Period
to 24 April 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 24 April 2018 with a comparison to the same period in the previous 2 years.

C++
Hertfordshire > Welwyn Garden City
6 months to
24 Apr 2018
Same period 2017 Same period 2016
Rank 44 27 26
Rank change year-on-year -17 -1 +12
Permanent jobs citing C++ 18 4 5
As % of all permanent IT jobs advertised in Welwyn Garden City 4.21% 2.06% 3.36%
As % of the Programming Languages category 8.41% 4.26% 5.43%
Number of salaries quoted 12 5 5
Welwyn Garden City median annual salary £45,750 £42,500 £41,500
Median salary % change year-on-year +7.65% +2.41% +23.88%
10th Percentile £34,750 £30,000 £27,000
90th Percentile £59,625 £43,750 £44,750
Hertfordshire median annual salary £45,000 £40,000 £42,500
% change year-on-year +12.50% -5.88% -3.41%

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 214 94 92
As % of all permanent IT jobs advertised in Welwyn Garden City 50.00% 48.45% 61.74%
Number of salaries quoted 68 79 79
Welwyn Garden City median annual salary £50,000 £45,000 £46,500
Median salary % change year-on-year +11.11% -3.23% +24.00%
10th Percentile £25,000 £28,700 £26,650
90th Percentile £70,000 £73,750 £100,000
Hertfordshire median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

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 24 April 2018.

Salary histogram for C++ in Welwyn Garden City

For the 6 months to 24 April 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 16 (88.89%) C
2 12 (66.67%) Robotics
3 11 (61.11%) Java
3 11 (61.11%) Degree
4 8 (44.44%) Python
4 8 (44.44%) Apache Spark
5 7 (38.89%) Computer Science
5 7 (38.89%) Machine Learning
5 7 (38.89%) Data Science
6 6 (33.33%) Decision-Making
6 6 (33.33%) TensorFlow
6 6 (33.33%) R
6 6 (33.33%) Lasagne
6 6 (33.33%) Prototyping
6 6 (33.33%) Random Forest
6 6 (33.33%) Computer Vision
6 6 (33.33%) Keras
6 6 (33.33%) Reinforcement Learning
6 6 (33.33%) Decision Tree
6 6 (33.33%) Computer Science Degree
6 6 (33.33%) Embedded Systems
6 6 (33.33%) Hadoop
6 6 (33.33%) Mathematics
6 6 (33.33%) Data Structures
6 6 (33.33%) Algorithms
6 6 (33.33%) scikit-learn
6 6 (33.33%) Theano
6 6 (33.33%) Convolutional Neural Network
6 6 (33.33%) Statistical Modelling
6 6 (33.33%) Deep Learning

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 8 (44.44%) Apache Spark
2 1 (5.56%) Apache
Database & Business Intelligence
1 6 (33.33%) Data Mining
1 6 (33.33%) Hadoop
2 2 (11.11%) Big Data
3 1 (5.56%) NoSQL
General
1 6 (33.33%) Retail
2 5 (27.78%) Electronics
Job Titles
1 7 (38.89%) Embedded Engineer
2 6 (33.33%) Data Scientist
2 6 (33.33%) Software Engineer
3 5 (27.78%) Embedded Software Engineer
4 3 (16.67%) Junior
5 2 (11.11%) Developer
5 2 (11.11%) Electronics Engineer
5 2 (11.11%) Hardware Engineer
5 2 (11.11%) Junior Embedded Engineer
5 2 (11.11%) Junior Hardware Engineer
5 2 (11.11%) Senior Hardware Engineer
5 2 (11.11%) Software Developer
6 1 (5.56%) Ada Engineer
6 1 (5.56%) Ada Software Engineer
6 1 (5.56%) Embedded C++ Engineer
6 1 (5.56%) Embedded C++ Software Engineer
6 1 (5.56%) Embedded Java Engineer
6 1 (5.56%) Java Engineer
6 1 (5.56%) Junior Electronics Engineer
6 1 (5.56%) Senior Electronics Engineer
Libraries, Frameworks & Software Standards
1 6 (33.33%) Keras
1 6 (33.33%) Lasagne
1 6 (33.33%) Pandas
1 6 (33.33%) scikit-learn
1 6 (33.33%) TensorFlow
1 6 (33.33%) Theano
2 1 (5.56%) .NET
2 1 (5.56%) Play Framework
Miscellaneous
1 12 (66.67%) Robotics
2 7 (38.89%) Computer Science
3 6 (33.33%) Algorithms
3 6 (33.33%) Data Structures
3 6 (33.33%) Embedded Systems
Operating Systems
1 3 (16.67%) Linux
Processes & Methodologies
1 7 (38.89%) Data Science
1 7 (38.89%) Machine Learning
2 6 (33.33%) Anomaly Detection
2 6 (33.33%) Artificial Intelligence
2 6 (33.33%) Computer Vision
2 6 (33.33%) Convolutional Neural Network
2 6 (33.33%) Decision Tree
2 6 (33.33%) Decision-Making
2 6 (33.33%) Deep Learning
2 6 (33.33%) Mathematics
2 6 (33.33%) Neural Network
2 6 (33.33%) Prototyping
2 6 (33.33%) Random Forest
2 6 (33.33%) Reinforcement Learning
2 6 (33.33%) Software Engineering
2 6 (33.33%) Statistical Modelling
2 6 (33.33%) Statistics
3 4 (22.22%) Mechatronics
3 4 (22.22%) Problem-Solving
4 3 (16.67%) Embedded Software Development
Programming Languages
1 16 (88.89%) C
2 11 (61.11%) Java
3 8 (44.44%) Python
4 6 (33.33%) MATLAB
4 6 (33.33%) R
5 3 (16.67%) Ada
6 2 (11.11%) C#
6 2 (11.11%) Embedded C
6 2 (11.11%) Embedded C++
6 2 (11.11%) Scala
7 1 (5.56%) Assembly Language
7 1 (5.56%) Clojure
7 1 (5.56%) F#
7 1 (5.56%) Haskell
7 1 (5.56%) SQL
Qualifications
1 11 (61.11%) Degree
2 6 (33.33%) Computer Science Degree