Software Engineers in OHIO
There were 35,100 Software Developers employed in the state of Ohio as of 2018. This is about 6.48% of employment per every 1,000 jobs, with an average wage of $95,090 per year. This is according to the BLS. According to Data, USA, there were 27,986 software developers, applications and systems software professionals in Ohio in 2016. Based on LinkedIn, there are currently 244,000 software engineers in Ohio.
There were 35,100 Software Developers employed in the state of Ohio as of 2018. This is about 6.48% of employment per every 1,000 jobs, with an average wage of $95,090 per year. This is according to the BLS. According to Data, USA, there were 27,986 software developers, applications and systems software professionals in Ohio in 2016. Based on LinkedIn, there are currently 244,000 software engineers in Ohio.
Years of experience required
To determine the years of experience required for software engineers in Ohio, we reviewed the top 15 latest job postings for software engineers on Indeed and LinkedIn. The years of experience required ranging from 2 to 4 years on Indeed and 2 to 7 years on LinkedIn. This was dependent on the software engineer's level, the tasks, and the duties assigned by the recruiting company. The average years calculated from the 2 to 7 years range is 4.5 years.
Software languages and machine learning expertise
For a software engineer, one needs to be equipped with machine learning skills and software languages like Java, HTML, JavaScript, Python, C#, C++, XML, PHP, Ruby, and Perl.
Data Scientists in Ohio
There are 480 Computer and Information Research Scientists in Ohio, according to BLS. Data scientist job is currently the best job in America. This is based on Glassdoor's potential earnings for the Data Scientist job, the number of job openings, and the satisfaction ratings. There are 49,600 Data Scientists based in Ohio, according to LinkedIn.
Years of experience required
The average years of experience among data scientists are six years. About 45% of Data Scientists have less than 5 years of experience, and 72% have at least 10 years’ experience. This goes to show that even the young professionals participate in the field. According to research, 91% of data scientists have attained advanced degrees, 43% have Master’s degrees, 48% are Ph.D. holders, while 9% have Bachelors degree. Data scientists have degrees in Mathematics, Statistics, Computer Science, and Engineering.
To determine the years of experience required for a data scientist in Ohio, we reviewed the top 15 latest job listings for data scientist on LinkedIn and Indeed. The required years of experience is 2 to 5 years. The average years of experience are, therefore, 3.5 years.
Software languages and machine learning expertise
The skills required for a Data Scientist include machine learning knowledge, python, data science, data analysis, data mining, and Apache Spark. Other resources used by data scientist include Hive, Hadoop, SQL Java, Scala, and TensorFlow among others. Data Scientists are also required to have knowledge of Microsoft Business Intelligence, Quipware, MySQL, XML, Java, C++, Matlab, SAP Business Intelligence, Scikit-Learn, NumPy, Pandas, and Spak Mlib.
Software Engineering and Data Scientists - Arizona
There are approximately 11,500 software engineers and 300 data scientists in Arizona. R and/or Python for coding, SQL Database/Coding for working with databases, Hadoop platform, and Apache Spark for Big Data are some of the skills required by data scientists whereas, for software engineers, the knowledge of software languages and machine learning expertise are required.
TOTAL NUMBER OF SOFTWARE ENGINEERS & DATA SCIENTISTS
The description of a software engineering program at a major University was compared with the job descriptions for software developers on the BLS site. These terms were comparable and we could assume that for completing the BLS Annual Survey, software engineers would have selected this category. The roles, tasks, and knowledge are comparable, so these numbers were used for software engineers.
YEARS OF EXPERIENCE
In order to calculate the years of experience for software engineers in Arizona, we averaged the top 15 most recent job postings for software engineers on both Indeed and LinkedIn. The range was from two to 10 years, depending upon the responsibility in the company. The average on both sites was four years.
For data scientists, the years of experience are the national numbers calculated by KDNuggets based on a survey of 1001 Data Scientists on LinkedIn. Below, we have provided the details of our findings.
OVERVIEW OF THE DATA
The US Bureau of Labor Statistics (BLS) updates its numbers annually. 2017 is the latest year for which the data is available, and the numbers of the employees were taken from the State of Arizona employment report of the BLS.
The software engineering and data scientist market for the state of Arizona in the US
DATA SCIENTISTS
Number of data scientists in Arizona — 300
Years of Experience — 2.3 years as a data scientist and 4.5 years in IT.
Software languages and machine learning — The skills required by data scientists are either R and/or Python for coding, SQL Database/Coding for working with databases, Hadoop platform and Apache Spark for Big Data, ggplot, Matplottlib, Tableau for data visualization, and Machine learning and AI.
Other Interesting Information
70% of the data scientists are male, leaving only 30% (100 – 70) to be female. Most of them speak at least one language other than English. This is relatively a new profession and therefore, the average employment in this field is two years. 75% of data scientists have a master’s degree (48%) or a Ph.D. (27%). Industries with the highest concentration of data scientists are the Scientific Research and Development Services, Federal Executive Branch, Software Publishers, Computer Systems Design and Related Services, and Other Information Services.
SOFTWARE ENGINEERS
Number of software engineers in Arizona — 11,500
Years of Experience — On average, software engineers have an experience of about 4 years.
Software language and machine learning expertise: Software languages and machine learning expertise of software engineers include Python, Ruby, JavaScript, Java, and C++.
Other Interesting Information
Average pay for a Senior software engineer in Phoenix, Arizona is $100,708 per year. Industries with the highest concentration of software engineers are Computer and Peripheral Equipment Manufacturing, Communications Equipment Manufacturing, Computer Systems Design and Related Services, Software Publishers, Navigational, Measuring, Electromedical, and Control Instruments Manufacturing.
Number of data scientists in Arizona — 300
Years of Experience — 2.3 years as a data scientist and 4.5 years in IT.
Software languages and machine learning — The skills required by data scientists are either R and/or Python for coding, SQL Database/Coding for working with databases, Hadoop platform and Apache Spark for Big Data, ggplot, Matplottlib, Tableau for data visualization, and Machine learning and AI.
Other Interesting Information
70% of the data scientists are male, leaving only 30% (100 – 70) to be female. Most of them speak at least one language other than English. This is relatively a new profession and therefore, the average employment in this field is two years. 75% of data scientists have a master’s degree (48%) or a Ph.D. (27%). Industries with the highest concentration of data scientists are the Scientific Research and Development Services, Federal Executive Branch, Software Publishers, Computer Systems Design and Related Services, and Other Information Services.
SOFTWARE ENGINEERS
Number of software engineers in Arizona — 11,500
Years of Experience — On average, software engineers have an experience of about 4 years.
Software language and machine learning expertise: Software languages and machine learning expertise of software engineers include Python, Ruby, JavaScript, Java, and C++.
Other Interesting Information
Average pay for a Senior software engineer in Phoenix, Arizona is $100,708 per year. Industries with the highest concentration of software engineers are Computer and Peripheral Equipment Manufacturing, Communications Equipment Manufacturing, Computer Systems Design and Related Services, Software Publishers, Navigational, Measuring, Electromedical, and Control Instruments Manufacturing.