Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Customer Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Customer Analytics over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Customer Analytics
England > London
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 783 806 803
Rank change year-on-year +23 -3 +49
Permanent jobs citing Customer Analytics 55 36 114
As % of all permanent IT jobs advertised in London 0.073% 0.047% 0.13%
As % of the Processes & Methodologies category 0.080% 0.052% 0.14%
Number of salaries quoted 53 34 99
London median annual salary £55,000 £80,000 £55,000
Median salary % change year-on-year -31.25% +45.45% -16.98%
10th Percentile £36,950 £37,500 £31,250
90th Percentile £77,500 £94,625 £75,000
England median annual salary £45,000 £67,500 £55,000
% change year-on-year -33.33% +22.73% -15.38%

Customer Analytics 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 London with a requirement for process or methodology skills.

All Process and Methodology Skills
London
Permanent vacancies with a requirement for process or methodology skills 68735 68760 79859
As % of all permanent IT jobs advertised in London 91.61% 90.69% 89.57%
Number of salaries quoted 52944 59134 67322
London median annual salary £60,000 £58,500 £55,000
Median salary % change year-on-year +2.56% +6.36% -
10th Percentile £35,000 £33,750 £33,173
90th Percentile £90,000 £88,750 £86,250
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Customer Analytics
Job Vacancy Trend in London

Job postings citing Customer Analytics as a percentage of all IT jobs advertised in London.

Job vacancy trend for Customer Analytics in London

Customer Analytics
Salary Trend in London

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

Salary trend for Customer Analytics in London

Customer Analytics
Salary Histogram in London

The salary distribution of IT jobs citing Customer Analytics in London over the 6 months to 24 November 2017.

Salary histogram for Customer Analytics in London

Customer Analytics
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Customer Analytics within the London region over the 6 months to 24 November 2017. 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
West London +8 7 £70,000 -12.50% 1
Central London +18 3 £43,500 +8.75% 1
Customer Analytics
England

For the 6 months to 24 November 2017, IT jobs citing Customer Analytics also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the London region with a requirement for Customer Analytics.

1 55 (100.00%) Analytics
2 36 (65.45%) Python
3 32 (58.18%) Analytical Skills
4 27 (49.09%) Marketing
5 21 (38.18%) R
6 20 (36.36%) Actionable Insight
7 18 (32.73%) SQL
8 16 (29.09%) SAS
8 16 (29.09%) Finance
9 14 (25.45%) Machine Learning
10 13 (23.64%) Actionable Recommendations
10 13 (23.64%) Global Marketing
11 12 (21.82%) Digital Analytics
11 12 (21.82%) Predictive Modelling
11 12 (21.82%) Adobe
12 11 (20.00%) Degree
12 11 (20.00%) Google
12 11 (20.00%) Customer Insight
13 10 (18.18%) Statistical Modelling
13 10 (18.18%) Digital Marketing
13 10 (18.18%) Algorithms
14 9 (16.36%) Amazon AWS
14 9 (16.36%) Retail
14 9 (16.36%) Agile Software Development
14 9 (16.36%) Web Services
15 8 (14.55%) SPSS
15 8 (14.55%) Hadoop
15 8 (14.55%) Mathematics
15 8 (14.55%) Apache Spark
15 8 (14.55%) Jupyter

