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Check with seller Machine Learning Lecturer, ML Instructor, Data Science Faculty
- Location: Hai Phong City, vietnam
Machine Learning Lecturer / Specialist
Job Overview
We are seeking a dedicated and technically proficient Machine Learning Lecturer to join our faculty. You will be the cornerstone of our machine learning program, teaching students the essential algorithms, statistical methodologies, and computational frameworks that drive modern intelligent systems. Your goal is to guide students from foundational supervised and unsupervised learning techniques to advanced modeling, ensuring they leave with both the theoretical knowledge and the practical engineering skills required to build, evaluate, and deploy scalable ML solutions.
Job Responsibilities
Instructional Delivery: Lead lectures on the core pillars of machine learning, including linear and logistic regression, decision trees, ensemble methods (Random Forests, Gradient Boosting), clustering, dimensionality reduction, and model evaluation techniques.
Curriculum Development: Design a comprehensive syllabus that integrates traditional machine learning with modern industry-standard practices, ensuring students are proficient in data preprocessing, feature engineering, and model validation.
Hands-on Lab Management: Oversee coding workshops where students apply algorithms to real-world datasets using libraries such as scikit-learn, Pandas, and NumPy, focusing on the end-to-end ML lifecycle.
Assessment & Project Oversight: Develop challenging assessments—including algorithmic implementation tasks and end-to-end predictive modeling projects—that test both mathematical intuition and coding capability.
Research & Mentorship: Mentor students on capstone projects and research initiatives, helping them translate academic curiosity into tangible ML applications.
Integration of Best Practices: Teach the importance of rigorous testing, cross-validation, hyperparameter tuning, and the identification of bias and variance in models.
Industry & Academic Engagement: Stay actively involved in the machine learning community to ensure course material remains relevant to the evolving landscape of predictive modeling and automated decision-making.
Job Requirements
Education: Master’s degree in Computer Science, Data Science, Statistics, or a related field; a PhD is highly preferred.
Experience: 3+ years of professional experience in data science or machine learning engineering, or significant experience in lecturing at the tertiary level.
Technical Skills:
Programming: Mastery of Python as the primary language for ML.
Core Knowledge: Deep understanding of the bias-variance tradeoff, optimization algorithms, and supervised/unsupervised learning theory.
Tooling: Proficiency in common ML libraries (scikit-learn, XGBoost, etc.) and data manipulation tools.
Mathematics: Strong foundations in linear algebra, probability, and statistics.
Soft Skills:
Translational Ability: Exceptional skill in taking complex mathematical concepts and explaining them intuitively to students of varying backgrounds.
Mentorship-Oriented: A patient, supportive approach to teaching that encourages student experimentation and learning from errors.
Analytical Rigor: A commitment to accurate data interpretation and the objective evaluation of model performance.
Adaptability: A passion for continuous learning in a field where new algorithms and best practices emerge constantly.
Benefits
Competitive Compensation: Attractive salary package with opportunities for research grants and consulting.
Professional Development: Support for attending top-tier industry and academic conferences, publishing research, and professional networking.
Intellectual Environment: An opportunity to shape the next generation of data scientists and machine learning engineers.
Comprehensive Benefits: Full insurance coverage, academic leave, and retirement benefits in accordance with local labor laws.
Career Growth: Defined pathways to Tenured Professor, Program Director, or Lead Research Scientist roles.
Machine Learning Lecturer, ML Instructor, Data Science Faculty, Machine Learning Engineer (Education focus), Applied ML Specialist.
Industry Keywords: Supervised/Unsupervised Learning, Feature Engineering, Model Evaluation, Ensemble Methods, Statistics, Scikit-learn, Predictive Modeling, Data Preprocessing.
Attributes: Analytical, Clear Communicator, Patient, Systematic, Research-driven, Technically-adept.
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