Conference Session

Information and Network Security

Collection

2015 ASEE Annual Conference & Exposition

Authors

Chris Foreman, Purdue University, West Lafayette; Matthew Turner, Purdue University (Statewide Technology); Karl Perusich, Purdue Statewide Technology DO NOT USE DUPE

Tagged Divisions

Computing & Information Technology

application of novel teaching and learning methods to power engineering education.Dr. Karl Perusich, Purdue Statewide Technology DO NOT USE DUPE Dr. Perusich is an associate professor of electrical engineering technology. His research interests include fuzzy logic, fuzzy cognitive maps, STEM education and the social implications of technology. Page 26.573.1 c American Society for Engineering Education, 2015 Educational Modules in Industrial Control Systems for Critical Infrastructure Cyber-securityAbstractThe cyber-security of critical infrastructure has gained

Conference Session

Innovations in Computing Education

Collection

2011 ASEE Annual Conference & Exposition

Authors

Thomas J. Hacker, Purdue University, West Lafayette

Tagged Divisions

Computing & Information Technology

AC 2011-1231: EXPLORING THE USE OF VIRTUAL MACHINES ANDVIRTUAL CLUSTERS FOR HIGH PERFORMANCE COMPUTING EDU-CATION.Thomas J. Hacker, Purdue University, West Lafayette Page 22.690.1 c American Society for Engineering Education, 2011 Exploring the Use of Virtual Machines and Virtual Clusters for High Performance Computing Education.AbstractHigh performance computing systems have been based on commodity computing hardware sincethe introduction of Beowulf systems in the mid-1990’s. The emergence of virtualization andcloud computing technologies now make it possible to build high performance computing

Conference Session

Curricular Issues in Computing and Information Technology Programs II

Collection

2015 ASEE Annual Conference & Exposition

Authors

Michael E. Auer, CTI Villach; Danilo Garbi Zutin, Carinthia University of Applied Sciences; Amir Mujkanovic, CUAS

Tagged Divisions

Computing & Information Technology

Paper ID #12865A Toolkit to Facilitate the Development and Use of Educational Online Lab-oratories in Secondary SchoolsProf. Michael E. Auer, CTI Villach Dr. (mult.) Michael E. Auer is Professor of Electrical Engineering at the Faculty of Engineering and IT of the Carinthia University of Applied Sciences Villach, Austria and has also a teaching position at the Uni- versity of Klagenfurt. He is a senior member of IEEE and member of ASEE, IGIP, etc., author or co-author of more than 170 publications and leading member of numerous national and international organizations in the field of Online Technologies. His current

Conference Session

Potpourri

Collection

2017 ASEE Annual Conference & Exposition

Authors

Stephen Andrew Wilkerson P.E., York College of Pennsylvania; Jason Forsyth, York College of Pennsylvania; Cara Sperbeck, York College of Pennsylvania; Matthew Jones, York College of Pennsylvania; Patrick David Lynn, York College of Pennsylvannia

Tagged Topics

Diversity

Tagged Divisions

Computing & Information Technology

. She has also received the Engineering Society of York (PA) Award for being the top Sophomore Electrical/Computer Engineer in April 2016. Cara’s current research interests include Digital Design, FPGA design, Robotics, and Computer programming.Mr. Matthew Jones, York College of Pennsylvania Major: Computer Science Minor: Mathematics Areas of interest: machine learning, web developmentMr. Patrick David Lynn, York College of Pennsylvannia Senior Computer Engineer c American Society for Engineering Education, 2017 A Student Project using Robotic Operating System (ROS) for Undergraduate Research In this student led undergraduate research paper we

Conference Session

Information and Network Security

Collection

2016 ASEE Annual Conference & Exposition

Authors

Chengcheng Li, University of Cincinnati; Rucha Kulkarni, University of Cincinnati

Tagged Divisions

Computing & Information Technology

allCTFs. Professional hackers come to participate in this competition every year at Las Vegas.ConclusionInternet connects us to the whole world but at the same time exposes to many cyber threats.Cyber awareness is as necessary as is Internet. CTF plays an important role in spreading cyberawareness which is needed to protect Nation’s Infrastructure.To stop a hacker, we need to think like one and IT personnel need to be trained for White Hatskill sets in order to secure the systems from hacking [5].As is said by NICCS [12],” we need a digitally literate workforce that uses technology in asecure manner”.People should be aware of the Cyber crime and also be able to protect themselves from being avictim of it. Govt educates its citizens through

