Arn Marklund

researcher in astrophysics

Arn Marklund

Arn Marklund

researcher in astrophysics

Core business

1
Skill development
Core business

Skill development

An aspect of your own experience that demonstrates this skill :
For example, by reading articles I get a good sense of what methods to use, and I took a autumn school which taught the foundations of artificial intelligence which enabled me to apply the skills and knowledge for my PhD project.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Sets his professional goals to be ambitious yet realistic.
  • Identifies and develops means to enhance his employability throughout his career; manages his professional development.
  • Broadens and upgrades his skillset, personal qualities and achievements.
  • Uses his networks to expand his scope of competence.
  • Knows how to transfer his expertise to other fields of activity.
  • Realizes the necessarily international dimension of his career path.
  • Accepts input from a mentor or coach to benefit his professional development.
1
Evaluation
Core business

Evaluation

An aspect of your own experience that demonstrates this skill :
I have actively participated in collaborative meetings and summer schools, enhancing my skills and understanding. I regularly meet with my supervisor to discuss progress and challenges. Engaging in scientific discussions has further sharpened my critical thinking and analytical abilities.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Evaluates the value of various documents concerning his field of expertise.

  • Is able to judge his own results in terms of both quality and added value.

  • Is willing to expose ideas to a critical audience; takes others’ opinions of his work into account.

  • Is willing to evaluate the work of other contributors and provides reasoned, realistic judgments of others’ work.

1
Information management
Core business

Information management

An aspect of your own experience that demonstrates this skill :
Developed through literature reviews for thesis work, use of databases like ADS and arXiv, organizing sources with Zotero, and managing simulation data storage securely during research projects.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Knows how to review the state of the art (SOTA) in a scientific topic.

  • Makes efficient use of information-gathering methods, identifies pertinent resources, particularly bibliographic resources.

  • Masters web-based research (e.g., bibliographic databases, patent databases)

  • Knows how to judge the pertinence of information, critique sources and check source reliability.

  • Designs and implements information-gathering and management systems using suitable technology.

  • Addresses issues relating to the security and life cycle of data.

  • Seeks out support from experts in information and data management.

1
Expertise and methods
Core business

Expertise and methods

An aspect of your own experience that demonstrates this skill :
Through my academic path in astrophysics—from bachelor's to PhD—I’ve built a strong foundation in the theoretical and historical background of the field. I stay current with advancements by following key journals, attending international conferences, and engaging with global collaborations. During my research, I apply relevant statistical tools and numerical methods, justifying their use depending on the dataset and objective. Formulating hypotheses is part of my everyday research process, and I regularly defend my work in meetings, seminars and collaborations, using structured presentations supported by rigorous data analysis.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Masters the basic knowledge and key concepts of his field and knows their history and their significance.

  • Is familiar with recent progress in his field.

  • Can view his research activities within an international context.

  • Is familiar with the investigative methods and techniques of his field (including mathematics and statistics) and can explain why they are appropriate for a given purpose.

  • Is able to consider alternative methods and techniques.

  • Is able to formulate problems and hypotheses according to needs.

  • Defends his research findings in a constructive manner; provides evidence to support his ideas and proposals.

  • Organizes his presentations in a clear, informative and concise manner.

Personal and relational qualities

1
Communication
Personal and relational qualities

Communication

An aspect of your own experience that demonstrates this skill :
Presented at meetings, taught undergrads, wrote/writing papers, used LaTeX and slides, shared research online, and communicated in English and Swedish across academic settings.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Knows how to put together a persuasive presentation and communicate about his project or his activity.

  • Understands, interprets and communicates appropriately in a register suited to his aims and his audience.

  • Masters a range of communication tools.

  • Masters his online identity.

  • Contributes to the dissemination of knowledge within the company, and demonstrates effective teaching skills.

  • Is proficient in at least English and one other world language.

1
Collaboration
Personal and relational qualities

Collaboration

An aspect of your own experience that demonstrates this skill :
Collaborated on multi-institution projects, attended/attending conferences, workshops, summer schools, meetings to build networks, discussed joint goals in research partnerships.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.

1
Analysis, synthesis and critical thinking
Personal and relational qualities

Analysis, synthesis and critical thinking

An aspect of your own experience that demonstrates this skill :
Learned through peer review, journal clubs, and research discussions; practiced summarizing results, comparing theories, adjusting views based on data, and maintaining critical objectivity.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Analyzes his own findings and those of his peers.

  • Is able to synthesize; expresses key ideas clearly.

  • Can sort and rank information according to the goal.

  • Pursues his reasoning and hypotheses free of dogmatism or ideological bias.

  • Has the objectivity to consider various schools of thought; is able to modify his point of view.

  • Demonstrates intellectual rigor.

1
Open-mindedness and creativity
Personal and relational qualities

Open-mindedness and creativity

An aspect of your own experience that demonstrates this skill :
Worked with international teams, explored methods from other fields like machine learning, stayed curious, tested new models, and adapted to diverse research environments and perspectives.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.

