Analytics Jobs in Cheshire

The following table provides summary statistics for permanent job vacancies advertised in Cheshire with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Analytics North West / Cheshire
Location	3 months to 25 Jun 2017	Same period 2016	Same period 2015
Rank	76	46	74
Rank change year-on-year	-30	+28
Permanent jobs citing Analytics	41	40	54
As % of all permanent IT jobs advertised in Cheshire	2.84%	4.20%	3.15%
As % of the Processes & Methodologies category	3.24%	4.91%	3.46%
Number of salaries quoted	27	35	33
Median salary	£40,000	£35,000	£40,000
Median salary % change year-on-year	+14.28%	-12.50%
90% offered a salary of more than	£30,900	£28,100	£31,300
10% offered a salary of more than	£80,000	£42,500	£62,000
UK excluding London median salary	£47,000	£45,000	£42,500
% change year-on-year	+4.44%	+5.88%

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Cheshire with a requirement for process and methodology skills.

Process & Methodology Skills Cheshire
Permanent job vacancies with a requirement for process and methodology skills	1267	814	1559
As % of all permanent IT job vacancies advertised in Cheshire	87.68%	85.41%	90.85%
Number of salaries quoted	928	700	1232
Median salary	£42,500	£37,500	£40,000
Median salary % change year-on-year	+13.33%	-6.25%
90% offered a salary of more than	£29,400	£25,000	£27,500
10% offered a salary of more than	£60,000	£60,000	£55,500
UK excluding London median salary	£45,000	£45,000	£44,000
% change year-on-year	-	+2.27%

Analytics
Job Vacancy Trend in Cheshire

The job posting trend of jobs advertised in Cheshire citing Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Analytics in Cheshire

Analytics
Salary Trend in Cheshire

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

Analytics
Salary Histogram in Cheshire

The salary distribution of IT jobs citing Analytics in Cheshire over the 3 months to 25 June 2017.

Salary histogram for Analytics in Cheshire

Analytics
Job Locations in Cheshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytics within the Cheshire region over the 3 months to 25 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location	Rank Change on Same Period Last Year	Matching Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
Knutsford	-28	10	-	-	3
Warrington	-3	9	£40,000	-38.46%	1
Chester	-17	6	£45,000	+20.00%	2
Runcorn	-6	4	£27,500	+19.56%
Wilmslow	-	1	£35,000	-
Analytics North West

Analytics
Top 30 Co-occurring IT Skills in Cheshire

For the 6 months to 25 June 2017, IT jobs citing 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 Cheshire region with a requirement for Analytics.

1	41 (77.36%)	SQL
2	33 (62.26%)	Business Intelligence
3	19 (35.85%)	ETL
3	19 (35.85%)	Data Analytics
4	17 (32.08%)	SQL Server Reporting Services
5	16 (30.19%)	SQL Server
6	15 (28.30%)	Hadoop
7	14 (26.42%)	Data Warehouse
7	14 (26.42%)	Microsoft
8	13 (24.53%)	Finance
9	12 (22.64%)	SQL Server Integration Services
9	12 (22.64%)	Big Data
10	11 (20.75%)	T-SQL
11	10 (18.87%)	Risk Management
11	10 (18.87%)	Kafka

11	10 (18.87%)	Apache Spark
12	9 (16.98%)	Impala
12	9 (16.98%)	Big Data Analytics
12	9 (16.98%)	Apache Hive
12	9 (16.98%)	Degree
12	9 (16.98%)	Microsoft Excel
13	8 (15.09%)	Data Analysis
13	8 (15.09%)	Agile Software Development
13	8 (15.09%)	Data Management
13	8 (15.09%)	Tableau
13	8 (15.09%)	SQL Server 2012
14	7 (13.21%)	Mathematics
14	7 (13.21%)	Computer Science
14	7 (13.21%)	Banking
14	7 (13.21%)	Dynamics NAV

Analytics
Co-occurring IT Skills in Cheshire 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
Applications
Business Applications
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
Quality Assurance & Compliance
System Software
Vendors