Conference Session

Curricular Issues in Computing and Information Technology Programs II

Collection

2017 ASEE Annual Conference & Exposition

Authors

Chaomin Luo, University of Detroit Mercy; Jiawen Wang, University of Detroit Mercy; Wenbing Zhao, Cleveland State University; Lei Wang, Anhui Polytechnic University

Tagged Divisions

Computing & Information Technology

-Fixed Beams, IEEE Transactions on Education, 55(1), Feb. 2012.6. Alexander, D. G. and Smelser, R. E., Delivering an Engineering Laboratory Course using The Internet, The Post Office, and a Campus Visit, Journal of Engineering Education, 92(1), pp.79- 84, January 2003.7. Zhang, Y., Cui, S. and Akujuobi, C., Taking Action: Enhancing Engineering Technology Laboratories with LabVIEW-Based Graphical Development Tools, Proc. of the American Society for Engineering Education, 2009.8. Whitmal, N. A., Implementation and Assessment of a Studio-Style Laboratory Course In Real- Time Digital Signal Processing, Proc. of the American Society for Engineering Education, 2002.9. Huletski, A. and Kartashov, D., A SLAM Research Framework for ROS

Conference Session

Potpourri

Collection

2017 ASEE Annual Conference & Exposition

Authors

Connie Justice, Indiana University Purdue University, Indianapolis; Nichole McFarland, Indiana University Purdue University, Indianapolis

Tagged Divisions

Computing & Information Technology

traffic to alert when an issue arises; andanother server to allow for more space to be allocated for virtual machines. These improvementswill enhance performance by segmenting information on a different secure network.BackgroundLack of funding has traditionally been a problem in the K-12 educational systems. Therefore,advancing technology in the school systems has been a significant problem. The addition ofInternet technologies brought the price point of high speed Internet connections within reach ofK-12 schools Parents, educators, and students were demanding services to be delivered via theInternet whether they were onsite or remote and using mobile and/or desktop devices (Pierce andCleary, 2016). With cloud computing becoming more and more

Conference Session

Curricular Issues in Computing and Information Technology Programs II

Collection

2014 ASEE Annual Conference & Exposition

Authors

MD B. Sarder, University of Southern Mississippi

Tagged Divisions

Computing & Information Technology

technology education research. He has published a book and more than fifty articles in various areas of industrial engineering including K-12 research. He is actively involved with professional society activities including IIE and ASEE. He is the editor in chief of the International Journal of Logistics & Transportation Research and serving in the editorial board for several other journals. Page 24.760.1 c American Society for Engineering Education, 2014 Innovative Uses of Classroom Tools & Technologies to Foster Students

Conference Session

Computing & Information Technology Division Technical Session

Collection

2016 ASEE Annual Conference & Exposition

Authors

Abul K. M. Azad, Northern Illinois University; Reza Hashemian P.E., Northern Illinois University; Suresh Vakati

Tagged Divisions

Computing & Information Technology

Paper ID #15869Design and Development of Remote Testbeds Using PythonProf. Abul K. M. Azad, Northern Illinois University Abul K. M. Azad is a Professor in the Technology Department of Northern Illinois University. He has a Ph.D. in Control and Systems Engineering and M.Sc. and B.Sc. in Electronics Engineering. His research interests include remote laboratories, mechatronic systems, mobile robotics, and educational research. In these areas, Dr. Azad has over 100 refereed journal and conference papers, edited books, and book chapters. So far, he has attracted around $1.7 million in research and development grants from various

Conference Session

POTPOURRI

Collection

2013 ASEE Annual Conference & Exposition

Authors

Lifang Shih, Excelsior College; Jane A LeClair, Excelsior College

Tagged Divisions

Computing & Information Technology

continuous learning and self- improvement. 3. Demonstrate independent thinking, function effectively in team-oriented settings, and maintain a high level of performance in a professional/industrial environment. 4. Communicate effectively in a professional/industrial environment. 5. Perform ethically and professionally in business, industry and society. 6. Attain increasing levels of responsibility and leadership in the information technology field.Metrics for the Attainment of Program Educational Objectives. The achievement of programeducational objectives is measured through the use of the one-year post-graduate survey, and thethree-year-post graduate survey. Metrics used to evaluate the attainment of each programeducational

