Period
to 17 August 2018

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Customer Segmentation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Customer Segmentation over the 6 months to 17 August 2018 with a comparison to the same period in the previous 2 years.

Customer Segmentation
UK > England
6 months to
17 Aug 2018
Same period 2017 Same period 2016
Rank 1061 1062 1171
Rank change year-on-year +1 +109 +18
Permanent jobs citing Customer Segmentation 78 91 74
As % of all permanent IT jobs advertised in England 0.049% 0.055% 0.040%
As % of the Processes & Methodologies category 0.054% 0.060% 0.044%
Number of salaries quoted 59 67 65
England median annual salary £55,000 £45,000 £47,500
Median salary % change year-on-year +22.22% -5.26% +18.75%
10th Percentile £38,250 £34,100 £31,750
90th Percentile £88,000 £100,750 £67,000
UK median annual salary £55,000 £45,000 £47,500
% change year-on-year +22.22% -5.26% +18.75%

Customer Segmentation 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 England with a requirement for process or methodology skills.

All Process and Methodology Skills
England
Permanent vacancies with a requirement for process or methodology skills 144,969 151,638 169,452
As % of all permanent IT jobs advertised in England 91.15% 91.51% 90.84%
Number of salaries quoted 116,288 121,556 143,013
England median annual salary £50,000 £50,000 £50,000
10th Percentile £29,750 £28,250 £27,500
90th Percentile £82,500 £80,000 £78,750
UK median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% -

Customer Segmentation
Job Vacancy Trend in England

Job postings citing Customer Segmentation as a percentage of all IT jobs advertised in England.

Job vacancy trend for Customer Segmentation in England

Customer Segmentation
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Customer Segmentation in England.

Salary trend for Customer Segmentation in England

Customer Segmentation
Salary Histogram in England

The salary distribution of IT jobs citing Customer Segmentation in England over the 6 months to 17 August 2018.

Salary histogram for Customer Segmentation in England

Customer Segmentation
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Customer Segmentation within the England region over the 6 months to 17 August 2018. 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
London +23 54 £55,000 -15.38% 4
South East - 11 £60,000 -
East of England - 10 £40,429 - 1
Yorkshire +33 2 £47,500 +26.67%
North of England +15 2 £47,500 +26.67%
Midlands +4 1 £43,500 -3.33%
East Midlands -2 1 £43,500 -3.33%
Customer Segmentation
UK

For the 6 months to 17 August 2018, IT jobs citing Customer Segmentation 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 England region with a requirement for Customer Segmentation.

1 48 (61.54%) Analytical Skills
2 43 (55.13%) Marketing
3 40 (51.28%) Python
3 40 (51.28%) Analytics
4 38 (48.72%) R
5 29 (37.18%) Data Science
6 28 (35.90%) SQL
7 26 (33.33%) Big Data
8 25 (32.05%) Machine Learning
8 25 (32.05%) Visualisation
9 23 (29.49%) Statistics
10 21 (26.92%) CRM
11 20 (25.64%) Algorithms
11 20 (25.64%) Actionable Insight
12 19 (24.36%) Agile Software Development
13 18 (23.08%) Statistical Analysis
14 17 (21.79%) Project Management
14 17 (21.79%) E-Commerce
14 17 (21.79%) Mathematics
14 17 (21.79%) Data Analysis
15 16 (20.51%) Capita
15 16 (20.51%) Customer Requirements
15 16 (20.51%) Service Design
15 16 (20.51%) Digital Transformation Programme
15 16 (20.51%) Tableau
15 16 (20.51%) Continuous Improvement
16 15 (19.23%) A/B Testing
16 15 (19.23%) Degree
17 13 (16.67%) Computer Science
17 13 (16.67%) Personalization

