The table below looks at the statistics for Logistic Regression skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Logistic Regression over the 3 months to 3 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
Logistic Regression
Rank 856 874 836
Rank change year-on-year
+18 -38
Permanent jobs citing Logistic Regression 46 64 48
As % of all permanent IT jobs located in the UK 0.042% 0.054% 0.044%
As % of the Processes & Methodologies category 0.049% 0.066% 0.055%
Number of salaries quoted 35 56 45
Average salary £45,000 £49,000 £45,000
Average salary % change year-on-year
-8.16% +8.88%
90% offered a salary of more than £34,100 £35,000 £31,600
10% offered a salary of more than £73,000 £80,000 £70,000
UK excluding London average salary £36,500 £35,000 £36,250
% change year-on-year
+4.28% -3.44%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised across the UK.

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
93605 97685 87746
As % of all permanent IT jobs located in the UK 84.58% 82.72% 80.80%
Number of salaries quoted 76475 79074 72329
Average salary £50,000 £48,558 £45,500
Average salary % change year-on-year
+2.96% +6.72%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £71,500 £72,500
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +6.25%

Logistic Regression
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Logistic Regression within the UK as a proportion of the total demand within the Processes & Methodologies category.

Logistic Regression Jobs Demand Trend in the UK

Logistic Regression
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Logistic Regression within the UK.

Logistic Regression Salary Trend in the UK

Logistic Regression
Salary Histogram

This chart provides a salary histogram for IT jobs citing Logistic Regression over the 3 months to 3 July 2015 within the UK.

Logistic Regression Salary Histogram in the UK

Logistic Regression
Top 7 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Logistic Regression within the UK over the 3 months to 3 July 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +7 46 £45,000 -8.16% 7
London +11 36 £50,000 -9.09% 3
South East +16 10 £36,500 -19.78%
Hampshire - 9 £36,500 -
City of London +23 8 £32,500 -59.37%
Slough - 1 £85,000 -
Berkshire - 1 £85,000 -

Logistic Regression
Top 30 Related IT Skills

For the 6 months to 3 July 2015, IT jobs within the UK citing Logistic Regression also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Logistic Regression.

1 64 (75.29%) SQL
1 64 (75.29%) Analytics
2 55 (64.71%) SAS
3 51 (60.00%) Statistics
4 46 (54.12%) Marketing
5 45 (52.94%) Analytical Skills
6 44 (51.76%) Algorithms
7 43 (50.59%) Data Mining
8 40 (47.06%) Big Data
8 40 (47.06%) R
9 38 (44.71%) Python
9 38 (44.71%) Degree
10 35 (41.18%) Statistical Modelling
11 34 (40.00%) Data Modelling
12 33 (38.82%) Statistical Analysis
12 33 (38.82%) Mathematics
13 31 (36.47%) C++
14 30 (35.29%) Java
15 29 (34.12%) Neural Network
16 27 (31.76%) Hadoop
16 27 (31.76%) Predictive Modelling
17 26 (30.59%) Tableau
17 26 (30.59%) CHAID
18 23 (27.06%) Computer Science
18 23 (27.06%) Machine Learning
19 22 (25.88%) SPSS
19 22 (25.88%) C#
20 21 (24.71%) Economics
21 20 (23.53%) Data Analysis
21 20 (23.53%) Markov Chain

Logistic Regression
Top Related IT Skills by Category

For the 6 months to 3 July 2015, IT jobs within the UK citing Logistic Regression also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Logistic Regression. Up to 20 skills are shown per category.

