Period
to 15 July 2018

The following table provides summary statistics for permanent job vacancies advertised in Welwyn Garden City with a requirement for C++ skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited C++ over the 6 months to 15 July 2018 with a comparison to the same period in the previous 2 years.

C++
Hertfordshire > Welwyn Garden City
6 months to
15 Jul 2018
Same period 2017 Same period 2016
Rank 58 18 29
Rank change year-on-year -40 +11 +10
Permanent jobs citing C++ 12 15 7
As % of all permanent IT jobs advertised in Welwyn Garden City 2.69% 7.21% 4.24%
As % of the Programming Languages category 6.09% 15.00% 8.97%
Number of salaries quoted 6 4 7
Welwyn Garden City median annual salary £52,000 £35,000 £41,500
Median salary % change year-on-year +48.57% -15.66% +25.76%
10th Percentile £31,875 £27,500 £29,250
90th Percentile £63,750 £42,500 £46,250
Hertfordshire median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -9.09%

C++ is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Welwyn Garden City with a requirement for coding skills.

All Programming Languages
Welwyn Garden City
Permanent vacancies with a requirement for coding skills 197 100 78
As % of all permanent IT jobs advertised in Welwyn Garden City 44.17% 48.08% 47.27%
Number of salaries quoted 61 66 70
Welwyn Garden City median annual salary £52,000 £45,000 £45,750
Median salary % change year-on-year +15.56% -1.64% +14.38%
10th Percentile £25,000 £31,250 £26,750
90th Percentile £70,000 £76,875 £75,000
Hertfordshire median annual salary £50,000 £47,000 £45,000
% change year-on-year +6.38% +4.44% -

C++
Job Vacancy Trend in Welwyn Garden City

Job postings citing C++ as a percentage of all IT jobs advertised in Welwyn Garden City.

Job vacancy trend for C++ in Welwyn Garden City

C++
Salary Trend in Welwyn Garden City

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing C++ in Welwyn Garden City.

Salary trend for C++ in Welwyn Garden City

C++
Salary Histogram in Welwyn Garden City

The salary distribution of IT jobs citing C++ in Welwyn Garden City over the 6 months to 15 July 2018.

Salary histogram for C++ in Welwyn Garden City

For the 6 months to 15 July 2018, IT jobs citing C++ also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Welwyn Garden City region with a requirement for C++.

1 12 (100.00%) C
2 9 (75.00%) Robotics
3 8 (66.67%) Degree
3 8 (66.67%) Java
4 7 (58.33%) Computer Science
5 6 (50.00%) R
5 6 (50.00%) Machine Learning
5 6 (50.00%) MATLAB
5 6 (50.00%) Statistics
5 6 (50.00%) Python
5 6 (50.00%) Data Mining
5 6 (50.00%) Retail
5 6 (50.00%) Artificial Intelligence
5 6 (50.00%) Neural Network
5 6 (50.00%) Statistical Modelling
5 6 (50.00%) Deep Learning
5 6 (50.00%) Anomaly Detection
5 6 (50.00%) Pandas
5 6 (50.00%) Apache Spark
5 6 (50.00%) Data Structures
5 6 (50.00%) Algorithms
5 6 (50.00%) scikit-learn
5 6 (50.00%) TensorFlow
5 6 (50.00%) Prototyping
5 6 (50.00%) Random Forest
5 6 (50.00%) Computer Vision
5 6 (50.00%) Keras
5 6 (50.00%) Reinforcement Learning
5 6 (50.00%) Decision Tree
5 6 (50.00%) Computer Science Degree

C++
Co-occurring IT Skills in Welwyn Garden City 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 6 (50.00%) Apache Spark
Database & Business Intelligence
1 6 (50.00%) Data Mining
1 6 (50.00%) Hadoop
General
1 6 (50.00%) Retail
2 2 (16.67%) Electronics
Job Titles
1 6 (50.00%) Data Scientist
2 5 (41.67%) Embedded Engineer
2 5 (41.67%) Software Engineer
3 4 (33.33%) Embedded Software Engineer
4 1 (8.33%) Ada Engineer
4 1 (8.33%) Ada Software Engineer
4 1 (8.33%) C++ Software Engineer
4 1 (8.33%) Embedded C++ Engineer
4 1 (8.33%) Embedded C++ Software Engineer
4 1 (8.33%) Embedded Java Engineer
4 1 (8.33%) Graduate
4 1 (8.33%) Graduate Software Engineer
4 1 (8.33%) Hardware Engineer
4 1 (8.33%) Java Engineer
4 1 (8.33%) Java Software Engineer
4 1 (8.33%) Senior Embedded Software Engineer
4 1 (8.33%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 6 (50.00%) Keras
1 6 (50.00%) Lasagne
1 6 (50.00%) Pandas
1 6 (50.00%) scikit-learn
1 6 (50.00%) TensorFlow
1 6 (50.00%) Theano
Miscellaneous
1 9 (75.00%) Robotics
2 7 (58.33%) Computer Science
3 6 (50.00%) Algorithms
3 6 (50.00%) Data Structures
4 3 (25.00%) Embedded Systems
Operating Systems
1 2 (16.67%) Linux
Processes & Methodologies
1 6 (50.00%) Anomaly Detection
1 6 (50.00%) Artificial Intelligence
1 6 (50.00%) Computer Vision
1 6 (50.00%) Convolutional Neural Network
1 6 (50.00%) Data Science
1 6 (50.00%) Decision Tree
1 6 (50.00%) Decision-Making
1 6 (50.00%) Deep Learning
1 6 (50.00%) Machine Learning
1 6 (50.00%) Mathematics
1 6 (50.00%) Neural Network
1 6 (50.00%) Prototyping
1 6 (50.00%) Random Forest
1 6 (50.00%) Reinforcement Learning
1 6 (50.00%) Statistical Modelling
1 6 (50.00%) Statistics
2 5 (41.67%) Software Engineering
3 2 (16.67%) Embedded Software Development
4 1 (8.33%) Mechatronics
4 1 (8.33%) Problem-Solving
Programming Languages
1 12 (100.00%) C
2 8 (66.67%) Java
3 6 (50.00%) MATLAB
3 6 (50.00%) Python
3 6 (50.00%) R
4 2 (16.67%) Ada
4 2 (16.67%) Embedded C
4 2 (16.67%) Embedded C++
5 1 (8.33%) Assembly Language
Qualifications
1 8 (66.67%) Degree
2 6 (50.00%) Computer Science Degree