Period
to 17 October 2018

The following table provides summary statistics for contract job vacancies advertised in Sheffield with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 17 October 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Analytics
South Yorkshire > Sheffield
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 28 45 59
Rank change year-on-year +17 +14 -28
Contract jobs citing Analytics 26 20 15
As % of all contract IT jobs advertised in Sheffield 4.36% 3.19% 1.68%
As % of the Processes & Methodologies category 5.06% 3.75% 2.06%
Number of daily rates quoted 23 28 10
Sheffield median daily rate £475 £610 £400
Median daily rate % change year-on-year -22.13% +52.50% -20.00%
10th Percentile £193 £410 £398
90th Percentile £788 £755 £520
South Yorkshire median daily rate £450 £610 £400
% change year-on-year -26.23% +52.50% -20.00%
Number of hourly rates quoted 0 0 0
Sheffield median hourly rate - - -
South Yorkshire median hourly rate - - -

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Sheffield with a requirement for process or methodology skills.

All Process and Methodology Skills
Sheffield
Contract vacancies with a requirement for process or methodology skills 514 534 729
As % of all contract IT jobs advertised in Sheffield 86.10% 85.30% 81.45%
Number of daily rates quoted 323 289 512
Sheffield median daily rate £415 £425 £425
Median daily rate % change year-on-year -2.35% - +6.25%
10th Percentile £213 £213 £305
90th Percentile £550 £602 £575
South Yorkshire median daily rate £413 £425 £425
% change year-on-year -2.94% - +13.33%
Number of hourly rates quoted 18 8 14
Sheffield median hourly rate £15.21 £21.70 £27.50
Median hourly rate % change year-on-year -29.90% -21.08% +120.00%
10th Percentile £9.31 £10.79 £12.10
90th Percentile £25.72 £40.99 £49.25
South Yorkshire median hourly rate £15.00 £16.29 £22.50
% change year-on-year -7.92% -27.60% +62.16%

Analytics
Job Vacancy Trend in Sheffield

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

Job vacancy trend for Analytics in Sheffield

Analytics
Contractor Daily Rate Trend in Sheffield

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytics in Sheffield.

Contractor daily rate trend for Analytics in Sheffield

Analytics
Contractor Daily Rate Histogram in Sheffield

The daily rate distribution of IT jobs citing Analytics in Sheffield over the 6 months to 17 October 2018.

Contractor daily rate histogram for Analytics in Sheffield

For the 6 months to 17 October 2018, IT contractor jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Sheffield region with a requirement for Analytics.

1 16 (61.54%) Python
2 15 (57.69%) SQL
3 14 (53.85%) Hadoop
4 13 (50.00%) Finance
4 13 (50.00%) Analytical Skills
5 11 (42.31%) R
5 11 (42.31%) Risk Analytics
6 10 (38.46%) Visualisation
6 10 (38.46%) SAS
7 9 (34.62%) Data Visualisation
7 9 (34.62%) Tableau
8 8 (30.77%) Infrastructure Management
8 8 (30.77%) Teradata
8 8 (30.77%) Data Analysis
8 8 (30.77%) Datameer
9 7 (26.92%) Agile Software Development
9 7 (26.92%) Spotfire
9 7 (26.92%) QlikView
10 6 (23.08%) Unix
11 5 (19.23%) JIRA
11 5 (19.23%) Jenkins
11 5 (19.23%) Big Data
11 5 (19.23%) Metadata Management
11 5 (19.23%) DevOps
11 5 (19.23%) Anti-Money Laundering
11 5 (19.23%) Data Science
12 4 (15.38%) Google Cloud Platform
12 4 (15.38%) Data Quality
12 4 (15.38%) Confluence
12 4 (15.38%) Shell Script