Application Platforms
1 55 (64.71%) SAS
2 8 (9.41%) CMS
2 8 (9.41%) Apache Pig
3 7 (8.24%) Apache Spark
4 3 (3.53%) Elasticsearch
5 1 (1.18%) Apache Solr
5 1 (1.18%) Apache
Applications
1 22 (25.88%) SPSS
2 7 (8.24%) CPLEX
2 7 (8.24%) MS PowerPoint
2 7 (8.24%) MS Office
2 7 (8.24%) MS Excel
3 1 (1.18%) MS Visio
3 1 (1.18%) FastStats
Business Applications
1 2 (2.35%) WebTrends
Cloud Services
1 13 (15.29%) Google Analytics
2 2 (2.35%) Adobe Analytics
Communications & Networking
1 2 (2.35%) Broadband
Database & Business Intelligence
1 43 (50.59%) Data Mining
2 40 (47.06%) Big Data
3 27 (31.76%) Hadoop
4 16 (18.82%) QlikView
5 12 (14.12%) Relational Database
6 10 (11.76%) Apache Hive
7 6 (7.06%) SQL Server
8 5 (5.88%) Data Warehouse
8 5 (5.88%) NoSQL
9 4 (4.71%) MySQL
9 4 (4.71%) Base SAS
10 3 (3.53%) HBase
11 1 (1.18%) SAS Enterprise Miner
11 1 (1.18%) MongoDB
General
1 46 (54.12%) Marketing
2 16 (18.82%) Finance
3 13 (15.29%) Retail
4 7 (8.24%) Advertising
5 3 (3.53%) Telecoms
6 2 (2.35%) Aerospace
6 2 (2.35%) Automotive
6 2 (2.35%) Manufacturing
Job Titles
1 46 (54.12%) Data Scientist
2 26 (30.59%) Analyst
3 12 (14.12%) Data Analyst
4 10 (11.76%) Insight Analyst
5 4 (4.71%) Marketing Analyst
5 4 (4.71%) SQL Data Analyst
5 4 (4.71%) Data Insight Analyst
5 4 (4.71%) Developer
5 4 (4.71%) Java Developer
6 3 (3.53%) SAS Analyst
7 2 (2.35%) Senior Java Developer
7 2 (2.35%) Enterprise Architect
7 2 (2.35%) Architect
7 2 (2.35%) Junior
7 2 (2.35%) Data Architect
7 2 (2.35%) Senior Developer
7 2 (2.35%) Senior Analyst
7 2 (2.35%) Marketing Data Analyst
7 2 (2.35%) Junior Analyst
7 2 (2.35%) Enterprise Data Architect
Libraries, Frameworks & Software Standards
1 2 (2.35%) Natural Language Processing
1 2 (2.35%) D3.js
2 1 (1.18%) Akka
2 1 (1.18%) HTML
2 1 (1.18%) CSS
2 1 (1.18%) XML
2 1 (1.18%) Lucene
2 1 (1.18%) jQuery
2 1 (1.18%) HTML5
Miscellaneous
1 51 (60.00%) Statistics
2 45 (52.94%) Analytical Skills
3 44 (51.76%) Algorithms
4 33 (38.82%) Mathematics
5 29 (34.12%) Neural Network
6 23 (27.06%) Computer Science
7 21 (24.71%) Economics
8 12 (14.12%) Mobile App
9 11 (12.94%) Visualisation
10 9 (10.59%) Applied Mathematics
10 9 (10.59%) Physics
11 6 (7.06%) Artificial Intelligence
12 5 (5.88%) Chemistry
12 5 (5.88%) Psychology
12 5 (5.88%) Digital Media
12 5 (5.88%) Informatics
12 5 (5.88%) Credit Risk
13 2 (2.35%) Data Integration
13 2 (2.35%) Management Information System
14 1 (1.18%) Grid Computing
Operating Systems
1 1 (1.18%) Linux
Processes & Methodologies
1 64 (75.29%) Analytics
2 35 (41.18%) Statistical Modelling
3 34 (40.00%) Data Modelling
4 33 (38.82%) Statistical Analysis
5 27 (31.76%) Predictive Modelling
6 26 (30.59%) CHAID
7 23 (27.06%) Machine Learning
8 20 (23.53%) Markov Chain
8 20 (23.53%) Data Analysis
9 18 (21.18%) OO
10 17 (20.00%) Gibbs Sampling
10 17 (20.00%) Monte Carlo Method
11 15 (17.65%) Cluster Analysis
12 13 (15.29%) Operations Research
12 13 (15.29%) Bayesian Methods
13 12 (14.12%) Factor Analysis
13 12 (14.12%) Multivariate Testing
14 11 (12.94%) Time Series Analysis
15 9 (10.59%) Linear Regression
16 8 (9.41%) Predictive Analytics
Programming Languages
1 64 (75.29%) SQL
2 40 (47.06%) R
3 38 (44.71%) Python
4 31 (36.47%) C++
5 30 (35.29%) Java
6 22 (25.88%) C#
7 18 (21.18%) Ruby
8 16 (18.82%) Scala
9 14 (16.47%) MATLAB
10 10 (11.76%) VBA
11 5 (5.88%) Clojure
12 2 (2.35%) C
13 1 (1.18%) JavaScript
13 1 (1.18%) VB
13 1 (1.18%) SAS Macro
Qualifications
1 38 (44.71%) Degree
2 15 (17.65%) PhD
Quality Assurance & Compliance
1 2 (2.35%) QA
Vendors
1 26 (30.59%) Tableau
2 19 (22.35%) Microsoft
3 13 (15.29%) Google
4 9 (10.59%) IBM
5 4 (4.71%) RapidMiner
6 3 (3.53%) Oracle
7 2 (2.35%) Omniture
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Salary: competitive
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