Ingeniero de Machine Learning para Tutores Virtuales Educativos

Placements24; Tlaquepaque; Hybrid; MXN 900.000 - 1.400.000; Vollzeit

Benefits dieser Stelle

Health insurance

Retirement plans

Professional development

Zusammenfassung

Placements24 in Tlaquepaque, Jalisco, Mexico, seeks an experienced Machine Learning Engineer for Educational Tutoring AI. The role centers on designing, training, and deploying NLP-driven tutoring models integrated into learning platforms.

You will optimize conversational AI, student performance predictions, and personalized recommendations while collaborating with data scientists, engineers, and educators. Applicants should hold a Master’s or Ph.D.

Qualifikationen

• Master's or Ph.D. in a quantitative field such as CS, AI, ML, or Computational Linguistics.
• Minimum of 5 years hands-on ML experience with emphasis on NLP.
• Proficiency in Python and ML libraries (TensorFlow, PyTorch, scikit-learn, NLTK, SpaCy).
• Experience with NLP architectures (Transformers, LSTMs, RNNs).
• Experience with cloud ML platforms (AWS SageMaker, Google AI Platform, Azure ML).
• Experience in the education technology sector or developing AI for educational applications is highly desirable.
• Strong problem-solving, analytical, and teamwork skills.

Aufgaben

• Design, develop, train, and deploy machine learning models for educational tutoring applications, focusing on NLP and conversational AI.
• Develop and improve algorithms for natural language understanding, dialogue management, and response generation.
• Implement and fine-tune models for student performance prediction, knowledge gap identification, and personalized learning recommendations.
• Collaborate with software engineers to integrate ML models into production systems and educational platforms.
• Conduct experiments to evaluate model performance, identify areas for improvement, and validate hypotheses.
• Process and analyze large datasets of student interactions to extract insights and improve model accuracy.
• Stay abreast of the latest research and advancements in ML, NLP, and AI in education.
• Contribute to the technical roadmap and strategy for AI-driven educational tools.
• Ensure the ethical development and deployment of AI systems in educational settings.
• Document models, algorithms, and experimental results thoroughly.

Kenntnisse

NLP proficiency

Deep learning

Data analysis

Communication & teamwork

Ausbildung

Master's or Ph.D. in CS/AI/ML/Computational Linguistics

Tools

Python

TensorFlow

PyTorch

scikit-learn

NLTK

SpaCy

AWS SageMaker

Google AI Platform

Azure ML

Jobbeschreibung

About the Role

Our client, a cutting-edge AI and education technology firm located in Tlaquepaque, Jalisco , is seeking an exceptional Ingeniero de Machine Learning para Tutores Virtuales Educativos . This role is pivotal in developing and refining the artificial intelligence engines that power sophisticated virtual tutoring systems. The ideal candidate will have a strong background in machine learning, natural language processing (NLP), and experience applying these technologies to educational contexts. You will be responsible for designing, implementing, and optimizing ML models that enable intelligent student interaction, personalized feedback, and adaptive learning pathways. This hybrid role requires close collaboration with data scientists, software engineers, and educational experts to create truly transformative learning tools.

Key Responsibilities

• Design, develop, train, and deploy machine learning models for educational tutoring applications, focusing on NLP and conversational AI.
• Develop and improve algorithms for natural language understanding, dialogue management, and response generation.
• Implement and fine-tune models for student performance prediction, knowledge gap identification, and personalized learning recommendations.
• Collaborate with software engineers to integrate ML models into production systems and educational platforms.
• Conduct experiments to evaluate model performance, identify areas for improvement, and validate hypotheses.
• Process and analyze large datasets of student interactions to extract insights and improve model accuracy.
• Stay abreast of the latest research and advancements in machine learning, NLP, and AI in education.
• Contribute to the technical roadmap and strategy for AI-driven educational tools.
• Ensure the ethical development and deployment of AI systems in educational settings.
• Document models, algorithms, and experimental results thoroughly.

Requirements

• Master's or Ph.D. in Computer Science, Artificial Intelligence, Machine Learning, Computational Linguistics, or a related quantitative field.
• Minimum of 5 years of hands-on experience in developing and deploying machine learning models, with a strong emphasis on NLP.
• Proficiency in programming languages such as Python and libraries like TensorFlow, PyTorch, scikit-learn, NLTK, SpaCy.
• Proven experience with deep learning architectures relevant to NLP (e.g., Transformers, LSTMs, RNNs).
• Experience with cloud ML platforms (e.g., AWS SageMaker, Google AI Platform, Azure ML).
• Strong understanding of statistical methods and data analysis.
• Experience in the education technology sector or developing AI for educational applications is highly desirable.
• Excellent problem-solving, analytical, and critical thinking skills.
• Strong communication and teamwork abilities.
• Familiarity with the tech innovation landscape in Tlaquepaque, Jalisco is a plus.

Benefits

Our client offers a highly competitive salary, performance-based incentives, and a comprehensive benefits package including health insurance, retirement plans, and opportunities for continuous learning and professional development. You will work in a dynamic and innovative environment in Tlaquepaque, Jalisco , with a flexible hybrid work arrangement. Be part of a team pushing the boundaries of AI in education and creating tools that significantly impact student learning.