Conference Session

Emerging Computing and Information Technologies I

Collection

2016 ASEE Annual Conference & Exposition

Authors

Douglas M. Schutz, Tokyo University of Science; Dante Dionne, Korean Air; Yong-Young Kim P.E., Konkuk University

Tagged Divisions

Computing & Information Technology

computing smartphones. In this paper, we arguethat industry can conversely benefit engineering education in how technologyis applied for sharing knowledge within and beyond the boundaries of theorganization. The airline industry in particular is an area that demonstrateshow knowledge sharing experiences can be enabled through the use of mobilecomputing innovations in the field. Global competition requires firms torapidly and effectively develop and share knowledge. Knowledge and learningenabled through the use of advanced technologies are, therefore, among themost critical organizational assets for achieving and maintaining competitiveadvantage.Drawing from the literature streams of knowledge sharing, social learningtheory, and IT mobility, this

Conference Session

Potpourri

Collection

2016 ASEE Annual Conference & Exposition

Authors

Jinyi Zhang, Purdue University; Pan Fengjian, Purdue University, West Lafayette; Mrigank S. Jha, Purdue University, West Lafayette; Pranav Marla, Purdue University; Kee Wook Lee, Purdue University; David B Nelson, Purdue University, West Lafayette; Yung-Hsiang Lu, Purdue University

Tagged Divisions

Computing & Information Technology

, West Lafayette, IN. He is the current leader of A.C.C.E.S.S. team.Mr. Mrigank S. Jha, Purdue University, West Lafayette Mr. Jha works as a Web Developer for World Wide Technology in St Louis, Missouri. He graduated from Purdue University in December 2015, with a Bachelor’s Degree in Electrical Engineering. He worked as a front-end developer for A.C.C.E.S.S - Analysis of Code on Cloud as an Educational Service to Students.Mr. Pranav Marla, Purdue University Pranav Marla is an undergraduate student at the College of Science in Purdue University. He is pursuing a major in Computer Science, with a specialization in Machine Intelligence. He designed the entire backend of A.C.C.E.S.S.Mr. Kee Wook Lee, Purdue University

Conference Session

Curricular Issues in Computer-oriented Programs

Collection

2012 ASEE Annual Conference & Exposition

Authors

Jason St. John, Purdue University, West Lafayette; Thomas J. Hacker, Purdue University, West Lafayette

Tagged Divisions

Computing & Information Technology

and information technology at Purdue Univer- sity in West Lafayette, Ind. His research interests include cyberinfrastructure systems, high-performance computing, and the reliability of large-scale supercomputing systems. He holds a Ph.D. in computer sci- ence and engineering from the University of Michigan, Ann Arbor. He is a member of IEEE, the ACM, and ASEE. Page 25.439.1 c American Society for Engineering Education, 2012 Developing Virtual Clusters for High Performance Computing Using OpenNebula

Conference Session

Emerging Computing and Information Technologies II

Collection

2016 ASEE Annual Conference & Exposition

Authors

Tae-Hoon Kim, Purdue University - Calumet; Keyuan Jiang, Purdue University - Calumet; Vivek Singh Rajput

Tagged Divisions

Computing & Information Technology

an essential component in IT educationsince virtually multiple systems can be created, modified, tested, and deleted easily with little orno cost. Hypervisor virtual machines have been heavily used in IT education for last decade, butsharing the large resources with the host machine becomes a major limitation of suchtechnology. Recently, emergence of container-based virtual machines provides a lightweightvirtual environment over hypervisor-based machines. This emerging technology has not beenexplored well and adopted in IT education. In this paper, we will investigate and explorecontainer-based virtual machines to provide framework for its adoption in IT education. We willdescribe step-by-step instructions on creating a cluster in single

Conference Session

Potpourri

Collection

2015 ASEE Annual Conference & Exposition

Authors

Afsaneh Minaie, Utah Valley University; Ali Sanati-Mehrizy; Paymon Sanati-Mehrizy; Reza Sanati-Mehrizy, Utah Valley University

Tagged Topics

Diversity

Tagged Divisions

Computing & Information Technology

lives, theopportunities for careers are expanding rapidly. A major challenge of this field is the trainingand education of a new generation of skilled workers. This paper studies different approachesthat are used by different institutions of higher education to integrate nanotechnology conceptsinto their curriculum.IntroductionNanotechnology is the science, engineering, and technology that deals with various structures ofmatter that have dimensions on the order of a billionth of a meter. Nanotechnology is the abilityto observe, manipulate, measure, and manufacture things at the nanoscale, which is about 1 to100 nanometers. While the word nanotechnology is new and was introduced in the late 1970s,the existence of functional devices and

