Period
to 27 May 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 27 May 2018 with a comparison to the same period in the previous 2 years.

Customer Segmentation
UK > England
6 months to
27 May 2018
Same period 2017 Same period 2016
Rank 1056 1048 1148
Rank change year-on-year -8 +100 -10
Permanent jobs citing Customer Segmentation 91 93 99
As % of all permanent IT jobs advertised in England 0.056% 0.058% 0.052%
As % of the Processes & Methodologies category 0.062% 0.064% 0.058%
Number of salaries quoted 73 76 81
England median annual salary £55,000 £45,000 £41,500
Median salary % change year-on-year +22.22% +8.43% +3.75%
10th Percentile £33,750 £35,500 £23,000
90th Percentile £82,500 £100,750 £65,000
UK median annual salary £55,000 £45,000 £42,000
% change year-on-year +22.22% +7.14% +5.00%

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 146,365 145,508 169,829
As % of all permanent IT jobs advertised in England 90.75% 90.51% 90.02%
Number of salaries quoted 118,366 120,128 142,811
England median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% +1.05%
10th Percentile £30,000 £28,000 £27,500
90th Percentile £82,500 £80,000 £77,500
UK median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +3.26%

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 27 May 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 27 May 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 -1 63 £55,000 -15.38% 4
South East +12 15 £62,500 -
Yorkshire +27 7 £47,500 +26.67%
North of England +7 7 £47,500 +15.85%
East of England - 4 £40,429 -
Midlands +4 2 £33,000 -26.67%
West Midlands +3 1 £22,500 -43.75%
East Midlands -18 1 £43,500 -3.33%
Customer Segmentation
UK

For the 6 months to 27 May 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 63 (69.23%) Marketing
2 53 (58.24%) Analytics
3 49 (53.85%) R
4 45 (49.45%) Python
5 42 (46.15%) Big Data
5 42 (46.15%) Analytical Skills
6 41 (45.05%) Data Science
7 40 (43.96%) SQL
8 38 (41.76%) Machine Learning
9 33 (36.26%) Algorithms
10 29 (31.87%) Statistics
11 28 (30.77%) E-Commerce
12 27 (29.67%) CRM
12 27 (29.67%) Mathematics
13 23 (25.27%) Statistical Analysis
14 22 (24.18%) Degree
15 21 (23.08%) Data Analysis
15 21 (23.08%) Actionable Insight
16 19 (20.88%) Retail
16 19 (20.88%) Business Intelligence
16 19 (20.88%) Personalization
17 18 (19.78%) Web Analytics
17 18 (19.78%) Logistic Regression
18 15 (16.48%) Agile Software Development
18 15 (16.48%) SAS
18 15 (16.48%) SPSS
18 15 (16.48%) Apache Spark
19 14 (15.38%) Visualisation
19 14 (15.38%) ETL
19 14 (15.38%) Neural Network

