Period
to 13 July 2020

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in the East Midlands. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 13 July 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
England > East Midlands
6 months to
13 Jul 2020
Same period 2019 Same period 2018
Rank 29 25 33
Rank change year-on-year -4 +8 -13
Permanent jobs citing Analytical Skills 148 323 354
As % of all permanent jobs advertised in the East Midlands 7.58% 7.79% 6.73%
As % of the Miscellaneous category 19.71% 19.53% 18.90%
Number of salaries quoted 133 211 307
Median annual salary £50,000 £40,000 £42,500
Median salary % change year-on-year +25.00% -5.88% +6.25%
10th Percentile £28,700 £24,750 £27,300
90th Percentile £73,720 £65,000 £58,750
England median annual salary £52,500 £50,000 £49,500
% change year-on-year +5.00% +1.01% +10.00%

Analytical Skills is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East Midlands with a requirement for generic IT skills.

All Generic IT Skills
East Midlands
Permanent vacancies with a requirement for generic IT skills 751 1,654 1,873
As % of all permanent IT jobs advertised in the East Midlands 38.45% 39.89% 35.62%
Number of salaries quoted 589 1,214 1,564
Median annual salary £45,000 £40,000 £42,500
Median salary % change year-on-year +12.50% -5.88% +6.25%
10th Percentile £26,250 £24,750 £25,000
90th Percentile £70,250 £67,500 £65,000
England median annual salary £55,412 £52,500 £50,000
% change year-on-year +5.55% +5.00% -

Analytical Skills
Job Vacancy Trend in the East Midlands

Job postings citing Analytical Skills as a proportion of all IT jobs advertised in the East Midlands.

Job vacancy trend for Analytical Skills in the East Midlands

Analytical Skills
Salary Trend in the East Midlands

3-month moving average salary quoted in jobs citing Analytical Skills in the East Midlands.

Salary trend for Analytical Skills in the East Midlands

Analytical Skills
Salary Histogram in the East Midlands

Salary distribution for jobs citing Analytical Skills in the East Midlands over the 6 months to 13 July 2020.

Salary histogram for Analytical Skills in the East Midlands

Analytical Skills
Job Locations in the East Midlands

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the East Midlands region over the 6 months to 13 July 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
Nottinghamshire +19 68 £55,000 +46.67% 5
Northamptonshire +8 38 £50,000 +11.11% 6
Derbyshire +29 28 £39,000 -3.70% 2
Leicestershire -24 12 £38,000 -5.00% 2
Lincolnshire +8 2 £25,000 -4.15%
Analytical Skills
England

For the 6 months to 13 July 2020, IT jobs citing Analytical Skills 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 East Midlands region with a requirement for Analytical Skills.

1 50 (33.78%) Problem-Solving
2 48 (32.43%) SQL
3 41 (27.70%) SQL Server
4 38 (25.68%) Finance
5 37 (25.00%) Microsoft
6 36 (24.32%) Agile Software Development
6 36 (24.32%) Azure
7 31 (20.95%) AWS
7 31 (20.95%) Oracle
8 27 (18.24%) Analytics
9 26 (17.57%) Business Intelligence
10 24 (16.22%) T-SQL
10 24 (16.22%) JavaScript
10 24 (16.22%) C#
11 22 (14.86%) Java
12 21 (14.19%) Data Modelling
12 21 (14.19%) SQL Server Integration Services
12 21 (14.19%) Degree
13 20 (13.51%) .NET
14 17 (11.49%) CSS
15 16 (10.81%) HTML
15 16 (10.81%) Data Warehouse
16 15 (10.14%) Stakeholder Management
16 15 (10.14%) Mobile App
16 15 (10.14%) ASP.NET Web API
17 14 (9.46%) DevOps
17 14 (9.46%) Microservices
17 14 (9.46%) Git (software)
17 14 (9.46%) Google
17 14 (9.46%) Python