Conference Session

Innovations in Computing Education

Collection

2011 ASEE Annual Conference & Exposition

Authors

Tao Xing, Tuskegee University; Legand L. Burge Jr., Tuskegee University; Heshmat A. Aglan, Tuskegee University

Tagged Divisions

Computing & Information Technology

Society of Engineering Education Engineer- ing (ASEE) Deans’ Council (EDC) as a member of the Executive Board, Public Policy Committee and the EDC Committee on Diversity; additionally, he has served as a member of the ASEE Engineering Deans Institute (EDI) Colloquium Committee, and as a member of the EDC K-12 Engineering Task Force. He continues to be an active transformational leader using his experience in national defense, academia, and the information technology industry to affect a dynamic program.Prof. Heshmat A. Aglan, Tuskegee University Page 22.927.1 c American Society for

Conference Session

Information and Network Security

Collection

2013 ASEE Annual Conference & Exposition

Authors

Jason St. John, Purdue University, West Lafayette; Thomas J. Hacker, Purdue University, West Lafayette; Raymond A Hansen, Purdue University; Natasha N. Nikolaidis, Purdue University; Robert M Trinkle, Purdue University, West Lafayette

Tagged Divisions

Computing & Information Technology

Paper ID #7883Experiences Developing International Partnerships for Education and Re-search in ComputingMr. Jason St. John, Purdue University, West Lafayette Jason St. John earned a Bachelor of Science degree in Computer & Information Technology (Network Engineering Technology concentration) from Purdue University, West Lafayette in December 2010. In January 2011, he accepted a position as a Graduate Research Assistant in the Department of Computer & Information Technology at Purdue University working under Dr. Thomas Hacker. He is currently pursuing a master’s degree in high performance computing systems.Prof

Conference Session

Emerging Information Technologies

Collection

2012 ASEE Annual Conference & Exposition

Authors

Robert E. Efimba P.E., Howard University; Tori Rhoulac Smith, Howard University

Tagged Divisions

Computing & Information Technology

AC 2012-5290: THE USE OF COMPUTER-BASED TEAM ASSIGNMENTSAS AN EFFECTIVE TOOL IN TEACHING MECHANICSDr. Robert E. Efimba P.E., Howard University Robert E. Efimba, Sc.D., P.E., is an Associate Professor in the Department of Civil and Environmental Engineering at Howard University in Washington, D.C.. He received his four degrees in civil engineering and structural mechanics from MIT, and is a registered Professional Engineer in Virginia, Maryland, and D.C. He is listed in Who’s Who in Engineering, and is the 2010 National Outstanding Advisor named by Tau Beta Pi, the Engineering Honor Society, and is serving as a Governor of ASCE’s Region 2 for 2011-2014. He is a recipient of ASCE’s Moisseiff Award for best paper in

Conference Session

Curricular Issues in Computing and Information Technology Programs I

Collection

2015 ASEE Annual Conference & Exposition

Authors

Mohammed Eltaher, Dept. of Computer Science and Engineering, University of Bridgeport, Bridgeport, CT; Yawei Yang, University of Bridgeport; Jeongkyu Lee, University of Bridgeport

Tagged Topics

Diversity

Tagged Divisions

Computing & Information Technology

database administrator for seven years with companies including Hana Bank and IBM Korea. His primary research area is in the multimedia database management system and analysis. Research interests include graph-based multimedia data modeling, indexing structure, big data system/analysis, social media data mining, and user profiling. Page 26.808.1 c American Society for Engineering Education, 2015 Gait-Based Gender Classification Using Kinect Sensor Abstract. Gender classification plays an important role in many applications such

Conference Session

Emerging Computing and Information Technologies II

Collection

2015 ASEE Annual Conference & Exposition

Authors

Arturo Camacho, University of Costa Rica

Tagged Topics

Diversity

Tagged Divisions

Computing & Information Technology

from the University of Florida in 2007 and 2003, respectively, and his B.Sc. in Computer Science and Informatics from the University of Costa Rica in 2001. He also studied Music at National University of Costa Rica from 1992 to 1995 and worked as a keyboardist in Latin-music bands from 1989 to 1999. Page 26.1373.1 c American Society for Engineering Education, 2015 Simulating the execution of algorithms using students as actorsIntroductionData structures and algorithms courses are usually taught by showing examples on the boardor trough slides. This causes little stimulation in students, who

