) AWS CloudFormation
5 10 (9.17%) Snowflake
6 5 (4.59%) Apigee
6 5 (4.59%) Google Data Studio
6 5 (4.59%) Google Sheets
7 4 (3.67%) SaaS
8 3 (2.75%) PaaS
8 3 (2.75%) Salesforce Sales Cloud
8 3 (2.75%) Salesforce Service Cloud
9 1 (0.92%) Amazon S3
9 1 (0.92%) Azure Active Directory
9 1 (0.92%) Azure App Service
9 1 (0.92%) dbt
9 1 (0.92%) Dynamics 365
9 1 (0.92%) Microsoft 365
9 1 (0.92%) PowerApps
Communications & Networking
1 3 (2.75%) Internet
2 1 (0.92%) Network Security
Database & Business Intelligence
1 38 (34.86%) Data Warehouse
2 29 (26.61%) Data Lake
3 25 (22.94%) Big Data
4 22 (20.18%) NoSQL
5 21 (19.27%) Power BI
6 19 (17.43%) MySQL
7 15 (13.76%) Hadoop
8 13 (11.93%) DataStage
8 13 (11.93%) IBM InfoSphere
9 12 (11.01%) Relational Database
10 9 (8.26%) BigQuery
10 9 (8.26%) Data Mart
10 9 (8.26%) Semantic Layer
11 7 (6.42%) SQL Server
11 7 (6.42%) SQL Server Integration Services
11 7 (6.42%) SQL Server Reporting Services
12 5 (4.59%) Apache Cassandra
12 5 (4.59%) Metadata
12 5 (4.59%) MongoDB
12 5 (4.59%) SQL Server Analysis Services
Development Applications
1 2 (1.83%) JIRA
2 1 (0.92%) ERwin
2 1 (0.92%) Selenium
General
1 51 (46.79%) Finance
2 36 (33.03%) Social Skills
3 20 (18.35%) Analytical Skills
3 20 (18.35%) Retail
4 13 (11.93%) Banking
4 13 (11.93%) Presentation Skills
5 10 (9.17%) Legal
6 6 (5.50%) Public Sector
7 5 (4.59%) Inclusion and Diversity
8 3 (2.75%) Automotive
8 3 (2.75%) Law
9 2 (1.83%) Financial Institution
9 2 (1.83%) General Ledger
9 2 (1.83%) Influencing Skills
9 2 (1.83%) Marketing
10 1 (0.92%) Games
10 1 (0.92%) Publishing
Job Titles
1 27 (24.77%) Data Engineer
2 15 (13.76%) Architect
3 13 (11.93%) Product Owner
3 13 (11.93%) Programmer
4 12 (11.01%) Statistical Programmer
5 10 (9.17%) Big Data Engineer
5 10 (9.17%) Consultant
6 9 (8.26%) Analyst
6 9 (8.26%) Associate Engineer
6 9 (8.26%) Data Analyst
7 6 (5.50%) Data Consultant
7 6 (5.50%) Developer
7 6 (5.50%) Senior Programmer
8 5 (4.59%) Data Architect
8 5 (4.59%) Senior Statistical Programmer
9 4 (3.67%) Data Manager
9 4 (3.67%) Functional Consultant
10 3 (2.75%) .NET Architect
10 3 (2.75%) .NET Solutions Architect
10 3 (2.75%) Solutions Architect
Libraries, Frameworks & Software Standards
1 11 (10.09%) Web Services
2 8 (7.34%) Kafka
3 7 (6.42%) Apache Beam
4 6 (5.50%) AngularJS
5 5 (4.59%) .NET
5 5 (4.59%) Apache NiFi
5 5 (4.59%) Elastic Stack
5 5 (4.59%) JSON
5 5 (4.59%) Node.js
5 5 (4.59%) React
5 5 (4.59%) YAML
6 2 (1.83%) ODBC
7 1 (0.92%) .NET Core
7 1 (0.92%) ASP.NET
7 1 (0.92%) ASP.NET Core
7 1 (0.92%) ISPF
7 1 (0.92%) Middleware
7 1 (0.92%) Twitter Bootstrap
7 1 (0.92%) Unreal Engine
Miscellaneous
1 11 (10.09%) Management Information System