Analytical Skills
Co-occurring IT Skills in the East Midlands 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 8 (5.41%) SharePoint
2 7 (4.73%) Apache Spark
3 6 (4.05%) Tomcat
4 4 (2.70%) Confluence
4 4 (2.70%) Elasticsearch
4 4 (2.70%) nginx
4 4 (2.70%) SAS
4 4 (2.70%) Skype for Business
5 2 (1.35%) Apache
5 2 (1.35%) Apache Synapse
Applications
1 14 (9.46%) Microsoft Excel
2 9 (6.08%) Microsoft Office
3 6 (4.05%) Microsoft PowerPoint
4 4 (2.70%) Microsoft Project
5 2 (1.35%) SPSS
6 1 (0.68%) Adobe Illustrator
6 1 (0.68%) Photoshop
6 1 (0.68%) UserZoom
Business Applications
1 4 (2.70%) Eikon
2 3 (2.03%) Dynamics CRM
2 3 (2.03%) Dynamics NAV
2 3 (2.03%) Lawson
2 3 (2.03%) NetSuite
2 3 (2.03%) SAP BPC
2 3 (2.03%) SAP Business One
Cloud Services
1 36 (24.32%) Azure
2 31 (20.95%) AWS
3 11 (7.43%) SaaS
4 9 (6.08%) Power Platform
5 7 (4.73%) Serverless
6 6 (4.05%) Amazon EC2
6 6 (4.05%) AWS Lambda
7 5 (3.38%) GCP
8 4 (2.70%) Amazon ECS
8 4 (2.70%) Amazon EKS
8 4 (2.70%) Amazon S3
8 4 (2.70%) Azure Data Factory
8 4 (2.70%) Office 365
9 3 (2.03%) Cloud Computing
9 3 (2.03%) Dynamics 365
10 2 (1.35%) Amazon ELB
10 2 (1.35%) AWS CloudFormation
10 2 (1.35%) AWS CodePipeline
10 2 (1.35%) GitHub
10 2 (1.35%) PaaS
Communications & Networking
1 7 (4.73%) Firewall
2 4 (2.70%) NAS
2 4 (2.70%) SAN
3 3 (2.03%) Internet
3 3 (2.03%) Skype
4 2 (1.35%) BGP
4 2 (1.35%) Cisco ASA
4 2 (1.35%) Cisco Nexus
4 2 (1.35%) LAN
4 2 (1.35%) MPLS
4 2 (1.35%) VLAN
4 2 (1.35%) WLAN
5 1 (0.68%) 5G
5 1 (0.68%) Network Security
5 1 (0.68%) SSL
5 1 (0.68%) TCP/IP
Database & Business Intelligence
1 41 (27.70%) SQL Server
2 21 (14.19%) SQL Server Integration Services
3 16 (10.81%) Data Warehouse
4 14 (9.46%) OLAP
5 13 (8.78%) Big Data
6 12 (8.11%) SQL Server Analysis Services
7 11 (7.43%) Hadoop
7 11 (7.43%) OLTP
7 11 (7.43%) SQL Server 2012
8 9 (6.08%) Power BI
9 8 (5.41%) HBase
9 8 (5.41%) MySQL
9 8 (5.41%) NoSQL
9 8 (5.41%) SQL Server Reporting Services
10 7 (4.73%) Data Lake
10 7 (4.73%) MongoDB
10 7 (4.73%) RDBMS
10 7 (4.73%) Relational Database
10 7 (4.73%) Snowflake Schema
11 6 (4.05%) Oracle Database
Development Applications
1 14 (9.46%) Git (software)
2 12 (8.11%) JIRA
3 9 (6.08%) Team Foundation Server
4 4 (2.70%) fastlane
4 4 (2.70%) TeamCity
5 3 (2.03%) ERwin
5 3 (2.03%) PowerDesigner
6 2 (1.35%) Artifactory
6 2 (1.35%) Jenkins
6 2 (1.35%) Maven
6 2 (1.35%) Oracle Forms
6 2 (1.35%) Sonatype Nexus
6 2 (1.35%) Travis CI
7 1 (0.68%) SQL Server Management Studio (SSMS)
General
1 38 (25.68%) Finance
2 11 (7.43%) Marketing
3 9 (6.08%) Retail
4 6 (4.05%) Banking
5 5 (3.38%) Telecoms
6 4 (2.70%) Financial Institution
6 4 (2.70%) Social Housing
7 3 (2.03%) Manufacturing
8 2 (1.35%) Billing
8 2 (1.35%) Law
8 2 (1.35%) Pharmaceutical
9 1 (0.68%) Advertising
9 1 (0.68%) Aerospace
9 1 (0.68%) Automotive
9 1 (0.68%) Games
9 1 (0.68%) Legal
Job Titles
1 50 (33.78%) Developer
2 21 (14.19%) Analyst
3 18 (12.16%) Architect
4 15 (10.14%) Senior Developer
5 12 (8.11%) Solutions Architect
6 11 (7.43%) Business Intelligence Developer
7 10 (6.76%) .NET Developer
7 10 (6.76%) Software Developer
8 9 (6.08%) Data Architect
8 9 (6.08%) SQL Developer
9 8 (5.41%) Data Analyst
9 8 (5.41%) Infrastructure Engineer
9 8 (5.41%) Web Developer
10 7 (4.73%) Java Developer
10 7 (4.73%) Security Engineer
10 7 (4.73%) Senior Architect
11 6 (4.05%) Applications Developer
11 6 (4.05%) Senior Solutions Architect
11 6 (4.05%) SQL BI Developer
12 5 (3.38%) Java/J2EE Developer