Conference Session

Potpourri

Collection

2015 ASEE Annual Conference & Exposition

Authors

Joseph Alan Nygate, Rochester Institute of Technology (CAST); Richard Cliver, Rochester Institute of Technology (CAST)

Tagged Divisions

Computing & Information Technology

international students in my classes that had not taken any technical writingclasses in their respective countries before coming to the US for their graduate studies.The data visualization techniques and principles I used in my classes are based on EdwardTufte’s [13] classical work, The Visual Display of Quantitative Information, as well as methodsproposed by Krum [1] and Lankow et al [2].The IssueThe importance of communications education has long been recognized by the National ScienceFoundation and accreditation agencies. Indeed, in 2000 the Accreditation Board for Engineeringand Technology mandated that graduates must show proficiency in being able to communicateeffectively. While students may not love to write, they are also well aware that

Conference Session

Embedded Systems and Mobile Computing

Collection

2014 ASEE Annual Conference & Exposition

Authors

Vamshi Krishna Bolly, Purdue University; John Springer, Purdue University, West Lafayette, IN, USA; J. Eric Dietz, Purdue University

Tagged Divisions

Computing & Information Technology

engineering in 1994 from Purdue University. Page 24.1339.1 c American Society for Engineering Education, 2014 Using Open Source NoSQL technologies in Designing Systems for Delivering Electric Vehicle Data Analytics.AbstractAdvances in scientific research related to electric vehicles have led to generation of largeamounts of data. This data is mainly logger data collected from various sensors in the vehicleand stored as flat files. It is predominantly unstructured and non-relational in nature, alsocalled Big Data. Analysis of such data needs a high performance information

Conference Session

Curricular Issues in Computing

Collection

2017 ASEE Annual Conference & Exposition

Authors

Sreyoshi Bhaduri, Virginia Tech; Tamoghna Roy, Virginia Tech

Tagged Divisions

Computing & Information Technology

Paper ID #19935Demonstrating Use of Natural Language Processing to Compare College ofEngineering Mission StatementsMiss Sreyoshi Bhaduri, Virginia Tech Sreyoshi Bhaduri is a PhD candidate at Virginia Tech Department of Engineering Education. She is a proponent for use of technology in the classroom as well as education research. Sreyoshi is a Mechan- ical Engineer by training, who likes programming to ”make life easier and efficient”. For her doctoral dissertation, she is exploring ways in which machine learning algorithms can be used by instructors in engineering classrooms.Mr. Tamoghna Roy, Virginia Tech Tamoghna Roy

Conference Session

Emerging Computing and Information Technologies I

Collection

2016 ASEE Annual Conference & Exposition

Authors

Chafic Bousaba, Guilford College; Tiera Kazar, Guilford College; Will C. Pizio, Guilford College

Tagged Divisions

Computing & Information Technology

the United Kingdom with a focus on encouragingthe use of Raspberry Pi in classrooms to further the educational experience in computersciences15. The Raspberry Pi offers an inexpensive option for students to experiment withvarious aspects of technology. A variety of Linux-based OS’s can be used with the Raspberry Pi,but the device typically comes pre-loaded with the Raspbian OS, free software supplied by theRaspberry Pi foundation. The Pi can be accessed remotely or can be connected to any device thatsupports an HDMI interface.The overall goal of this project is to experience aspects of information security using theRaspberry Pi and the Kali Linux OS. This project will consist of constructing a hacking arsenalfor penetration testing, using

Conference Session

Curricular Issues in Computing and Information Technolog Programs

Collection

2013 ASEE Annual Conference & Exposition

Authors

Hoda Baytiyeh, The American university of Beirut

Tagged Divisions

Computing & Information Technology

online learning communities. Page 23.961.1 c American Society for Engineering Education, 2013 Perceptions of engineering professors and students regarding the acceptance and use of MoodleAbstract: Based on the Unified Theory of Acceptance and Use of Technology(UTAUT), this study investigates users’ intentions toward the course management systemMoodle. The participants were 27 engineering professors and 501engineering studentswho completed an online survey, evaluating a set of 30 items on a scale of five thatreflected the UTAUT keys applied to Moodle. An exploratory factor

