Technical Skills of Northeastern University's
Computer and Information Science Students
Fall 2005 and Spring 2006
Example of Skills Successfully Demonstrated During CO-OP periods
% of Students Using Skill on Co-op
Fl05&Sp06 Sp 2005 2004 2003 2002
Wrote small "pattern" programs less than 250 lines 63% 77% 53% 47% 48%
Wrote programs 250 lines or longer 48% 58% 42% 43% 43%
Wrote and/or coded programs and/or scripts of any type.  81% 38% 63% 61% 65%
Troubleshooting 99% 95% 86% 92% 90%
Used algorithmic analysis 38% 31% 42% 28% 28%
Provided software installation support 73% 80% 65% 72% 77%
Provided hardware installation support 44% 50% 48% 49% 58%
Provided systems security and protection knowledge 40% 41% 41% 40% 39%
Provided human factors support N/A N/A 56% 48% 57%
Provided graphic, visualization and multimedia skills 58% 51% 45% 39% 41%
Provided intelligent systems skills 41% 40% 44% 33% 43%
Provided information management knowledge N/A N/A 59% 53% 58%
Provided network administration and communication skills 49% 55% 48% 51% 54%
Overall Performance Fall 2005 and Spring 2006
¨ Overall Performance: How well the students met the employers expectations
The rating scale:
Did Not Meet Approaching Meeting Exceeding
Expectations Expectations Expectations Expectations
1% 7% 28% 64%
What the numbers mean.  Sample of the scoring scale used by employers to evaluate skills:
Beginning Skills Developing Skills Proficient Skills
N/A 0 1 2 3  4  5  6 7  8  9  10
Analytical Skills:
¨ Problem Solving:The ability to recognize and define problems, analyze data, develop and implement 
solutions, and evaluate outcomes.
Student Skill Level: 7.31 actual performance score
Skill/Job Expectation Level: 6.52 expected performance
scoring scale
Proficient Skills
7  8  9  10
Developing Skills
3  4  5  6
¨ Critical Thinking: The ability to question logically: to identify, generate and evaluate the elements of
logical argument: to recognize and differentiate facts, illusions, assumptions,
and hidden assumptions: and to distinguish the relevant from the irrelevant.
Student Skill Level: 7.25 actual performance score
Skill/Job Expectation Level: 6.47 expected performance
scoring scale
Proficient Skills
7  8  9  10
Developing Skills
3  4  5  6
Work Specific Skills
¨ Work Content/Technical Skill Acquisition: The ability to demonstrate an ability to acquire the 
computing skills necessary for the specific work environment.
Student Skill Level: 7.63 actual performance score
Skill/Job Expectation Level: 6.52 expected performance
scoring scale
Proficient Skills
7  8  9  10
Developing Skills
3  4  5  6
¨ Information Literacy: The ability to understand and use computer technology as a form of 
communication and an information resource.
Student Skill Level: 7.69 actual performance score
Skill/Job Expectation Level: 6.55 expected performance
scoring scale
Proficient Skills
7  8  9  10
Developing Skills
3  4  5  6
Communication and Interpersonal Skills
¨ Interpersonal Skills: The ability to interact effectively with other professionals and 
clients/consumers and deal effectively with cultural and ethnic diversity issues.
Student Skill Level: 7.36 actual performance score
Skill/Job Expectation Level: 6.56 expected performance
scoring scale
Proficient Skills
7  8  9  10
Developing Skills
3  4  5  6
¨ Communication Skills: The ability to communicate effectively (i.e. speaking, body language, 
reading, writing and listening) for varied audiences and purposes.
Student Skill Level: 7.14 actual performance score
Skill/Job Expectation Level: 6.52 expected performance
scoring scale
Proficient Skills
7  8  9  10
Developing Skills
3  4  5  6
¨ Teamwork: The ability to work effectively in groups toward common goals and needs.
Student Skill Level: 7.62 actual performance score
Skill/Job Expectation Level: 6.67 expected performance
scoring scale
Proficient Skills
7  8  9  10
Developing Skills
3  4  5  6
Personal Conduct and Management Skills
¨ Dependability and Professionalism: The ability to exhibit appropriate professional conduct and
 to represent professionals and employers effectively.
Student Skill Level: 7.54 actual performance score
Skill/Job Expectation Level: 6.69 expected performance
scoring scale
Proficient Skills
7  8  9  10
Developing Skills
3  4  5  6
¨ Effective Use of Time/Resources: The ability to be organized, set priorities well, be productive 
and obtain the maximum benefit from a minimum investment of time and resources.
Student Skill Level: 7.29 actual performance score
Skill/Job Expectation Level: 6.62 expected performance