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MAXIMIZE EFFECTIVENESS
OF HUMAN CAPITAL
Roman Yakhymets
May 31, 2014
• A Top Performer’s value is 2-4x greater
than the performance of average
employees (Ultirch and Smallwood, 2004)
• For software engineers in general, top
performers are 12x more productive
(Pfeffer and Sutton, 2006)
• Google says one top-notch software
engineer is worth 300x average (HCI, 2008)
Stats
Cost of Defect Removal
http://www.stevemcconnell.com/articles/art04.htm
Cost of Defect Removal
by Project Phase
Work
Early Identify Risks
Performance Review
Exceed Expectations
Strength Area
Satisfactory
Needs Development
Performance Model
Senior Engineer
Competencies Expected Behavior
Required
Score
Measurement
Method
People required
for evaluation
Functional Competencies
Software Design
Containers and
algorithms
1) Choosing appropriate data containers, including the complex ones like
graphs, balanced trees, threaded trees, etc., for representing application
information. Taking into account strengths and weaknesses of each.
2) Choosing the most effective algorithms for processing application
information.
4,0
Direct
Feedback
SBUM/PM/TL
OOP
1) Demonstrating deep understanding of OOP development.
2) Using effectively OOP paradigm in everyday work.
4,0
Direct
Feedback
SBUM/PM/TL
Architecture and
OOD
1) Assisting in definition of system architecture(vision).
2) Decomposing problem space into sub-systems(layers, tiers, modules, etc).
3) Demonstrating proficient knowledge of design and architectural patterns,
applying that knowledge in everyday work.
4) Documenting design decisions (UML, ER-diagrams, etc)
5) Prototyping of technical approaches and solutions suggested to customer.
4,0
Direct
Feedback
SBUM/PM/TL
Qualification Level
Performance Area
Performance Item
Expert
Competent
Qualified
None
Knowledge Evaluation
Knowledge Model
Capability
Levels
Qualification Levels
Profile Requirements
Knowledge Areas
Knowledge Items
Knowledge Model Standard
Capability Level Requirements
References
Certification
Early Eliminate Risks
Performance Feedback
Training
eLearning
Workshop
Community of Practice
Compensation Review
Competence Development
Early
Eliminate Risks
Early Identify Risks
Competence Development Framework
Standards Measurement Analysis Development
Knowledge
Skills
Behavior
Self-
Education
Seminars
Trainings
Coaching
New
AssignmentPerformance Model
Knowledge Model
Performance
Appraisal
Knowledge
Evaluation
Certification
Analytics
THANK YOU
21
Facebook, LinkedIn, Skype: Roman Yakhymets

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