Application Platforms
1	10 (18.87%)	Apache Spark
2	6 (11.32%)	SAS
3	5 (9.43%)	Apache Pig
4	2 (3.77%)	SharePoint
4	2 (3.77%)	SharePoint 2010
5	1 (1.89%)	CMS
5	1 (1.89%)	JBoss
5	1 (1.89%)	Sitefinity
5	1 (1.89%)	Tomcat
5	1 (1.89%)	WordPress

Applications
1	9 (16.98%)	Microsoft Excel
2	3 (5.66%)	Microsoft Office
2	3 (5.66%)	Microsoft PowerPoint
3	2 (3.77%)	SPSS

Business Applications
1	7 (13.21%)	Dynamics NAV
2	5 (9.43%)	Dynamics CRM
3	1 (1.89%)	Oracle Applications
3	1 (1.89%)	Sage 200

Cloud Services
1	5 (9.43%)	Amazon AWS
2	2 (3.77%)	Google Analytics
3	1 (1.89%)	AWS Lambda
3	1 (1.89%)	Cloud Computing
3	1 (1.89%)	Google Cloud Platform
3	1 (1.89%)	iPaaS

Communications & Networking
1	1 (1.89%)	Network Security
1	1 (1.89%)	SMS
1	1 (1.89%)	WebEx

Database & Business Intelligence
1	17 (32.08%)	SQL Server Reporting Services
2	16 (30.19%)	SQL Server
3	15 (28.30%)	Hadoop
4	14 (26.42%)	Data Warehouse
5	12 (22.64%)	Big Data
5	12 (22.64%)	SQL Server Integration Services
6	9 (16.98%)	Apache Hive
6	9 (16.98%)	Impala
7	8 (15.09%)	SQL Server 2012
8	6 (11.32%)	Crystal Reports
8	6 (11.32%)	Power BI
9	5 (9.43%)	Amazon DynamoDB
9	5 (9.43%)	Data Mining
9	5 (9.43%)	HBase
9	5 (9.43%)	NoSQL
9	5 (9.43%)	Spark SQL
10	4 (7.55%)	Enterprise Data Warehouse
10	4 (7.55%)	SQL Server Analysis Services
11	3 (5.66%)	QlikView
12	2 (3.77%)	MongoDB

Development Applications
1	6 (11.32%)	Talend Open Studio
2	2 (3.77%)	JIRA
2	2 (3.77%)	Team Foundation Server

General
1	13 (24.53%)	Finance
2	7 (13.21%)	Banking
3	6 (11.32%)	Legal
4	4 (7.55%)	Investment Banking
4	4 (7.55%)	Marketing
5	3 (5.66%)	Law
6	1 (1.89%)	Corporate Banking
6	1 (1.89%)	Financial Institution
6	1 (1.89%)	French Language
6	1 (1.89%)	Pharmaceutical
6	1 (1.89%)	Retail

Job Titles
1	22 (41.51%)	Analyst
2	14 (26.42%)	SQL Analyst
3	13 (24.53%)	Developer
4	10 (18.87%)	Business Intelligence Analyst
5	6 (11.32%)	Analytics Developer
5	6 (11.32%)	Business Developer
5	6 (11.32%)	Business Intelligence Developer
5	6 (11.32%)	Data Engineer
6	5 (9.43%)	SQL Data Analyst
7	4 (7.55%)	Analyst Developer
7	4 (7.55%)	SQL Developer
7	4 (7.55%)	Test Analyst
7	4 (7.55%)	Test Data Analyst
8	3 (5.66%)	Data Analyst
8	3 (5.66%)	Excel Analyst
8	3 (5.66%)	Report Analyst
8	3 (5.66%)	SQL BI Developer
8	3 (5.66%)	SQL Reporting Analyst
8	3 (5.66%)	SSRS Analyst
8	3 (5.66%)	SSRS Developer

