Period
to 24 November 2017

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

SPSS
South East > Berkshire
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 255 299 291
Rank change year-on-year +44 -8 +52
Permanent jobs citing SPSS 3 1 48
As % of all permanent IT jobs advertised in Berkshire 0.047% 0.012% 0.43%
As % of the Applications category 0.53% 0.15% 5.57%
Number of salaries quoted 4 1 44
Berkshire median annual salary £62,500 £36,000 £48,500
Median salary % change year-on-year +73.61% -25.77% -
10th Percentile £34,875 £33,000 £26,475
90th Percentile £85,000 £39,000 £67,500
South East median annual salary £40,000 £37,500 £50,000
% change year-on-year +6.67% -25.00% +2.56%

SPSS is in the Software Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Berkshire with a requirement for software application skills.

All Software Application Skills
Berkshire
Permanent vacancies with a requirement for software application skills 564 666 862
As % of all permanent IT jobs advertised in Berkshire 8.88% 7.69% 7.78%
Number of salaries quoted 424 540 605
Berkshire median annual salary £40,000 £38,500 £40,000
Median salary % change year-on-year +3.90% -3.75% +14.29%
10th Percentile £23,000 £22,500 £21,250
90th Percentile £67,500 £62,625 £63,750
South East median annual salary £35,000 £35,000 £35,000

SPSS
Job Vacancy Trend in Berkshire

Job postings citing SPSS as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for SPSS in Berkshire

SPSS
Salary Trend in Berkshire

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

Salary trend for SPSS in Berkshire

SPSS
Salary Histogram in Berkshire

The salary distribution of IT jobs citing SPSS in Berkshire over the 6 months to 24 November 2017.

Salary histogram for SPSS in Berkshire

SPSS
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SPSS within the Berkshire 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
Newbury - 1 £37,500 -
Reading - 1 £85,000 -
SPSS
South East

For the 6 months to 24 November 2017, IT jobs citing SPSS 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 Berkshire region with a requirement for SPSS.

1 3 (100.00%) SAS
2 2 (66.67%) Statistics
2 2 (66.67%) R
2 2 (66.67%) Natural Language Processing
2 2 (66.67%) Machine Learning
2 2 (66.67%) Python
3 1 (33.33%) Data Modelling
3 1 (33.33%) SQL
3 1 (33.33%) Twitter
3 1 (33.33%) Kafka
3 1 (33.33%) Apache Pig
3 1 (33.33%) Mentoring
3 1 (33.33%) Coaching
3 1 (33.33%) Analytical Skills
3 1 (33.33%) Apache Spark
3 1 (33.33%) Hadoop YARN
3 1 (33.33%) Spatial Analysis
3 1 (33.33%) Cognitive Computing
3 1 (33.33%) Numerate Degree
3 1 (33.33%) Degree
3 1 (33.33%) Robotics
3 1 (33.33%) Time Management
3 1 (33.33%) Hadoop
3 1 (33.33%) Visualisation
3 1 (33.33%) Predictive Modelling
3 1 (33.33%) Apache Hive
3 1 (33.33%) Apache Cassandra
3 1 (33.33%) Telecoms
3 1 (33.33%) Finance
3 1 (33.33%) Artificial Intelligence

SPSS
Co-occurring IT Skills in Berkshire 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 3 (100.00%) SAS
2 1 (33.33%) Apache Pig
2 1 (33.33%) Apache Spark
Database & Business Intelligence
1 1 (33.33%) Apache Cassandra
1 1 (33.33%) Apache Hive
1 1 (33.33%) Hadoop
General
1 1 (33.33%) Finance
1 1 (33.33%) Telecoms
Job Titles
1 1 (33.33%) Analyst
1 1 (33.33%) Data Analyst
1 1 (33.33%) Data Manager
1 1 (33.33%) Data Modeller
Libraries, Frameworks & Software Standards
1 2 (66.67%) Natural Language Processing
2 1 (33.33%) Kafka
Miscellaneous
1 1 (33.33%) Analytical Skills
1 1 (33.33%) Robotics
Processes & Methodologies
1 2 (66.67%) Machine Learning
1 2 (66.67%) Statistics
2 1 (33.33%) Artificial Intelligence
2 1 (33.33%) Coaching
2 1 (33.33%) Cognitive Computing
2 1 (33.33%) Data Modelling
2 1 (33.33%) Mentoring
2 1 (33.33%) Predictive Modelling
2 1 (33.33%) Spatial Analysis
2 1 (33.33%) Statistical Analysis
2 1 (33.33%) Time Management
2 1 (33.33%) Visualisation
Programming Languages
1 2 (66.67%) Python
1 2 (66.67%) R
2 1 (33.33%) SQL
Qualifications
1 1 (33.33%) Degree
1 1 (33.33%) Numerate Degree
Systems Management
1 1 (33.33%) Hadoop YARN
Vendors
1 1 (33.33%) Google
1 1 (33.33%) Twitter