Customer Analytics
Co-occurring IT Skills in London 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 16 (29.09%) SAS
2 8 (14.55%) Apache Spark
2 8 (14.55%) Jupyter
3 4 (7.27%) Adobe Experience Manager
4 1 (1.82%) CMS
Applications
1 8 (14.55%) SPSS
2 4 (7.27%) EViews
2 4 (7.27%) Fireworks
2 4 (7.27%) InVision
2 4 (7.27%) Photoshop
3 2 (3.64%) Gephi
4 1 (1.82%) Microsoft Excel
4 1 (1.82%) Microsoft PowerPoint
Business Applications
1 1 (1.82%) Adobe Campaign
1 1 (1.82%) Cognos Business Intelligence
Cloud Services
1 9 (16.36%) Amazon AWS
2 6 (10.91%) Azure Machine Learning
2 6 (10.91%) Microsoft Azure
3 3 (5.45%) Google Cloud Platform
4 1 (1.82%) Adobe Analytics
4 1 (1.82%) Flurry Analytics
4 1 (1.82%) Google Analytics
4 1 (1.82%) SaaS
Database & Business Intelligence
1 8 (14.55%) Hadoop
2 6 (10.91%) Data Mining
3 5 (9.09%) Big Data
3 5 (9.09%) Impala
3 5 (9.09%) Text Mining
4 3 (5.45%) Apache Cassandra
4 3 (5.45%) Apache Hive
4 3 (5.45%) HBase
4 3 (5.45%) MongoDB
4 3 (5.45%) Neo4j
5 1 (1.82%) Base SAS
5 1 (1.82%) BusinessObjects
5 1 (1.82%) Cognos Report Studio
5 1 (1.82%) OLAP
5 1 (1.82%) Oracle OLAP
5 1 (1.82%) QlikView
5 1 (1.82%) SAS Data Integration Studio
5 1 (1.82%) SAS Enterprise Guide
Development Applications
1 4 (7.27%) Axure RP
General
1 27 (49.09%) Marketing
2 16 (29.09%) Finance
3 9 (16.36%) Retail
4 2 (3.64%) Games
5 1 (1.82%) Banking
5 1 (1.82%) French Language
5 1 (1.82%) Telecoms
Job Titles
1 15 (27.27%) Consultant
2 14 (25.45%) Analyst
2 14 (25.45%) Data Scientist
3 7 (12.73%) Analytics Consultant
3 7 (12.73%) Customer Analyst
4 6 (10.91%) Data Consultant
5 5 (9.09%) Data Analyst
6 4 (7.27%) Designer
6 4 (7.27%) Digital Analytics Consultant
6 4 (7.27%) Machine Learning Scientist
6 4 (7.27%) Principal Consultant
6 4 (7.27%) Senior Designer
6 4 (7.27%) Senior UX Designer
6 4 (7.27%) UX Designer
7 3 (5.45%) Junior
7 3 (5.45%) Junior Data Scientist
7 3 (5.45%) Product Manager
7 3 (5.45%) Senior Consultant
8 2 (3.64%) Digital Product Manager
8 2 (3.64%) Senior Analyst
Libraries, Frameworks & Software Standards
1 9 (16.36%) Web Services
2 4 (7.27%) Ajax
3 3 (5.45%) Natural Language Processing
4 2 (3.64%) D3.js
5 1 (1.82%) CSS
5 1 (1.82%) HTML
5 1 (1.82%) jQuery
5 1 (1.82%) Node.js
5 1 (1.82%) React
5 1 (1.82%) Sass
5 1 (1.82%) Twitter Bootstrap
Miscellaneous
1 32 (58.18%) Analytical Skills
2 10 (18.18%) Algorithms
3 7 (12.73%) Computer Science
4 5 (9.09%) Social Media
4 5 (9.09%) User Experience
5 4 (7.27%) FMCG
5 4 (7.27%) Greenfield Project
6 3 (5.45%) Fintech
7 1 (1.82%) Blog
7 1 (1.82%) Clustering
7 1 (1.82%) Credit Risk
7 1 (1.82%) Digital Media
7 1 (1.82%) Foreign Exchange (FX)
7 1 (1.82%) Mobile Payment
Operating Systems
1 1 (1.82%) Android
1 1 (1.82%) Apple iOS
1 1 (1.82%) Unix
Processes & Methodologies
1 55 (100.00%) Analytics
2 20 (36.36%) Actionable Insight
3 14 (25.45%) Machine Learning
4 13 (23.64%) Global Marketing
5 12 (21.82%) Digital Analytics
5 12 (21.82%) Predictive Modelling
6 11 (20.00%) Customer Insight
7 10 (18.18%) Digital Marketing
7 10 (18.18%) Statistical Modelling
8 9 (16.36%) Agile Software Development
9 8 (14.55%) Mathematics
10 7 (12.73%) A/B Testing
10 7 (12.73%) Exploratory Analysis
11 6 (10.91%) Statistical Analysis
11 6 (10.91%) Tag Management
12 5 (9.09%) CRM
12 5 (9.09%) Neural Network
12 5 (9.09%) Project Management
12 5 (9.09%) Statistics
12 5 (9.09%) Visualisation
Programming Languages
1 36 (65.45%) Python
2 21 (38.18%) R
3 18 (32.73%) SQL
4 5 (9.09%) C++
4 5 (9.09%) Java
5 4 (7.27%) MATLAB
6 2 (3.64%) C#
7 1 (1.82%) JavaScript
7 1 (1.82%) PHP
Qualifications
1 11 (20.00%) Degree
2 5 (9.09%) Computer Science Degree
3 2 (3.64%) Numerate Degree
Quality Assurance & Compliance
1 13 (23.64%) Actionable Recommendations
2 1 (1.82%) Data Quality
Vendors
1 12 (21.82%) Adobe
2 11 (20.00%) Google
3 4 (7.27%) Tableau
4 3 (5.45%) IBM
5 2 (3.64%) Cognos
6 1 (1.82%) comScore
6 1 (1.82%) Hitwise
6 1 (1.82%) Informatica
6 1 (1.82%) Oracle
6 1 (1.82%) Salesforce.com
6 1 (1.82%) SAP
6 1 (1.82%) Teradata