Libraries, Frameworks & Software Standards
1	10 (18.87%)	Kafka
2	2 (3.77%)	.NET
3	1 (1.89%)	.NET Framework
3	1 (1.89%)	AngularJS
3	1 (1.89%)	ASP.NET
3	1 (1.89%)	D3.js
3	1 (1.89%)	Middleware
3	1 (1.89%)	RabbitMQ
3	1 (1.89%)	Spark Streaming
3	1 (1.89%)	Web Services
3	1 (1.89%)	XML
3	1 (1.89%)	XSD
3	1 (1.89%)	XSLT

Miscellaneous
1	7 (13.21%)	Computer Science
1	7 (13.21%)	Management Information System
2	6 (11.32%)	Analytical Skills
3	1 (1.89%)	Contactless
3	1 (1.89%)	Data Structures
3	1 (1.89%)	FMCG
3	1 (1.89%)	Mobile App
3	1 (1.89%)	PMI
3	1 (1.89%)	Social Media
3	1 (1.89%)	User Experience

Operating Systems
1	6 (11.32%)	Linux
1	6 (11.32%)	Unix
2	1 (1.89%)	AIX
2	1 (1.89%)	Windows

Processes & Methodologies
1	33 (62.26%)	Business Intelligence
2	19 (35.85%)	Data Analytics
2	19 (35.85%)	ETL
3	10 (18.87%)	Risk Management
4	9 (16.98%)	Big Data Analytics
5	8 (15.09%)	Agile Software Development
5	8 (15.09%)	Data Analysis
5	8 (15.09%)	Data Management
6	7 (13.21%)	CRM
6	7 (13.21%)	Mathematics
7	6 (11.32%)	Business Analytics
8	5 (9.43%)	Data Architecture
8	5 (9.43%)	MapReduce
8	5 (9.43%)	Service Delivery
8	5 (9.43%)	Stakeholder Management
8	5 (9.43%)	Statistics
9	4 (7.55%)	Logistic Regression
9	4 (7.55%)	Machine Learning
9	4 (7.55%)	Neural Network
9	4 (7.55%)	Wealth Management

Programming Languages
1	41 (77.36%)	SQL
2	11 (20.75%)	T-SQL
3	7 (13.21%)	Python
4	6 (11.32%)	R
4	6 (11.32%)	VBA
5	4 (7.55%)	Shell Script
6	3 (5.66%)	Java
7	1 (1.89%)	C
7	1 (1.89%)	C#
7	1 (1.89%)	C++
7	1 (1.89%)	Perl
7	1 (1.89%)	PHP
7	1 (1.89%)	PL/SQL
7	1 (1.89%)	VB

Qualifications
1	9 (16.98%)	Degree
2	2 (3.77%)	Computer Science Degree
3	1 (1.89%)	ACCA
3	1 (1.89%)	APMG
3	1 (1.89%)	CIMA
3	1 (1.89%)	CISM
3	1 (1.89%)	CISSP
3	1 (1.89%)	Numerate Degree
3	1 (1.89%)	PMI Certification
3	1 (1.89%)	PMP

Quality Assurance & Compliance
1	3 (5.66%)	Sarbanes-Oxley
2	1 (1.89%)	Data Quality
2	1 (1.89%)	PCI DSS
2	1 (1.89%)	PMBOK

System Software
1	5 (9.43%)	HDFS
2	1 (1.89%)	Apache Flume

Vendors
1	14 (26.42%)	Microsoft
2	8 (15.09%)	Tableau
3	6 (11.32%)	Cloudera
3	6 (11.32%)	Talend
4	5 (9.43%)	Alteryx
5	3 (5.66%)	Google
6	1 (1.89%)	CA Agile Central
6	1 (1.89%)	Cognos
6	1 (1.89%)	Hortonworks
6	1 (1.89%)	IBM
6	1 (1.89%)	Informatica
6	1 (1.89%)	Oracle
6	1 (1.89%)	Sage
6	1 (1.89%)	Vertica