Joël Ky
Ingénieur R&D, Chercheur, Machine learning engineer/research, Data scientist
Joël Ky
Joël Ky
Ingénieur R&D, Chercheur, Machine learning engineer/research, Data scientist
Core business
Skill development
- Takes a critical look at his skills and experience and regularly fine-tunes his career goals.
- Knows how to develop new skills to keep step with changing knowledge and needs.
- Relies on advice from competent professionals (coaching) or experienced staff and takes their opinions into account; uses his networks to manage his career.
- Is able to evolve gradually from technical expertise to managerial expertise.
- Helps his staff develop their skills and networks and assists them in achieving career development goals.
Evaluation
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Knows how to regularly evaluate the progress, impact and outcomes of his staff’s activities.
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Takes part in evaluating both internal and external projects.
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Is able to evaluate hypotheses and concepts lying beyond his field of expertise.
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Encourages his staff to take ownership of the evaluation process.
Information management
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Conducts advanced searches using a range of software solutions, resources and techniques, recognizing the advantages and limitations of each.
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Masters the creation, organization, validation, sharing, storing and archiving of information and/or raw data and addresses the associated risks.
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Understands the legal, ethical and security requirements of information management.
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Is familiar with the value of, and uses, metadata.
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Advises and assists his staff using information-gathering and management methods, critiquing sources and evaluating information and data.
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Makes his staff aware of information security and legal and ethical requirements.
Expertise and methods
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Is familiar with recent progress in fields related to his own.
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Is able to engage in dialogue and collaboration with experts in other disciplines or fields of activity.
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Takes ownership of new research methods and techniques.
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Is able to document and evaluate his activities using statistical methods where applicable.
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Can formulate complex problems that correspond to new challenges.
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Is able to develop arguments in support of new projects.
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Knows how to adapt his arguments to his audience.
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Advises and assists his staff in making appropriate use of investigative methods, improving their performance and enhancing their skills.
Personal and relational qualities
Communication
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Adapts his register to communicate with experts in other fields at both the national and international levels.
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Masters communication techniques for various contexts and media.
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Communicates effectively when addressing a diverse and lay audience.
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Knows how to address a community of professionals.
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Educates and trains his staff in the use of digital communication technologies.
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Is able to work and lead a group in at least English and one other world language.
Collaboration
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Develops and maintains cooperative networks.
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Knows how to build a professional network for his own and the company’s benefit.
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Is considered an authority in his field of expertise.
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Is able to envisage his work in a partnership framework; evaluates the benefits and limitations of a partnership and identifies shared and conflicting interests.
Analysis, synthesis and critical thinking
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Knows how to apply his analyzing and synthesizing abilities to new fields.
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Takes ownership of new analytical methods.
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Has a novel and independent way of thinking and makes significant contributions.
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Questions “business-as-usual” scenarios in his activity.
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Advises his staff to help them develop their own capacities of analysis and synthesis.
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Stimulates critical thinking among his peers and his staff.
Open-mindedness and creativity
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Demonstrates an ability to acquire knowledge; shows flexibility and open-mindedness. Engages in interdisciplinary activities.
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Possesses a constructive style of questioning and scientific doubt.
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Develops, takes ownership of and tests new ideas; is clever; seizes opportunities.
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Interacts with and seeks the collaboration of professionals of different cultures; knows how to accommodate cultural differences.
Commitment
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Recognizes and can clearly identify his sources of motivation.
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Is able to sustain his commitment and motivation in the face of setbacks and adversity.
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Deals efficiently with the routine aspects of his job.
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Strives for excellence; shows determination.
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Learns from his mistakes and bounces back from failures.
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Relies on the support and assistance of his peers.
Integrity
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Respects the standards and practices of his entity.
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Demonstrates integrity in the processing and dissemination of data.
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Demonstrates integrity with respect to his partners’ or competitors' contributions in accordance with intellectual property rules.
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Upholds the confidentiality and anonymity of subjects taking part in studies and research.
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Honors his commitments and ensures the congruence between actions and words.
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Declares any conflict of interest.
Balance
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Knows how to deal with strong opposition.
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Draws on his strengths and transcends his weaknesses.
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Knows how to cope with pressure generated by his career or his personal life.
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Is able to keep his work and home environments separate.
Listening and empathy
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Has the ability to listen in various situations.
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Understands the needs and way of thinking of the people he deals with, including those with a different field of expertise, occupation and/or culture.
Negotiation
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Is able to detect people’s unstated needs based on the requests they formulate.
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Knows how to reconcile the drivers, requirements and constraints of his contacts to reach a consensus, and is able to gather all the information needed to do so.
Communication
-
Adapts his register to communicate with experts in other fields at both the national and international levels.
-
Masters communication techniques for various contexts and media.
-
Communicates effectively when addressing a diverse and lay audience.
-
Knows how to address a community of professionals.
-
Educates and trains his staff in the use of digital communication technologies.
-
Is able to work and lead a group in at least English and one other world language.
