Core Competencies
Technical CI Skills (HPC, Cloud Computing, Data Management)
Pedagogical and Facilitation Skills
Professional Development and Career Transition Support
Interdisciplinary Research Methods
Community Building and Networking
CIP Fellow Training - Some Core Competencies
Technical CI Skills (HPC, Cloud Computing, Data Management)
High-Performance Computing Keywords
- Parallel Computing: MPI, OpenMP, CUDA, OpenACC, multithreading, distributed computing
- Job Schedulers: SLURM, PBS, SGE, LSF, Torque, resource allocation
- Performance Optimization: profiling, benchmarking, scalability, load balancing
- System Architecture: clusters, nodes, cores, memory hierarchy, interconnects
- Programming Models: shared memory, distributed memory, hybrid programming
- Workflow Management: pipelines, job dependencies, automation, orchestration
Cloud Computing Keywords
- Platform Services: IaaS, PaaS, SaaS, serverless, microservices
- Container Technologies: Docker, Kubernetes, Singularity, Apptainer, orchestration
- Infrastructure Management: provisioning, auto-scaling, load balancers, networking
- Cost Optimization: resource monitoring, rightsizing, reserved instances, spot instances
- Multi-Cloud Strategy: hybrid cloud, cloud migration, vendor lock-in, interoperability
- DevOps Practices: CI/CD, infrastructure as code, configuration management
Data Management Keywords
- Storage Systems: parallel filesystems, object storage, block storage, archival systems
- Data Transfer: high-throughput protocols, data staging, bandwidth optimization
- Database Technologies: relational, NoSQL, graph databases, time-series, distributed
- Data Lifecycle: ingestion, processing, analysis, archiving, retention policies
- Metadata Standards: Dublin Core, DataCite, schema.org, provenance tracking
- FAIR Principles: findable, accessible, interoperable, reusable data practices
Pedagogical and Facilitation Skills
Adult Learning Theory Keywords
- Learning Models: experiential learning, constructivism, andragogy, transformative learning
- Cognitive Load: scaffolding, chunking, prior knowledge activation, mental models
- Learning Styles: visual, auditory, kinesthetic, multimodal approaches
- Motivation Theory: self-determination, intrinsic motivation, goal orientation
- Assessment Methods: formative, summative, authentic assessment, rubrics
- Feedback Mechanisms: peer review, self-assessment, 360-degree feedback
Instructional Design Keywords
- Design Models: ADDIE, SAM, backward design, design thinking
- Learning Objectives: Bloom's taxonomy, SMART goals, competency-based education
- Content Development: multimedia learning, accessibility, universal design
- Technology Integration: LMS, authoring tools, interactive media, gamification
- Evaluation Methods: Kirkpatrick model, ROI analysis, learning analytics
- Quality Assurance: peer review, pilot testing, continuous improvement
Facilitation Skills Keywords
- Group Dynamics: team formation, conflict resolution, consensus building
- Communication: active listening, questioning techniques, nonverbal communication
- Engagement Strategies: interactive methods, breakout sessions, collaborative learning
- Virtual Facilitation: online platforms, digital tools, remote engagement
- Cultural Competence: inclusive practices, bias awareness, diverse perspectives
- Problem-Solving: critical thinking, creativity, decision-making processes
Professional Development and Career Transition Support
Career Development Keywords
- Career Planning: career mapping, skills assessment, goal setting, career transitions
- Professional Branding: personal brand, online presence, portfolio development
- Networking: relationship building, professional associations, mentorship programs
- Job Search: resume optimization, interview skills, salary negotiation, market analysis
- Leadership Development: emotional intelligence, team management, strategic thinking
- Entrepreneurship: innovation, business planning, risk assessment, startup culture
Project Management Keywords
- Methodologies: Agile, Scrum, Waterfall, Kanban, Lean, Six Sigma
- Planning Tools: work breakdown structure, Gantt charts, resource allocation
- Risk Management: risk assessment, mitigation strategies, contingency planning
- Communication: stakeholder management, status reporting, change management
- Quality Assurance: process improvement, performance metrics, deliverable standards
- Software Tools: project management platforms, collaboration tools, tracking systems
Grant and Funding Keywords
