Core Competencies

An image of a brain that looks like a computer chip
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