Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for Statistics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Statistics over the 6 months to 21 November 2017 with a comparison to the same period in the previous 2 years.

Statistics
Central London > City of London
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 221 209 241
Rank change year-on-year -12 +32 -15
Permanent jobs citing Statistics 103 144 183
As % of all permanent IT jobs advertised in the City of London 1.00% 1.24% 1.08%
As % of the Processes & Methodologies category 1.11% 1.39% 1.21%
Number of salaries quoted 94 125 143
City of London median annual salary £65,000 £52,500 £50,000
Median salary % change year-on-year +23.81% +5.00% -
10th Percentile £32,750 £33,750 £30,650
90th Percentile £112,125 £115,000 £86,250
Central London median annual salary £60,000 £52,500 £50,000
% change year-on-year +14.29% +5.00% -

Statistics 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 the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Permanent vacancies with a requirement for process or methodology skills 9247 10392 15168
As % of all permanent IT jobs advertised in the City of London 90.08% 89.44% 89.12%
Number of salaries quoted 8347 9474 13149
City of London median annual salary £60,000 £60,000 £57,500
Median salary % change year-on-year - +4.35% +4.55%
10th Percentile £36,250 £35,000 £33,750
90th Percentile £93,750 £90,000 £87,500
Central London median annual salary £60,000 £57,500 £57,500
% change year-on-year +4.35% - +4.55%

Statistics
Job Vacancy Trend in the City of London

Job postings citing Statistics as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Statistics in the City of London

Statistics
Salary Trend in the City of London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Statistics in the City of London.

Salary trend for Statistics in the City of London

Statistics
Salary Histogram in the City of London

The salary distribution of IT jobs citing Statistics in the City of London over the 6 months to 21 November 2017.

Salary histogram for Statistics in the City of London

Statistics
Job Locations in the City of London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Statistics within the City of London region over the 6 months to 21 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
Moorgate +6 4 £90,000 +200.00%
Statistics
Central London

For the 6 months to 21 November 2017, IT jobs citing Statistics 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 City of London region with a requirement for Statistics.

1 55 (53.40%) Python
2 53 (51.46%) Degree
3 52 (50.49%) Finance
4 47 (45.63%) Mathematics
5 45 (43.69%) SQL
6 43 (41.75%) Machine Learning
7 37 (35.92%) Analytics
8 33 (32.04%) Hadoop
9 32 (31.07%) Computer Science
10 30 (29.13%) Apache Spark
11 28 (27.18%) Java
12 27 (26.21%) R
13 26 (25.24%) Algorithms
14 25 (24.27%) Big Data
14 25 (24.27%) PhD
15 20 (19.42%) C++
15 20 (19.42%) Analytical Skills
16 17 (16.50%) Microsoft Excel
17 16 (15.53%) Business Intelligence
17 16 (15.53%) Agile Software Development
18 15 (14.56%) Tableau
18 15 (14.56%) MATLAB
19 14 (13.59%) SAS
19 14 (13.59%) NumPy
19 14 (13.59%) Visualisation
20 13 (12.62%) Scala
20 13 (12.62%) Data Analytics
20 13 (12.62%) Master's Degree
21 12 (11.65%) Numerate Degree
21 12 (11.65%) Deep Learning

