Professor-Writer | Content Curation and Validation - LEARNING ANALYTICS AND EDUCATIONAL DATA MINING - EdTech | Vitru

Description

We are **Vitru Educação**! The largest private distance learning institution in Brazil and a national reference in in-person education and Medicine. Together as **Vitru, Unicesumar, and Uniasselvi**, we are dedicated to individual and collective development. Our priority is learning; we make knowledge a lifestyle! We want to continue growing, responsibly, maintaining the excellence and values that brought us this far and will carry us forward! Do you want to come with us to the **Universe of Knowledge?** If you want to know more about **Vitru** and its brands Unicesumar and Uniasselvi, access our website: https://www.vitru.com.br/. **Job Title: Professor-Writer | Content Curation and Validation** **- - EdTech | Vitru** Vitru Educação is looking for a professor-writer to act in technical review, academic validation, and conceptual curation of the discipline LEARNING ANALYTICS AND EDUCATIONAL DATA MINING, in the postgraduate distance learning modality. **ABOUT THE ACTIVITY:** In this opportunity, the base content is developed by the internal team, and the role of the professor-writer is to ensure theoretical rigor, scientific currency, and pedagogical alignment, covering: **Content curation and validation** * Technical review of 3 themes (20 to 30 pages each) * Analysis of conceptual currency, language, and suitability for the audience * Verification and eventual supplementation of references * Making adjustments directly in the material (not just suggestions) **Assessment and complementary activities** * Validation of 3 self-study questions per theme * Review and validation of 15 objective questions per theme * Validation of complementary materials (1 case study + 10 questions) **Audiovisual content** * Validation of scripts and recording of 3 video lessons (10 to 15 minutes each) **DISCIPLINE SYLLABUS:** **Overview of Learning Analytics and EDM: objectives, limits, and educational uses. Data sources and collection in AVAs/LMS: logs, trails, participation, assessments, and retention. Data preparation and quality: cleaning, anonymization, variables, biases, and responsible interpretation. Educational metrics: engagement, progress, mastery, dropout risk, and activity effectiveness. Applied techniques: descriptive analysis, segmentation, correlation, prediction, and validation with common errors. Visualization and pedagogical decision-making: dashboards, interventions, impact monitoring, and ethics/privacy (LGPD).** **REQUIREMENTS:** * Postgraduate degree lato or stricto sensu – Specialization, Master's, or Doctorate in the area of the discipline*. * Familiarity with Google Docs and/or Word. * Organization, deadline management, and clarity in writing. * Previous experience in the production of books or educational materials will be considered a differential. Bachelor's degree in Data Science, Statistics, Computer Science, Information Systems, Engineering, or related areas. Postgraduate degree/Master's in Learning Analytics, Data Mining, Data Science, Educational Technology, or related areas is desirable. **ADVANTAGES OF BEING A VITRU PROFESSOR-WRITER:** * 100% home office activity; * Specialized follow-up during all stages; * Publications with ISBN registration; * Development of digital authoring skills; * National visibility and academic recognition. **OUR SELECTION PROCESS:** The selection process takes place directly on the InHire platform and follows the following stages: * Profile Analysis: evaluation of the resume and information registered on the platform. * Questions: pre-selected candidates will receive some questions to better understand the academic profile and professional experience. * Proposal Submission: candidates approved in this stage receive the details of the proposal (scope, deadlines, values). Acceptance does not constitute immediate hiring. * Hiring: the Contracts and Payments team requests documents, formalizes the contract, and directs the professor to the Learning Architects and Audiovisual teams. **Important: Vitru values and supports diversity in all its forms. All applications are welcome.**