Customer Segmentation
Co-occurring IT Skills in England 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 12 (15.38%) SAS
2 11 (14.10%) Apache Spark
3 2 (2.56%) Elasticsearch
4 1 (1.28%) Apache
Applications
1 9 (11.54%) SPSS
2 1 (1.28%) Microsoft Excel
2 1 (1.28%) Microsoft PowerPoint
Business Applications
1 4 (5.13%) FastStats
2 1 (1.28%) Actimize
2 1 (1.28%) Adobe Campaign
2 1 (1.28%) Dynamics CRM
2 1 (1.28%) Eloqua
2 1 (1.28%) Oracle AML
2 1 (1.28%) Unica
Cloud Services
1 9 (11.54%) Google Analytics
2 7 (8.97%) Adobe Analytics
3 5 (6.41%) Silverpop
4 4 (5.13%) Amazon AWS
5 3 (3.85%) Microsoft Azure
6 2 (2.56%) Amazon S3
6 2 (2.56%) IaaS
6 2 (2.56%) PaaS
6 2 (2.56%) SaaS
7 1 (1.28%) Cloud Computing
7 1 (1.28%) Cortana Intelligence Suite
Communications & Networking
1 2 (2.56%) Broadband
Database & Business Intelligence
1 26 (33.33%) Big Data
2 11 (14.10%) Hadoop
3 10 (12.82%) Data Mining
4 8 (10.26%) Apache Hive
4 8 (10.26%) Power BI
5 4 (5.13%) Amazon Redshift
6 3 (3.85%) QlikView
7 2 (2.56%) Amazon Athena
7 2 (2.56%) BusinessObjects
7 2 (2.56%) Data Lake
7 2 (2.56%) Data Warehouse
7 2 (2.56%) IBM PureData
7 2 (2.56%) Oracle BI EE
7 2 (2.56%) SAP BW
7 2 (2.56%) Snowflake Schema
7 2 (2.56%) Sqoop
8 1 (1.28%) HBase
8 1 (1.28%) NoSQL
General
1 43 (55.13%) Marketing
2 9 (11.54%) Local Government
2 9 (11.54%) Retail
3 6 (7.69%) Finance
4 4 (5.13%) Advertising
4 4 (5.13%) Games
4 4 (5.13%) Online Betting
5 1 (1.28%) Banking
5 1 (1.28%) Financial Institution
5 1 (1.28%) International Banking
Job Titles
1 25 (32.05%) Data Scientist
2 18 (23.08%) Analyst
3 13 (16.67%) Senior Data Scientist
4 11 (14.10%) Data Analyst
5 7 (8.97%) Designer
5 7 (8.97%) Digital Designer
5 7 (8.97%) Senior Analyst
6 6 (7.69%) SQL Analyst
6 6 (7.69%) SQL Data Analyst
7 5 (6.41%) Analytics Manager
7 5 (6.41%) Customer Analyst
7 5 (6.41%) Data Engineer
7 5 (6.41%) Data Manager
7 5 (6.41%) SPSS Analyst
7 5 (6.41%) SPSS Data Analyst
8 4 (5.13%) CRM Manager
9 3 (3.85%) Data Analysis Manager
9 3 (3.85%) Data Analytics Manager
9 3 (3.85%) Insight Manager
9 3 (3.85%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 10 (12.82%) D3.js
2 7 (8.97%) Natural Language Processing
3 5 (6.41%) Bokeh
3 5 (6.41%) Pandas
4 3 (3.85%) Kafka
5 2 (2.56%) ATL
5 2 (2.56%) CSS
5 2 (2.56%) HTML
5 2 (2.56%) Matplotlib
5 2 (2.56%) Seaborn
5 2 (2.56%) TensorFlow
5 2 (2.56%) Web Services
6 1 (1.28%) LESS
6 1 (1.28%) Sass
Miscellaneous
1 48 (61.54%) Analytical Skills
2 20 (25.64%) Algorithms
3 13 (16.67%) Computer Science
4 7 (8.97%) Credit Risk
5 2 (2.56%) Digital Media
5 2 (2.56%) Fintech
6 1 (1.28%) Self-Motivation
6 1 (1.28%) Social Media
6 1 (1.28%) Social Network
6 1 (1.28%) SWIFT
6 1 (1.28%) User Experience
6 1 (1.28%) Virtual Team
Processes & Methodologies
1 40 (51.28%) Analytics
2 29 (37.18%) Data Science
3 25 (32.05%) Machine Learning
3 25 (32.05%) Visualisation
4 23 (29.49%) Statistics
5 21 (26.92%) CRM
6 20 (25.64%) Actionable Insight
7 19 (24.36%) Agile Software Development
8 18 (23.08%) Statistical Analysis
9 17 (21.79%) Data Analysis
9 17 (21.79%) E-Commerce
9 17 (21.79%) Mathematics
9 17 (21.79%) Project Management
10 16 (20.51%) Continuous Improvement
10 16 (20.51%) Customer Requirements
10 16 (20.51%) Digital Transformation Programme
10 16 (20.51%) Service Design
11 15 (19.23%) A/B Testing
12 13 (16.67%) Personalization
13 11 (14.10%) Customer Acquisition
Programming Languages
1 40 (51.28%) Python
2 38 (48.72%) R
3 28 (35.90%) SQL
4 7 (8.97%) MATLAB
5 4 (5.13%) Scala
5 4 (5.13%) T-SQL
6 1 (1.28%) C
6 1 (1.28%) C++
6 1 (1.28%) Java
6 1 (1.28%) Perl
6 1 (1.28%) PL/SQL
Qualifications
1 15 (19.23%) Degree
2 9 (11.54%) PhD
3 6 (7.69%) Numerate Degree
4 1 (1.28%) Computer Science Degree
4 1 (1.28%) Master's Degree
Quality Assurance & Compliance
1 5 (6.41%) Actionable Recommendations
2 2 (2.56%) Data Quality
3 1 (1.28%) QA
Vendors
1 16 (20.51%) Capita
1 16 (20.51%) Tableau
2 9 (11.54%) Google
3 8 (10.26%) Adobe
4 5 (6.41%) Alteryx
4 5 (6.41%) Talend
5 4 (5.13%) Oracle
6 3 (3.85%) IBM
6 3 (3.85%) Microsoft
7 2 (2.56%) Cognos
7 2 (2.56%) Informatica
7 2 (2.56%) MicroStrategy
7 2 (2.56%) Netezza
7 2 (2.56%) Omniture
7 2 (2.56%) SAP
7 2 (2.56%) Teradata
8 1 (1.28%) Salesforce Marketing Cloud
8 1 (1.28%) Salesforce.com
8 1 (1.28%) Sawtooth Software
8 1 (1.28%) Selligent