Data analysis & insight generation Statistical analysis & predictive modelling Machine learning fundamentals (regression, decision trees, clustering) Data cleaning, transformation & EDA Data visualisation & dashboard development Time-series & financial data interpretation

Python (pandas, NumPy, scikit-learn, matplotlib) SQL (data extraction, querying & manipulation) Excel (advanced formulas, pivot tables, analytics) Power BI / Tableau (visualisation & reporting) Git/GitHub version control

Data storytelling & insight communication Translating analytics into business recommendations Stakeholder-focused reporting & presentation

Microeconomics, macroeconomics, and monetary economics International economics & economic policy Public economics, institutions and governance Law, political economy and the functioning of public and private stakeholders

Economic data analysis and interpretation Econometric reasoning and statistical evaluation Policy impact assessment and comparative analysis Ability to analyse markets, consumer behaviour and institutional contexts Report writing, academic research and structured argumentation

Critical thinking and problem-solving grounded in economic reasoning Ability to connect theory with real market and institutional dynamics Effective written and verbal communication

Corporate, institutional & public communication Marketing, branding & audience engagement strategies Media studies, journalism & digital communication Organisational communication & internal relations Sociology, social dynamics & behavioural influence Public relations & stakeholder management Ethics, law & communication in public institutions

Strategic communication planning (public, corporate & social) Audience analysis & message adaptation to different targets Content creation for digital & traditional media Crisis communication & reputation management Qualitative research, interviews, discourse & media analysis Ability to evaluate communication impact and effectiveness

Social media management & analytics platforms Content writing & copywriting for web, press, social media Presentation tools (PowerPoint / Keynote / Canva) Basic data interpretation for communication reporting Multimedia communication (video, graphic materials)

Clear and persuasive writing Public speaking and effective interpersonal communication Project coordination & teamwork in communication contexts Ability to mediate between organisations, media & audiences Creative problem-solving & adaptability in dynamic environments

Foundations of counselling theory and practice Principles of active listening and empathic communication Human behavior, emotional dynamics & interpersonal relationships Conflict mediation and communication management

Facilitation of brainstorming sessions for idea generation, problem-solving and innovation Business-focused counselling: supporting decision-making, stress management, leadership reflection and team dynamics

Goal-setting tools such as SMART objectives, session reframing and progress reviews

Active listening & empathic presence Structuring a counselling session and goal setting Facilitating personal awareness, clarity & self-expression Managing sensitive conversations with respect & confidentiality

Conducting one-to-one support conversations Building rapport and trust with individuals Observation & reflective feedback techniques Self-awareness, emotional regulation & reflective practice Working within ethical guidelines and duty of care principles

Counselling foundations with application toward measurable personal and professional development outcomes Goal-oriented support strategies — helping individuals move from problem identification to action-based solutions Purpose-led intervention design aimed at productivity, well-being and interpersonal efficiency