Statistics
Co-occurring IT Skills in the City of 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 30 (29.13%) Apache Spark
2 14 (13.59%) SAS
3 8 (7.77%) Apache Pig
4 4 (3.88%) Apache
5 1 (0.97%) Apache Airflow
5 1 (0.97%) Jupyter
5 1 (0.97%) OpenStack
5 1 (0.97%) Oracle Workflow
Applications
1 17 (16.50%) Microsoft Excel
2 9 (8.74%) SPSS
3 3 (2.91%) Microsoft Office
4 1 (0.97%) HipChat
4 1 (0.97%) MS Visio
Business Applications
1 3 (2.91%) Dynamics CRM
Cloud Services
1 10 (9.71%) Amazon AWS
2 4 (3.88%) Microsoft Azure
3 1 (0.97%) Amazon Kinesis
3 1 (0.97%) Azure Machine Learning
3 1 (0.97%) OpenShift
3 1 (0.97%) SaaS
Communications & Networking
1 6 (5.83%) Firewall
1 6 (5.83%) LAN
1 6 (5.83%) WAN
1 6 (5.83%) Wireless
2 5 (4.85%) Internet
2 5 (4.85%) Intranet
2 5 (4.85%) Network Security
3 4 (3.88%) Cisco ASA
3 4 (3.88%) Cisco ISE
3 4 (3.88%) Cisco Wireless
3 4 (3.88%) IP Telephony
3 4 (3.88%) WLAN
4 2 (1.94%) Broadband
5 1 (0.97%) DWDM
5 1 (0.97%) MPLS
5 1 (0.97%) TCP/IP
5 1 (0.97%) Unified Communications
5 1 (0.97%) VoIP
5 1 (0.97%) VPN
Database & Business Intelligence
1 33 (32.04%) Hadoop
2 25 (24.27%) Big Data
3 12 (11.65%) Apache Hive
3 12 (11.65%) Data Mining
4 8 (7.77%) Amazon Redshift
4 8 (7.77%) SQL Server
5 6 (5.83%) MongoDB
5 6 (5.83%) NoSQL
5 6 (5.83%) Relational Database
6 5 (4.85%) Power BI
7 4 (3.88%) Flink
7 4 (3.88%) QlikView
7 4 (3.88%) Spotfire
8 3 (2.91%) Apache Cassandra
8 3 (2.91%) Data Warehouse
8 3 (2.91%) MySQL
9 2 (1.94%) Impala
9 2 (1.94%) PostgreSQL
9 2 (1.94%) SAS EBI
9 2 (1.94%) SQL Server 2012
Development Applications
1 6 (5.83%) HP UFT
1 6 (5.83%) SpecFlow
2 3 (2.91%) Git (software)
3 2 (1.94%) JIRA
4 1 (0.97%) Balsamiq Mockups
4 1 (0.97%) Bitbucket
4 1 (0.97%) Jenkins
4 1 (0.97%) Maven
General
1 52 (50.49%) Finance
2 10 (9.71%) Banking
3 9 (8.74%) Retail
4 8 (7.77%) Front Office
5 7 (6.80%) Advertising
6 6 (5.83%) Marketing
7 5 (4.85%) Back Office
8 4 (3.88%) Games
9 2 (1.94%) International Banking
10 1 (0.97%) Telecoms
Job Titles
1 28 (27.18%) Data Scientist
2 20 (19.42%) Analyst
3 15 (14.56%) Developer
4 7 (6.80%) Network Engineer
5 6 (5.83%) Graduate
5 6 (5.83%) Quantitative Developer
5 6 (5.83%) Test Analyst
6 5 (4.85%) Graduate Developer
6 5 (4.85%) Junior
6 5 (4.85%) Senior Data Scientist
7 4 (3.88%) Data Manager
7 4 (3.88%) Senior Network Engineer
7 4 (3.88%) SQL Analyst
8 3 (2.91%) Data Analyst
8 3 (2.91%) Financial Analyst
8 3 (2.91%) Graduate Software Developer
8 3 (2.91%) Python Developer
8 3 (2.91%) Quantitative Analyst
8 3 (2.91%) Software Developer
8 3 (2.91%) Software Engineer
Libraries, Frameworks & Software Standards
1 14 (13.59%) NumPy
2 12 (11.65%) Pandas
3 8 (7.77%) scikit-learn
4 7 (6.80%) TensorFlow
5 6 (5.83%) ggplot2
5 6 (5.83%) Gherkin
6 5 (4.85%) Kafka
7 4 (3.88%) GraphX
7 4 (3.88%) MLlib
7 4 (3.88%) Web Services
8 3 (2.91%) Natural Language Processing
8 3 (2.91%) PySpark
8 3 (2.91%) SciPy