- Proposal Writing: narrative development, budget preparation, compliance requirements
- Funding Sources: federal agencies, foundations, industry partnerships, crowdfunding
- Evaluation Criteria: intellectual merit, broader impacts, feasibility, innovation
- Collaboration: multi-institutional partnerships, international cooperation, interdisciplinary teams
- Compliance: regulatory requirements, reporting, financial management, auditing
- Sustainability: long-term planning, diversified funding, scalability, impact measurement
Interdisciplinary Research Methods
Research Methodology Keywords
- Study Design: experimental, observational, mixed methods, longitudinal, cross-sectional
- Data Collection: surveys, interviews, ethnography, sensors, computational methods
- Statistical Analysis: hypothesis testing, regression, machine learning, Bayesian methods
- Reproducibility: open science, version control, documentation, replication studies
- Ethics: IRB approval, informed consent, data privacy, responsible conduct
- Literature Review: systematic review, meta-analysis, bibliometrics, knowledge synthesis
Convergence Research Keywords
- Systems Thinking: complexity science, network analysis, emergent properties, feedback loops
- Transdisciplinary Methods: co-creation, participatory research, stakeholder engagement
- Innovation Frameworks: design thinking, human-centered design, rapid prototyping
- Collaboration Models: virtual teams, distributed research, cross-cultural communication
- Problem-Solving: wicked problems, root cause analysis, scenario planning, foresight
- Impact Assessment: theory of change, logic models, outcome measurement, evaluation
Data Science Keywords
- Machine Learning: supervised, unsupervised, reinforcement learning, deep learning, neural networks
- Big Data: volume, velocity, variety, distributed computing, real-time processing
- Analytics: descriptive, predictive, prescriptive, business intelligence, data mining
- Visualization: dashboards, interactive graphics, storytelling with data, visual analytics
- Modeling: mathematical models, simulation, optimization, predictive analytics
- Tools and Platforms: programming languages, frameworks, cloud platforms, APIs
Community Building and Networking
Community Development Keywords
- Engagement Strategies: stakeholder mapping, outreach campaigns, grassroots organizing
- Event Management: conference planning, workshops, networking events, virtual gatherings
- Partnership Building: collaboration agreements, memorandums of understanding, consortiums
- Volunteer Management: recruitment, training, retention, recognition programs
- Resource Development: fundraising, sponsorship, grant writing, membership drives
- Governance: board development, policy creation, strategic planning, organizational structure
Digital Community Keywords
- Social Media Strategy: content creation, engagement metrics, platform optimization
- Online Platforms: forums, social networks, collaboration tools, community management systems
- Digital Marketing: SEO, content marketing, email campaigns, analytics
- Virtual Events: webinars, online conferences, hybrid events, streaming technology
- Content Curation: knowledge management, resource sharing, best practice documentation
- User Experience: interface design, accessibility, mobile optimization, user feedback
Professional Networks Keywords
- Association Management: membership development, program planning, professional standards
- Mentorship Programs: matching systems, training mentors, program evaluation, succession planning
- Knowledge Sharing: communities of practice, peer learning, expert networks, thought leadership
- Advocacy: policy development, lobbying, public relations, coalition building
- Diversity and Inclusion: equity initiatives, bias training, inclusive leadership, cultural competence
- International Collaboration: global partnerships, cross-cultural communication, virtual exchanges
Measurement and Evaluation Keywords
- Community Metrics: engagement rates, growth indicators, participation levels, retention rates
- Impact Assessment: outcome measurement, theory of change, social return on investment
- Survey Methods: member satisfaction, needs assessment, program evaluation, feedback systems
- Data Analysis: trend analysis, predictive modeling, segmentation, behavioral analytics
- Reporting: dashboards, annual reports, impact stories, stakeholder communication
- Continuous Improvement: iterative design, feedback loops, adaptive management, innovation cycles