2 7 (6.42%) Cloud Native
3 5 (4.59%) Renewable Energy
4 4 (3.67%) Hybrid Cloud
5 2 (1.83%) Algorithms
5 2 (1.83%) Data Fabric
5 2 (1.83%) Data Protection Act
5 2 (1.83%) IoT
5 2 (1.83%) Life Science
5 2 (1.83%) Online Banking
5 2 (1.83%) Reference Data
6 1 (0.92%) e-Learning
6 1 (0.92%) Greenfield Project
6 1 (0.92%) IBM Mainframe
6 1 (0.92%) Mainframe
6 1 (0.92%) Public Cloud
6 1 (0.92%) Self-Motivation
6 1 (0.92%) Social Media
6 1 (0.92%) User Experience
6 1 (0.92%) VSAM
Operating Systems
1 1 (0.92%) zOS
Processes & Methodologies
1 65 (59.63%) Analytics
2 48 (44.04%) Agile
3 33 (30.28%) Business Intelligence
4 31 (28.44%) Problem-Solving
4 31 (28.44%) Visualisation
5 30 (27.52%) Data Pipeline
5 30 (27.52%) Migration
6 27 (24.77%) Data Modelling
7 24 (22.02%) Data Architecture
8 23 (21.10%) Data Integration
8 23 (21.10%) Use Case
9 22 (20.18%) ETL
9 22 (20.18%) Time Management
10 20 (18.35%) Validation
11 18 (16.51%) CI/CD
12 16 (14.68%) Business Analytics
12 16 (14.68%) Data Analysis
12 16 (14.68%) Scrum
13 14 (12.84%) Data Visualisation
13 14 (12.84%) Observability
Programming Languages
1 31 (28.44%) Python
2 25 (22.94%) SQL
3 10 (9.17%) Bash
3 10 (9.17%) R
4 9 (8.26%) VBA
5 8 (7.34%) Java
6 5 (4.59%) JavaScript
6 5 (4.59%) TypeScript
7 4 (3.67%) C#
8 3 (2.75%) C
9 1 (0.92%) C++
9 1 (0.92%) CLIST
9 1 (0.92%) PowerShell
9 1 (0.92%) REXX
Qualifications
1 17 (15.60%) Degree
2 2 (1.83%) Computer Science Degree
2 2 (1.83%) Security Cleared
2 2 (1.83%) TOGAF Certification
3 1 (0.92%) DBS Check
3 1 (0.92%) ISEB
3 1 (0.92%) ISTQB
3 1 (0.92%) Master's Degree
3 1 (0.92%) Microsoft Certification
3 1 (0.92%) Numerate Degree
3 1 (0.92%) SC Cleared
Quality Assurance & Compliance
1 16 (14.68%) Data Quality
2 12 (11.01%) Good Clinical Practice
3 10 (9.17%) QA
4 6 (5.50%) 21 CFR Part 11
4 6 (5.50%) CDISC
5 1 (0.92%) Accessibility
5 1 (0.92%) Cyber Essentials
5 1 (0.92%) GDPR
5 1 (0.92%) ISO/IEC 27001
5 1 (0.92%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
5 1 (0.92%) NIST
5 1 (0.92%) SLA
System Software
1 7 (6.42%) Docker
2 1 (0.92%) Active Directory
2 1 (0.92%) RACF
Systems Management
1 10 (9.17%) Terraform
2 7 (6.42%) Kubernetes
3 5 (4.59%) Grafana
3 5 (4.59%) Prometheus
4 2 (1.83%) Istio
5 1 (0.92%) CA Endevor
5 1 (0.92%) OMEGAMON
5 1 (0.92%) Systems Management Server (SMS)
5 1 (0.92%) zSecure
Vendors
1 30 (27.52%) Google
2 23 (21.10%) Microsoft
3 15 (13.76%) IBM
4 14 (12.84%) Oracle
5 10 (9.17%) Cloudera
5 10 (9.17%) Databricks
5 10 (9.17%) Hitachi
5 10 (9.17%) Splunk
6 4 (3.67%) Teradata
7 3 (2.75%) Adobe
7 3 (2.75%) Salesforce.com
8 2 (1.83%) Pega
8 2 (1.83%) Remedy
9 1 (0.92%) CA
9 1 (0.92%) Hyperion
9 1 (0.92%) JD Edwards
9 1 (0.92%) Vertica