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 15 (16.48%) Apache Spark
1 15 (16.48%) SAS
2 5 (5.49%) Adobe Experience Manager
3 2 (2.20%) Elasticsearch
4 1 (1.10%) Apache
Applications
1 15 (16.48%) SPSS
2 5 (5.49%) Microsoft Excel
Business Applications
1 6 (6.59%) Eloqua
2 5 (5.49%) Unica
3 3 (3.30%) FastStats
4 2 (2.20%) WebTrends
5 1 (1.10%) Actimize
5 1 (1.10%) Magento
5 1 (1.10%) Oracle AML
Cloud Services
1 9 (9.89%) Google Analytics
1 9 (9.89%) Microsoft Azure
2 8 (8.79%) Amazon AWS
3 5 (5.49%) Adobe Analytics
4 4 (4.40%) Silverpop
5 3 (3.30%) Amazon S3
5 3 (3.30%) SaaS
6 2 (2.20%) AdWords
6 2 (2.20%) Google Tag Manager
6 2 (2.20%) IaaS
6 2 (2.20%) PaaS
7 1 (1.10%) Amazon EC2
7 1 (1.10%) Cloud Computing
7 1 (1.10%) Cortana Intelligence Suite
7 1 (1.10%) MailChimp
Communications & Networking
1 1 (1.10%) Broadband
Database & Business Intelligence
1 42 (46.15%) Big Data
2 11 (12.09%) Data Mining
2 11 (12.09%) Hadoop
3 7 (7.69%) Apache Hive
4 5 (5.49%) Amazon Redshift
4 5 (5.49%) Oracle Reports
5 4 (4.40%) BusinessObjects
5 4 (4.40%) Power BI
6 3 (3.30%) Data Warehouse
7 2 (2.20%) Amazon Athena
7 2 (2.20%) Data Lake
7 2 (2.20%) IBM PureData
7 2 (2.20%) NoSQL
7 2 (2.20%) Oracle BI EE
7 2 (2.20%) SAP BW
7 2 (2.20%) Snowflake Schema
7 2 (2.20%) SQL Server
7 2 (2.20%) Sqoop
7 2 (2.20%) Sybase IQ
8 1 (1.10%) MongoDB
General
1 63 (69.23%) Marketing
2 19 (20.88%) Retail
3 11 (12.09%) Finance
4 6 (6.59%) Local Government
5 5 (5.49%) Games
6 4 (4.40%) Advertising
6 4 (4.40%) Banking
7 3 (3.30%) Online Betting
7 3 (3.30%) Retail Banking
8 1 (1.10%) Brand Awareness
8 1 (1.10%) Financial Institution
8 1 (1.10%) French Language
8 1 (1.10%) International Banking
8 1 (1.10%) Law
8 1 (1.10%) Legal
8 1 (1.10%) Telecoms
Job Titles
1 30 (32.97%) Data Scientist
2 29 (31.87%) Analyst
3 15 (16.48%) Data Analyst
4 14 (15.38%) SQL Analyst
5 12 (13.19%) Senior Data Scientist
6 11 (12.09%) SPSS Analyst
6 11 (12.09%) SPSS Data Analyst
6 11 (12.09%) SQL Data Analyst
7 10 (10.99%) Machine Learning Scientist
8 7 (7.69%) Analytics Manager
9 6 (6.59%) Data Manager
10 5 (5.49%) Business Analyst
10 5 (5.49%) Consultant
10 5 (5.49%) Lead Business Analyst
10 5 (5.49%) Marketing Analyst
10 5 (5.49%) Marketing Business Analyst
11 4 (4.40%) Analytics Consultant
11 4 (4.40%) Data Engineer
11 4 (4.40%) Digital Analytics Consultant
11 4 (4.40%) Insight Manager
Libraries, Frameworks & Software Standards
1 6 (6.59%) Natural Language Processing
1 6 (6.59%) Web Services
2 5 (5.49%) D3.js
2 5 (5.49%) Pandas
3 4 (4.40%) Bokeh
4 3 (3.30%) Kafka
5 2 (2.20%) Matplotlib
5 2 (2.20%) Seaborn
5 2 (2.20%) TensorFlow
6 1 (1.10%) ATL
6 1 (1.10%) CSS
6 1 (1.10%) HTML
6 1 (1.10%) scikit-learn
Miscellaneous
1 42 (46.15%) Analytical Skills
2 33 (36.26%) Algorithms
3 13 (14.29%) Computer Science
4 9 (9.89%) Credit Risk
5 5 (5.49%) Greenfield Project
6 3 (3.30%) Management Information System
7 2 (2.20%) Digital Media
7 2 (2.20%) Mobile App
7 2 (2.20%) Self-Motivation
7 2 (2.20%) User Experience
8 1 (1.10%) Analytical Mindset
8 1 (1.10%) Blog
8 1 (1.10%) Online Games
8 1 (1.10%) Social Media
8 1 (1.10%) Social Network
8 1 (1.10%) SWIFT
Processes & Methodologies
1 53 (58.24%) Analytics
2 41 (45.05%) Data Science
3 38 (41.76%) Machine Learning
4 29 (31.87%) Statistics
5 28 (30.77%) E-Commerce
6 27 (29.67%) CRM
6 27 (29.67%) Mathematics
7 23 (25.27%) Statistical Analysis
8 21 (23.08%) Actionable Insight
8 21 (23.08%) Data Analysis
9 19 (20.88%) Business Intelligence
9 19 (20.88%) Personalization
10 18 (19.78%) Logistic Regression
10 18 (19.78%) Web Analytics
11 15 (16.48%) Agile Software Development
12 14 (15.38%) A/B Testing
12 14 (15.38%) ETL
12 14 (15.38%) Neural Network
12 14 (15.38%) Visualisation
13 11 (12.09%) Predictive Modelling
Programming Languages
1 49 (53.85%) R
2 45 (49.45%) Python
3 40 (43.96%) SQL
4 11 (12.09%) MATLAB
5 8 (8.79%) Scala
6 4 (4.40%) T-SQL
7 3 (3.30%) Java
8 2 (2.20%) PL/SQL
8 2 (2.20%) VB
9 1 (1.10%) C
9 1 (1.10%) C#
9 1 (1.10%) C++
9 1 (1.10%) JavaScript
9 1 (1.10%) Perl
Qualifications
1 22 (24.18%) Degree
2 14 (15.38%) Numerate Degree
3 11 (12.09%) PhD
4 1 (1.10%) ACCA
4 1 (1.10%) Computer Science Degree
4 1 (1.10%) Master's Degree
Quality Assurance & Compliance
1 6 (6.59%) QA
2 3 (3.30%) Data Quality
3 1 (1.10%) GDPR
Systems Management
1 1 (1.10%) EMC NetWorker
Vendors
1 12 (13.19%) Adobe
1 12 (13.19%) Tableau
2 10 (10.99%) Google
2 10 (10.99%) Oracle
3 7 (7.69%) IBM
4 6 (6.59%) Capita
4 6 (6.59%) Microsoft
5 5 (5.49%) hybris
5 5 (5.49%) Reuters
6 4 (4.40%) Talend
7 3 (3.30%) Salesforce.com
7 3 (3.30%) SAP
8 2 (2.20%) Cognos
8 2 (2.20%) Informatica
8 2 (2.20%) MicroStrategy
8 2 (2.20%) Netezza
8 2 (2.20%) Omniture
8 2 (2.20%) Sybase
8 2 (2.20%) Teradata
9 1 (1.10%) Marketo