Libraries, Frameworks & Software Standards
1 20 (13.51%) .NET
2 17 (11.49%) CSS
3 16 (10.81%) HTML
4 15 (10.14%) ASP.NET Web API
5 14 (9.46%) ASP.NET
6 9 (6.08%) AngularJS
6 9 (6.08%) CSS3
6 9 (6.08%) HTML5
6 9 (6.08%) J2EE
6 9 (6.08%) JSON
7 8 (5.41%) JSP
7 8 (5.41%) Kafka
7 8 (5.41%) MDX
7 8 (5.41%) Servlets
8 7 (4.73%) React Native
8 7 (4.73%) Web Services
9 6 (4.05%) jQuery
10 5 (3.38%) ASP.NET Core
10 5 (3.38%) React
11 4 (2.70%) Redux
Miscellaneous
1 15 (10.14%) Mobile App
2 8 (5.41%) Analytical Mindset
2 8 (5.41%) Self-Motivation
3 7 (4.73%) Management Information System
4 6 (4.05%) User Experience
5 5 (3.38%) Data Structures
6 4 (2.70%) Cloud Native
6 4 (2.70%) Replication
6 4 (2.70%) Wiki
7 3 (2.03%) AS400
7 3 (2.03%) Credit Risk
7 3 (2.03%) Reference Data
8 2 (1.35%) Algorithms
8 2 (1.35%) CMDB
8 2 (1.35%) Data Centre
8 2 (1.35%) Fat Client
8 2 (1.35%) Hybrid Cloud
8 2 (1.35%) Internet of Things
8 2 (1.35%) PMI
8 2 (1.35%) Thin Client
Operating Systems
1 11 (7.43%) Windows
2 10 (6.76%) Android
3 8 (5.41%) Apple iOS
4 5 (3.38%) Linux
5 4 (2.70%) Unix
5 4 (2.70%) Windows 10
6 2 (1.35%) Red Hat Enterprise Linux
6 2 (1.35%) Ubuntu
6 2 (1.35%) Windows 8
6 2 (1.35%) Windows Server
Processes & Methodologies
1 50 (33.78%) Problem-Solving
2 36 (24.32%) Agile Software Development
3 27 (18.24%) Analytics
4 26 (17.57%) Business Intelligence
5 21 (14.19%) Data Modelling
6 15 (10.14%) Stakeholder Management
7 14 (9.46%) DevOps
7 14 (9.46%) Microservices
8 13 (8.78%) Infrastructure Engineering
8 13 (8.78%) Web Development
9 12 (8.11%) Time Management
10 11 (7.43%) ETL
11 10 (6.76%) Continuous Improvement
11 10 (6.76%) Data Governance
11 10 (6.76%) Data Management
11 10 (6.76%) MVC
11 10 (6.76%) Project Management
12 9 (6.08%) Digital Transformation Programme
12 9 (6.08%) Software Engineering
13 8 (5.41%) Scrum
Programming Languages
1 48 (32.43%) SQL
2 24 (16.22%) C#
2 24 (16.22%) JavaScript
2 24 (16.22%) T-SQL
3 22 (14.86%) Java
4 14 (9.46%) Python
5 11 (7.43%) PL/SQL
6 4 (2.70%) Apple Swift
6 4 (2.70%) C++
6 4 (2.70%) Objective-C
7 3 (2.03%) R
7 3 (2.03%) Shell Script
8 2 (1.35%) ABAP
8 2 (1.35%) Bash Shell
8 2 (1.35%) Data Analysis Expressions (DAX)
8 2 (1.35%) VBA
9 1 (0.68%) Go
9 1 (0.68%) Haskell
9 1 (0.68%) PowerShell
9 1 (0.68%) Scala
Qualifications
1 21 (14.19%) Degree
2 7 (4.73%) Computer Science Degree
3 5 (3.38%) PMI Certification
4 4 (2.70%) AWS Certification
4 4 (2.70%) Master's Degree
5 3 (2.03%) ACCA
5 3 (2.03%) OCA
5 3 (2.03%) OCP
5 3 (2.03%) Oracle Certification
5 3 (2.03%) PMP
6 2 (1.35%) MCSE
6 2 (1.35%) Microsoft Certification
6 2 (1.35%) Numerate Degree
6 2 (1.35%) PhD
7 1 (0.68%) (ISC)2 CCSP
7 1 (0.68%) CCSP
7 1 (0.68%) Cisco Certification
7 1 (0.68%) CISM
7 1 (0.68%) CISSP
Quality Assurance & Compliance
1 12 (8.11%) QA
2 8 (5.41%) Data Quality
3 4 (2.70%) PMO
3 4 (2.70%) Sarbanes-Oxley
System Software
1 6 (4.05%) Docker
2 4 (2.70%) Apache ZooKeeper
2 4 (2.70%) HDFS
2 4 (2.70%) Hyper-V
2 4 (2.70%) Varnish
2 4 (2.70%) Virtual Machines
3 2 (1.35%) BitLocker
Systems Management
1 4 (2.70%) Hadoop YARN
1 4 (2.70%) SCCM
2 2 (1.35%) Kubernetes
Vendors
1 37 (25.00%) Microsoft
2 31 (20.95%) Oracle
3 14 (9.46%) Google
4 9 (6.08%) SAP
5 8 (5.41%) Tableau
6 7 (4.73%) JD Edwards
7 4 (2.70%) Ab Initio
7 4 (2.70%) Cloudera
7 4 (2.70%) Teradata
8 3 (2.03%) Epicor
8 3 (2.03%) IFS
8 3 (2.03%) Sage
9 2 (1.35%) Capita
9 2 (1.35%) Cisco
9 2 (1.35%) Databricks
9 2 (1.35%) Juniper
10 1 (0.68%) Adobe
10 1 (0.68%) F5
10 1 (0.68%) IBM