8 3 (2.91%) Theano
8 3 (2.91%) Torch
9 2 (1.94%) CSS
9 2 (1.94%) HTML
9 2 (1.94%) Keras
9 2 (1.94%) LAPP Stack
9 2 (1.94%) Symfony
Miscellaneous
1 32 (31.07%) Computer Science
2 26 (25.24%) Algorithms
3 20 (19.42%) Analytical Skills
4 6 (5.83%) Fintech
5 5 (4.85%) Data Structures
5 5 (4.85%) Derivative
5 5 (4.85%) Equities
5 5 (4.85%) Foreign Exchange (FX)
5 5 (4.85%) Swaptions
5 5 (4.85%) Video Conferencing
6 3 (2.91%) Hedge funds
6 3 (2.91%) User Experience
7 2 (1.94%) Linux Command Line
7 2 (1.94%) Management Information System
8 1 (0.97%) Data Centre
8 1 (0.97%) Fixed Income
8 1 (0.97%) Greenfield Project
8 1 (0.97%) N-Tier
8 1 (0.97%) Private Cloud
8 1 (0.97%) Social Gaming
Operating Systems
1 5 (4.85%) Linux
2 2 (1.94%) Windows
3 1 (0.97%) Android
3 1 (0.97%) Windows Server
Processes & Methodologies
1 47 (45.63%) Mathematics
2 43 (41.75%) Machine Learning
3 37 (35.92%) Analytics
4 16 (15.53%) Agile Software Development
4 16 (15.53%) Business Intelligence
5 14 (13.59%) Visualisation
6 13 (12.62%) Data Analytics
7 12 (11.65%) Deep Learning
7 12 (11.65%) Economics
8 11 (10.68%) Data Analysis
8 11 (10.68%) Physics
8 11 (10.68%) Predictive Modelling
9 9 (8.74%) Artificial Intelligence
9 9 (8.74%) Predictive Analytics
9 9 (8.74%) Unit Testing
10 8 (7.77%) Test Automation
11 7 (6.80%) Data Modelling
11 7 (6.80%) Monte Carlo Method
11 7 (6.80%) Stakeholder Management
11 7 (6.80%) Trend Analysis
Programming Languages
1 55 (53.40%) Python
2 45 (43.69%) SQL
3 28 (27.18%) Java
4 27 (26.21%) R
5 20 (19.42%) C++
6 15 (14.56%) MATLAB
7 13 (12.62%) Scala
8 11 (10.68%) C
9 10 (9.71%) VBA
10 4 (3.88%) JavaScript
11 3 (2.91%) Fortran
11 3 (2.91%) Julia
12 2 (1.94%) PHP
12 2 (1.94%) PHP 7
12 2 (1.94%) T-SQL
13 1 (0.97%) C#
13 1 (0.97%) Go
13 1 (0.97%) HiveQL
13 1 (0.97%) VB
Qualifications
1 53 (51.46%) Degree
2 25 (24.27%) PhD
3 13 (12.62%) Master's Degree
4 12 (11.65%) Numerate Degree
5 6 (5.83%) ISEB
5 6 (5.83%) ISTQB
6 5 (4.85%) CCIE
6 5 (4.85%) CCNP
6 5 (4.85%) Cisco Certification
6 5 (4.85%) Computer Science Degree
7 1 (0.97%) DV Cleared
7 1 (0.97%) MCSA
7 1 (0.97%) MCSE
7 1 (0.97%) Microsoft Certification
7 1 (0.97%) Postgraduate
7 1 (0.97%) SC Cleared
7 1 (0.97%) Security Cleared
Quality Assurance & Compliance
1 3 (2.91%) FATCA
System Software
1 4 (3.88%) Docker
2 2 (1.94%) HDFS
3 1 (0.97%) Active Directory
3 1 (0.97%) vSphere
Systems Management
1 1 (0.97%) Ansible
1 1 (0.97%) FortiGate
1 1 (0.97%) Grafana
1 1 (0.97%) Hadoop YARN
1 1 (0.97%) logstash
1 1 (0.97%) Prometheus
Vendors
1 15 (14.56%) Tableau
2 9 (8.74%) Microsoft
3 4 (3.88%) Avaya
3 4 (3.88%) Cisco
3 4 (3.88%) Nortel
3 4 (3.88%) SolarWinds
3 4 (3.88%) Tandberg
4 3 (2.91%) Oracle
5 2 (1.94%) Minitab
6 1 (0.97%) Capita
6 1 (0.97%) CheckPoint
6 1 (0.97%) Citrix
6 1 (0.97%) Google
6 1 (0.97%) HP
6 1 (0.97%) IBM
6 1 (0.97%) Meraki
6 1 (0.97%) MicroStrategy
6 1 (0.97%) ProCurve
6 1 (0.97%) RedGate
6 1 (0.97%) Vertica