1
Commitment
Personal and relational qualities

Commitment

An aspect of your own experience that demonstrates this skill :
Motivated by curiosity and discovery; stayed focused through setbacks like failed experiments; learned from errors, handled routine tasks, and leaned on peers for support and perspective.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.

1
Integrity
Personal and relational qualities

Integrity

An aspect of your own experience that demonstrates this skill :
Followed data ethics in all research, cited sources properly, respected IP and confidentiality rules, honored deadlines, and disclosed potential conflicts during collaborations or publications.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.

1
Balance
Personal and relational qualities

Balance

An aspect of your own experience that demonstrates this skill :
I recognize my strengths and limits, seek feedback from mentors, communicate clearly, manage work-life balance, and use stress-relief methods like exercise, peer support, social interactions with peers outside of work.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Is aware of his aptitudes, knows how to take advantage of them and demonstrate them.

  • Expresses himself relevantly, confidently and didactically.

  • Recognizes the limits of his knowledge, skills and expertise, and knows where to find support when needed.

  • Is able to consider his practices and experience as part of the bigger picture.

  • Develops his strengths and knows how to correct his weaknesses by seeking the opinion of others.

  • Is aware of the need to reconcile career and personal life.

  • Develops mechanisms to cope with pressure and seeks support when needed.

1
Listening and empathy
Personal and relational qualities

Listening and empathy

An aspect of your own experience that demonstrates this skill :
Developed by working in diverse teams, actively listening in meetings, adapting communication to different expertise levels, respecting cultural differences in collaborations, social interactions etc.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.

1
Negotiation
Personal and relational qualities

Negotiation

An aspect of your own experience that demonstrates this skill :
Learned through social interactions, collaborative projects, listening closely to colleagues’ concerns, balancing goals and constraints, and facilitating consensus in group decisions during research and teamwork.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.

1
Communication
Personal and relational qualities

Communication

An aspect of your own experience that demonstrates this skill :
Presented at meetings, taught undergrads, wrote/writing papers, used LaTeX and slides, shared research online, and communicated in English and Swedish across academic settings.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Knows how to put together a persuasive presentation and communicate about his project or his activity.

  • Understands, interprets and communicates appropriately in a register suited to his aims and his audience.

  • Masters a range of communication tools.

  • Masters his online identity.

  • Contributes to the dissemination of knowledge within the company, and demonstrates effective teaching skills.

  • Is proficient in at least English and one other world language.

1
Collaboration
Personal and relational qualities

Collaboration

An aspect of your own experience that demonstrates this skill :
Collaborated on multi-institution projects, attended/attending conferences, workshops, summer schools, meetings to build networks, discussed joint goals in research partnerships.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.

1
Analysis, synthesis and critical thinking
Personal and relational qualities

Analysis, synthesis and critical thinking

An aspect of your own experience that demonstrates this skill :
Learned through peer review, journal clubs, and research discussions; practiced summarizing results, comparing theories, adjusting views based on data, and maintaining critical objectivity.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Analyzes his own findings and those of his peers.

  • Is able to synthesize; expresses key ideas clearly.

  • Can sort and rank information according to the goal.

  • Pursues his reasoning and hypotheses free of dogmatism or ideological bias.

  • Has the objectivity to consider various schools of thought; is able to modify his point of view.

  • Demonstrates intellectual rigor.

1
Open-mindedness and creativity
Personal and relational qualities

Open-mindedness and creativity

An aspect of your own experience that demonstrates this skill :
Worked with international teams, explored methods from other fields like machine learning, stayed curious, tested new models, and adapted to diverse research environments and perspectives.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.

1
Commitment
Personal and relational qualities

Commitment

An aspect of your own experience that demonstrates this skill :
Motivated by curiosity and discovery; stayed focused through setbacks like failed experiments; learned from errors, handled routine tasks, and leaned on peers for support and perspective.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.

1
Integrity
Personal and relational qualities

Integrity

An aspect of your own experience that demonstrates this skill :
Followed data ethics in all research, cited sources properly, respected IP and confidentiality rules, honored deadlines, and disclosed potential conflicts during collaborations or publications.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.

1
Balance
Personal and relational qualities

Balance

An aspect of your own experience that demonstrates this skill :
I recognize my strengths and limits, seek feedback from mentors, communicate clearly, manage work-life balance, and use stress-relief methods like exercise, peer support, social interactions with peers outside of work.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Is aware of his aptitudes, knows how to take advantage of them and demonstrate them.

  • Expresses himself relevantly, confidently and didactically.

  • Recognizes the limits of his knowledge, skills and expertise, and knows where to find support when needed.

  • Is able to consider his practices and experience as part of the bigger picture.

  • Develops his strengths and knows how to correct his weaknesses by seeking the opinion of others.

  • Is aware of the need to reconcile career and personal life.

  • Develops mechanisms to cope with pressure and seeks support when needed.

1
Listening and empathy
Personal and relational qualities

Listening and empathy

An aspect of your own experience that demonstrates this skill :
Developed by working in diverse teams, actively listening in meetings, adapting communication to different expertise levels, respecting cultural differences in collaborations, social interactions etc.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.

