8 hard skills or competencies (industry competencies) for AI Engineer III
Skill definition-Applying computer science and engineering principles, methods, and practices to design, develop, deploy, and maintain reliable software systems.
Level 1 Behaviors
(General Familiarity)
Defines the concepts, components, and methodologies used in software engineering.
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Level 2 Behaviors
(Light Experience)
Follows established guidelines and standards when carrying out basic software maintenance tasks.
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Level 3 Behaviors
(Moderate Experience)
Operates complex quality assurance tools to test and evaluate software products before deployment.
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Level 4 Behaviors
(Extensive Experience)
Directs the implementation of testing procedures to improve the usability of software products.
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Level 5 Behaviors
(Mastery)
Designs and builds news software engineering tools to drive efficiency in operations.
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Skill definition-Applying the technologies and methodologies of artificial intelligence(AI) to develop and implement AI products and services for various business goals.
Level 1 Behaviors
(General Familiarity)
Describes the importance and goals of artificial intelligence (AI) across businesses and organizations.
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Level 2 Behaviors
(Light Experience)
Compiles reports and assessments on data and AI capability requirements for senior management's review.
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Level 3 Behaviors
(Moderate Experience)
Consults with managers to determine and refine machine learning objectives.
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Level 4 Behaviors
(Extensive Experience)
Evaluates advanced statistical techniques using AI methods to advance knowledge and pursue new approaches.
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Level 5 Behaviors
(Mastery)
Creates machine learning algorithms to analyze vast volumes of historical data to make predictions.
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5 general skills or competencies (Job family competencies) for AI Engineer III
Skill definition-Providing on-demand computing services that allow users to store, manage, and process their data remotely.
Level 1 Behaviors
(General Familiarity)
Cites security solutions for cloud-based computing.
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Level 2 Behaviors
(Light Experience)
Assists with transitioning cloud computing databases and software as a service technology.
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Level 3 Behaviors
(Moderate Experience)
Completes the architecture assessments of new computing solutions within public cloud services.
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Level 4 Behaviors
(Extensive Experience)
Evaluates cloud computing architectures to drive cost reduction in managing IT systems.
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Level 5 Behaviors
(Mastery)
Conceptualizes new IT cloud computing products and service offerings to drive business continuity.
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Skill definition-Analyzing, developing, and applying big data and algorithms to imitate how humans think and learn.
Level 1 Behaviors
(General Familiarity)
Describes the concepts and fundamental statistics of deep learning.
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Level 2 Behaviors
(Light Experience)
Conducts research to identify cutting-edge techniques and tools in deep learning.
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Level 3 Behaviors
(Moderate Experience)
Deploys accurate deep learning models to support computer vision tasks.
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Level 4 Behaviors
(Extensive Experience)
Creates and leverages deep learning models to improve the effectiveness of our business operations.
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Level 5 Behaviors
(Mastery)
Champions the adoption of advanced tools in developing language models to solve complex deep learning problems.
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8 soft skills or competencies (core competencies) for AI Engineer III
Skill definition-The ability and process of implementing new ideas and initiatives to improve organizational performance.
Level 1 Behaviors
(General Familiarity)
Names our key stakeholders from a business value chain perspective.
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Level 2 Behaviors
(Light Experience)
Supports the planning, implementation, and management of training programs that foster process improvements.
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Level 3 Behaviors
(Moderate Experience)
Implements effective marketing strategies that achieve improved business outcomes.
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Level 4 Behaviors
(Extensive Experience)
Trains others on various business and operation topics.
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Level 5 Behaviors
(Mastery)
Evaluates industry and market trends to identify new business opportunities.
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Skill definition-Executing and completing a task with a high level of accuracy.
Level 1 Behaviors
(General Familiarity)
Lists the traits of an employee showing great attention to detail.
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Level 2 Behaviors
(Light Experience)
Utilizes specific approaches and tools for checking and cross-checking outputs.
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Level 3 Behaviors
(Moderate Experience)
Suggests solutions to issues that arise while executing the tasks.
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Level 4 Behaviors
(Extensive Experience)
Manages training to improve staffs' concentration and attention to detail.
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Level 5 Behaviors
(Mastery)
Learns from previous works' strengths and weaknesses to guide new projects.
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Summary of AI Engineer III skills and competencies
There are 8 hard skills for AI Engineer III, Software Engineering, Artificial Intelligence (AI), Cognitive Computing, etc.
5 general skills for AI Engineer III, Cloud Computing, Deep Learning, Machine Learning, etc.
8 soft skills for AI Engineer III, Innovation, Attention to Detail, Time Management, etc.
While the list totals 21 distinct skills, it's important to note that not all are required to be mastered to the same degree. Some skills may only need a basic understanding, whereas others demand a higher level of expertise.
For instance, as a AI Engineer III, he or she needs to be skilled in Innovation, be skilled in Attention to Detail, and be skilled in Time Management.