Analytics
Co-occurring IT Skills in Sheffield 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 10 (38.46%) SAS
2 4 (15.38%) Confluence
3 1 (3.85%) Apache
3 1 (3.85%) Apache Spark
3 1 (3.85%) SharePoint
Applications
1 3 (11.54%) Microsoft Excel
Cloud Services
1 4 (15.38%) Google Cloud Platform
2 2 (7.69%) Amazon AWS
2 2 (7.69%) GitHub
Communications & Networking
1 3 (11.54%) SMS
2 1 (3.85%) HTTP
2 1 (3.85%) VPN
Database & Business Intelligence
1 14 (53.85%) Hadoop
2 7 (26.92%) QlikView
2 7 (26.92%) Spotfire
3 5 (19.23%) Big Data
4 4 (15.38%) Data Warehouse
5 3 (11.54%) Data Lake
5 3 (11.54%) Enterprise Data Warehouse
5 3 (11.54%) HBase
5 3 (11.54%) MongoDB
5 3 (11.54%) PostgreSQL
6 2 (7.69%) Apache Hive
6 2 (7.69%) BigQuery
6 2 (7.69%) BusinessObjects
6 2 (7.69%) Pentaho
7 1 (3.85%) Apache Cassandra
7 1 (3.85%) Bigtable
7 1 (3.85%) NoSQL
7 1 (3.85%) SQL Server
7 1 (3.85%) SQL Server Integration Services
7 1 (3.85%) Sqoop
Development Applications
1 5 (19.23%) Jenkins
1 5 (19.23%) JIRA
2 2 (7.69%) Atlassian Bamboo
2 2 (7.69%) Bitbucket
2 2 (7.69%) ERwin
3 1 (3.85%) Git (software)
3 1 (3.85%) Sonatype Nexus
General
1 13 (50.00%) Finance
2 1 (3.85%) Banking
Job Titles
1 12 (46.15%) Analyst
2 11 (42.31%) Data Analyst
3 5 (19.23%) Developer
4 3 (11.54%) Architect
4 3 (11.54%) Data Architect
4 3 (11.54%) Senior Analyst
5 2 (7.69%) Lead Architect
5 2 (7.69%) Lead Data Architect
5 2 (7.69%) NHS Data Analyst
5 2 (7.69%) Senior Data Analyst
6 1 (3.85%) Data Scientist
6 1 (3.85%) Java Analyst Developer
6 1 (3.85%) Portfolio Manager
6 1 (3.85%) Ruby Developer
6 1 (3.85%) Ruby on Rails Developer
6 1 (3.85%) Senior Analyst Developer
6 1 (3.85%) Senior Architect
6 1 (3.85%) Senior Data Architect
6 1 (3.85%) Senior Java Developer
6 1 (3.85%) Storage Manager
Libraries, Frameworks & Software Standards
1 2 (7.69%) Anaconda
1 2 (7.69%) Ruby on Rails
2 1 (3.85%) JSON
2 1 (3.85%) Kafka
2 1 (3.85%) Natural Language Processing
Miscellaneous
1 13 (50.00%) Analytical Skills
2 3 (11.54%) Management Information System
2 3 (11.54%) NHS
3 1 (3.85%) Algorithms
3 1 (3.85%) Blog
3 1 (3.85%) Greenfield Project
3 1 (3.85%) Virtual Team
Operating Systems
1 6 (23.08%) Unix
2 4 (15.38%) Linux
3 2 (7.69%) Windows
4 1 (3.85%) Mac OS X
Processes & Methodologies
1 11 (42.31%) Risk Analytics
2 10 (38.46%) Visualisation
3 9 (34.62%) Data Visualisation
4 8 (30.77%) Data Analysis
4 8 (30.77%) Infrastructure Management
5 7 (26.92%) Agile Software Development
6 5 (19.23%) Anti-Money Laundering
6 5 (19.23%) Data Science
6 5 (19.23%) DevOps
6 5 (19.23%) Metadata Management
7 4 (15.38%) Business Intelligence
8 3 (11.54%) Data Analytics
8 3 (11.54%) Data Governance
8 3 (11.54%) Data Management
8 3 (11.54%) Data Modelling
8 3 (11.54%) Data Security
8 3 (11.54%) Reverse Engineering
8 3 (11.54%) Spend Analysis
9 2 (7.69%) Prototyping
9 2 (7.69%) SFIA
Programming Languages
1 16 (61.54%) Python
2 15 (57.69%) SQL
3 11 (42.31%) R
4 4 (15.38%) Shell Script
5 3 (11.54%) VB
6 2 (7.69%) Bash Shell
6 2 (7.69%) Java
6 2 (7.69%) Ruby
7 1 (3.85%) MATLAB
7 1 (3.85%) T-SQL
Qualifications
1 1 (3.85%) Degree
1 1 (3.85%) PhD
Quality Assurance & Compliance
1 4 (15.38%) Data Quality
2 3 (11.54%) QA
3 1 (3.85%) PMO
System Software
1 1 (3.85%) Apache Flume
1 1 (3.85%) Docker
Systems Management
1 1 (3.85%) Ansible
1 1 (3.85%) Kubernetes
1 1 (3.85%) Terraform
Vendors
1 9 (34.62%) Tableau
2 8 (30.77%) Datameer
2 8 (30.77%) Teradata
3 2 (7.69%) CA
3 2 (7.69%) Google
3 2 (7.69%) Informatica
3 2 (7.69%) Oracle
4 1 (3.85%) Ab Initio
4 1 (3.85%) Cognos
4 1 (3.85%) Hortonworks
4 1 (3.85%) Microsoft
4 1 (3.85%) SaltStack