Collaboration
-
Develops and maintains cooperative networks.
-
Knows how to build a professional network for his own and the company’s benefit.
-
Is considered an authority in his field of expertise.
-
Is able to envisage his work in a partnership framework; evaluates the benefits and limitations of a partnership and identifies shared and conflicting interests.
Analysis, synthesis and critical thinking
-
Knows how to apply his analyzing and synthesizing abilities to new fields.
-
Takes ownership of new analytical methods.
-
Has a novel and independent way of thinking and makes significant contributions.
-
Questions “business-as-usual” scenarios in his activity.
-
Advises his staff to help them develop their own capacities of analysis and synthesis.
-
Stimulates critical thinking among his peers and his staff.
Open-mindedness and creativity
-
Demonstrates an ability to acquire knowledge; shows flexibility and open-mindedness. Engages in interdisciplinary activities.
-
Possesses a constructive style of questioning and scientific doubt.
-
Develops, takes ownership of and tests new ideas; is clever; seizes opportunities.
-
Interacts with and seeks the collaboration of professionals of different cultures; knows how to accommodate cultural differences.
Commitment
-
Recognizes and can clearly identify his sources of motivation.
-
Is able to sustain his commitment and motivation in the face of setbacks and adversity.
-
Deals efficiently with the routine aspects of his job.
-
Strives for excellence; shows determination.
-
Learns from his mistakes and bounces back from failures.
-
Relies on the support and assistance of his peers.
Integrity
-
Respects the standards and practices of his entity.
-
Demonstrates integrity in the processing and dissemination of data.
-
Demonstrates integrity with respect to his partners’ or competitors' contributions in accordance with intellectual property rules.
-
Upholds the confidentiality and anonymity of subjects taking part in studies and research.
-
Honors his commitments and ensures the congruence between actions and words.
-
Declares any conflict of interest.
Balance
-
Knows how to deal with strong opposition.
-
Draws on his strengths and transcends his weaknesses.
-
Knows how to cope with pressure generated by his career or his personal life.
-
Is able to keep his work and home environments separate.
Listening and empathy
-
Has the ability to listen in various situations.
-
Understands the needs and way of thinking of the people he deals with, including those with a different field of expertise, occupation and/or culture.
Negotiation
-
Is able to detect people’s unstated needs based on the requests they formulate.
-
Knows how to reconcile the drivers, requirements and constraints of his contacts to reach a consensus, and is able to gather all the information needed to do so.
Joël Ky
Joël Ky
Ingénieur R&D, Chercheur, Machine learning engineer/research, Data scientist
Business management and value creation
Project management
- Plans projects to meet goals in accordance with strategy and priorities, and taking quality, deadline and budget constraints into account.
- Knows how to write specifications.
- Is accountable for resources used and for meeting the deadlines and quality requirements of the deliverable.
- Reacts efficiently and appropriately to change and unforeseen events.
- Conducts his project within a framework of auditing and evaluation, deploying the appropriate systems.
Managing change
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Can adapt his approach and the project organization according to imperatives.
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Adapts to changes and opportunities; knows how and where to find advice.
Decision-making
- Realizes that no one solution is perfect; can reconcile the imperatives of the market with the quest for technical optimization.
- Is able to make choices and assume the consequences of his decisions; has the ability to reconsider decisions when needed.
Producing results
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Knows how to transform ideas into innovations.
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Quickly deploys prototype and test phases; involves internal and external customers in these phases.
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Learns the lessons of the initial tests.
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Understands the policies and processes involved in publishing and exploiting research outcomes in his entity.
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Is able to determine the most appropriate means of exploiting his results (e.g., patent, publication).
Project management
- Plans projects to meet goals in accordance with strategy and priorities, and taking quality, deadline and budget constraints into account.
- Knows how to write specifications.
- Is accountable for resources used and for meeting the deadlines and quality requirements of the deliverable.
- Reacts efficiently and appropriately to change and unforeseen events.
- Conducts his project within a framework of auditing and evaluation, deploying the appropriate systems.
Managing change
-
Can adapt his approach and the project organization according to imperatives.
-
Adapts to changes and opportunities; knows how and where to find advice.
Decision-making
- Realizes that no one solution is perfect; can reconcile the imperatives of the market with the quest for technical optimization.
- Is able to make choices and assume the consequences of his decisions; has the ability to reconsider decisions when needed.
Producing results
-
Knows how to transform ideas into innovations.
-
Quickly deploys prototype and test phases; involves internal and external customers in these phases.
-
Learns the lessons of the initial tests.
-
Understands the policies and processes involved in publishing and exploiting research outcomes in his entity.
-
Is able to determine the most appropriate means of exploiting his results (e.g., patent, publication).
Strategy and Leadership
Strategy
- Is aware of how his project fits into the organization’s strategy and the strategic directions of the sector or field of activity.
- Understands relationships between entities and individuals (the role and drivers of each).
- Is able to identify influent people that support his projects and understand what they stand to gain from it.