1
Negotiation
Personal and relational qualities

Negotiation

An aspect of your own experience that demonstrates this skill :
Learned through social interactions, collaborative projects, listening closely to colleagues’ concerns, balancing goals and constraints, and facilitating consensus in group decisions during research and teamwork.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.

Arn Marklund

Arn Marklund

researcher in astrophysics

Business management and value creation

1
Project management
Business management and value creation

Project management

An aspect of your own experience that demonstrates this skill :
Managed research projects by setting clear goals, timelines, and quality standards; wrote project plans; adapted to issues; and regularly reviewed progress with supervisors.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.
1
Managing change
Business management and value creation

Managing change

An aspect of your own experience that demonstrates this skill :
Adapted project plans when new data or tools emerged, listening/paying attention to how other peers deal with similar issues and how I can learn from their decisions (mistakes or not), sought advice from supervisors, and embraced new methods to improve outcomes.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Can adapt his approach and the project organization according to imperatives.

  • Adapts to changes and opportunities; knows how and where to find advice.

1
Decision-making
Business management and value creation

Decision-making

An aspect of your own experience that demonstrates this skill :
Made data-driven choices during the project, prioritized tasks based on impact and importance, consulted advisors for major decisions, and reported progress to supervisors to guide project direction.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Knows how to make appropriate decisions for each phase of his project.
  • Assists his line management in making major decisions (e.g., reporting, scenarios)
1
Obtaining and managing funding
Business management and value creation

Obtaining and managing funding

An aspect of your own experience that demonstrates this skill :
Applied to and received travel grants and funding for conferences, reducing / combining with other means of funding (e.g. from supervisors)
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Manages his own funding and is comfortable in discussions with budget, financial and economic decision-makers.
  • Understands the funding process and knows how to determine the profitability of an activity.
  • Knows how to answer a request for proposals and/or write a grant application.
1
Producing results
Business management and value creation

Producing results

An aspect of your own experience that demonstrates this skill :
Turned research questions into experiments, quickly tested hypotheses, incorporated feedback from collaborators, published findings following institutional guidelines
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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).

1
Intellectual and industrial property
Business management and value creation

Intellectual and industrial property

An aspect of your own experience that demonstrates this skill :
Learned through research seminars and institutional training on IP and copyright, research integrity, discussions with professors, supervisors, peers, and followed data-sharing rules in collaborations.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Has basic knowledge of the rules of intellectual/industrial property and copyright as they apply to his own activities.

  • Understands the advantages and drawbacks of filing a patent.
  • Is aware of the importance of controlling the release of information.
1
Project management
Business management and value creation

Project management

An aspect of your own experience that demonstrates this skill :
Managed research projects by setting clear goals, timelines, and quality standards; wrote project plans; adapted to issues; and regularly reviewed progress with supervisors.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.
1
Managing change
Business management and value creation

Managing change

An aspect of your own experience that demonstrates this skill :
Adapted project plans when new data or tools emerged, listening/paying attention to how other peers deal with similar issues and how I can learn from their decisions (mistakes or not), sought advice from supervisors, and embraced new methods to improve outcomes.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Can adapt his approach and the project organization according to imperatives.

  • Adapts to changes and opportunities; knows how and where to find advice.

1
Decision-making
Business management and value creation

Decision-making

An aspect of your own experience that demonstrates this skill :
Made data-driven choices during the project, prioritized tasks based on impact and importance, consulted advisors for major decisions, and reported progress to supervisors to guide project direction.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Knows how to make appropriate decisions for each phase of his project.
  • Assists his line management in making major decisions (e.g., reporting, scenarios)
1
Obtaining and managing funding
Business management and value creation

Obtaining and managing funding

An aspect of your own experience that demonstrates this skill :
Applied to and received travel grants and funding for conferences, reducing / combining with other means of funding (e.g. from supervisors)
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Manages his own funding and is comfortable in discussions with budget, financial and economic decision-makers.
  • Understands the funding process and knows how to determine the profitability of an activity.
  • Knows how to answer a request for proposals and/or write a grant application.
1
Producing results
Business management and value creation

Producing results

An aspect of your own experience that demonstrates this skill :
Turned research questions into experiments, quickly tested hypotheses, incorporated feedback from collaborators, published findings following institutional guidelines
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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).

1
Intellectual and industrial property
Business management and value creation

Intellectual and industrial property

An aspect of your own experience that demonstrates this skill :
Learned through research seminars and institutional training on IP and copyright, research integrity, discussions with professors, supervisors, peers, and followed data-sharing rules in collaborations.
I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • Has basic knowledge of the rules of intellectual/industrial property and copyright as they apply to his own activities.

  • Understands the advantages and drawbacks of filing a patent.
  • Is aware of the importance of controlling the release of information.

Strategy and Leadership

1
Strategy
Strategy and Leadership

Strategy

I believe I have reached the PHASE 1 of development of this skill.
View this phase detail
  • 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.