Conference Session

Curricular Issues in Computing

Collection

2017 ASEE Annual Conference & Exposition

Authors

Tony Andrew Lowe, Purdue University, West Lafayette (College of Engineering); Sean P. Brophy, Purdue University, West Lafayette (College of Engineering)

Tagged Topics

Diversity

Tagged Divisions

Computing & Information Technology

Paper ID #20549Understanding the Impact of Strategic Team Formation in Early Program-ming EducationProf. Tony Andrew Lowe, Purdue University, West Lafayette (College of Engineering) Tony Lowe is a PhD student in Engineering Education at Purdue University. He has a BSEE from Rose- Hulman Institute of Technology and a MSIT from Capella. He currently teaches as an adjunct Assistant Professor at CTU Online and has been an on-and-off corporate educator and full time software architect for twenty years.Dr. Sean P. Brophy, Purdue University, West Lafayette (College of Engineering) Dr. Sean Brophy is a mechanical engineer

Conference Session

Emerging Computing and Information Technologies I

Collection

2015 ASEE Annual Conference & Exposition

Authors

Peng Li, East Carolina University; Lee Toderick, East Carolina University

Tagged Divisions

Computing & Information Technology

University to meet the needs ofthe growing number of face-to-face and distance education students6. Laboratory experiments areuseful in teaching students skills needed for employment, and to reinforce theoretical conceptsintroduced during lectures. However, the students sometimes do not receive timely feedbackbecause it is extremely time-consuming for the instructors to grade the hands-on exercises. Thestudents usually do not have the opportunities to fix the mistakes they made in previous labs dueto lack of timely feedback. These challenges were addressed by the creation of an automatedgrading and feedback system, called BroadReach Extended, for locally designed hands-onexercises in Information Technology (IT) courses. By introducing the automatic

Conference Session

Emerging Information Technologies

Collection

2012 ASEE Annual Conference & Exposition

Authors

Lakshmi Ramachandran, North Carolina State University; Edward F. Gehringer, North Carolina State University

Tagged Divisions

Computing & Information Technology

Engineering Education, 2012 Automated Quality Assessment for Peer Reviews of Student Work AbstractReviews are text-based feedback provided by a reviewer to the author of a submission. Reviewsare used not only in education to assess student work, but also in e-commerce applications, toassess the quality of products on sites like Amazon, ebay etc. Since reviews play a crucial role inproviding feedback to people who make assessment decisions (deciding on a student’s grade,purchase decision of a product etc.), it is important to ensure that reviews are of a good quality.In our work we propose the use of metrics such as content, tone and quantity of feedback tosuitably represent a review. We use supervised

Conference Session

Innovations in Computing Education

Collection

2011 ASEE Annual Conference & Exposition

Authors

Jeongkyu Lee, University of Bridgeport; Omar Abuzaghleh, University of Bridgeport

Tagged Divisions

Computing & Information Technology

are IBMCell SDK and Open-MPI. All of them are open source software, hence they can be used easily inthe classroom. This lineup is not only for the educational purpose, but can be used as military andindustrial solutions.In this paper, we present an affordable and easy-to-use high performance cluster system that can beused in the classroom of a teaching-oriented computer science curriculum. This paper is organizedin the following way. In Section 2, related works in academic HPC platforms are discussed.Section 3, we describe our design and implementation of the PS3 based cluster system. Inaddition, newly developed courses are presented in Section 4. Finally, concluding remarks andfuture works are discussed. 2

Conference Session

Potpourri

Collection

2015 ASEE Annual Conference & Exposition

Authors

Gretchen G. Achenbach, National Center for Women & IT; Leslie G. Cintron PhD, University of Virginia; J McGrath Cohoon, University of Virginia; Philip Michael Sadler, Harvard Smithsonian Center for Astrophysics; Gerhard Sonnert, Harvard University

Tagged Topics

Diversity

Tagged Divisions

Computing & Information Technology

figures for occupational minimum education requirements,wages, average hours worked per week for workers over age 16 who usually work full time, andthe percent of female workers for particular occupations. The median years of tenure withcurrent employer was reported in January 2014. Every two years, the BLS projects percentgrowth for occupations, and the number of jobs expected to become available due to growth andreplacement over the next ten years; most recent estimates are for 2012-2022. Similarly, thedistribution of computing jobs across industries is projected for 2022.Selection of Occupations for ComparisonsThe 2010 Standard Occupational Classification (SOC) system used by the BLS utilizes 4 levelsof occupations: major group, minor group