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AI Research & Development Engineer (EdTech Focus)

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AI Research & Development Engineer (EdTech Focus)

Nebula Group Ltd.
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We're seeking an AI specialist to join our multidisciplinary team in developing cutting-edge AI solutions for education. The role focuses on fine-tuning and implementing AI models that enhance learning and teaching effectiveness through our educational platforms.


Key Responsibilities:

  1. AI Solution Design: Conceptualize and develop innovative AI solutions tailored for educational applications, enhancing learning and teaching experiences.
  2. LLM Fine-Tuning: Customize and fine-tune Large Language Models to address specific educational use cases, ensuring relevance and effectiveness.
  3. AI Pipeline Development: Create and optimize robust AI pipelines for processing and analyzing educational data, ensuring efficiency and scalability.
  4. ML Infrastructure Management: Build, deploy, and maintain scalable machine learning infrastructure to support ongoing and future AI initiatives.
  5. Collaborative Research: Work closely with the research team to analyze data on learning effectiveness, leveraging insights to inform AI development.
  6. Technical Documentation: Document detailed technical specifications, algorithms, and workflows, and maintain a clean, organized codebase for ongoing projects.
  7. Continuous Improvement: Stay updated with the latest advancements in AI and EdTech, integrating new methodologies and technologies to enhance product offerings.
  8. Cross-Functional Collaboration: Partner with product managers, educators, and other stakeholders to align AI initiatives with educational goals and user needs.


Technical Requirements:

  • Education:

Master's or doctorate degree in Computer Science, AI, or related field from top universities


  • Essential Technical Skills:
  1. Machine Learning Expertise : Proven experience in ML model development, deployment, and extensive hands-on experience with Large Language Model (LLM) fine-tuning.
  2. Programming Proficiency: Advanced skills in Python, including writing efficient and maintainable code.
  3. ML Frameworks: Proficiency with machine learning frameworks such as PyTorch and TensorFlow, along with experience in deploying and scaling ML models.
  4. Database Management: Strong knowledge of both SQL and NoSQL databases for effective data storage, retrieval, and management.
  5. Version Control: Proficient in using Git for version control and collaborative software development.
  6. API Development: Experience in developing RESTful APIs to facilitate seamless integration of AI models with other software components.
  7. Containerization: Knowledge of Docker for containerizing applications, ensuring consistent environments across development and production.
  8. Cloud Computing: Understanding of cloud platforms and their services to support AI and ML tasks (if applicable).


Desired Skills:

  1. EdTech Industry Experience: Previous experience working within the educational technology sector, understanding its unique challenges and opportunities.
  2. Cloud Service Proficiency: Hands-on experience with major cloud service providers such as AWS, Google Cloud Platform (GCP), or Microsoft Azure.
  3. CI/CD Pipeline Management: Experience in setting up and managing Continuous Integration and Continuous Deployment pipelines to streamline development processes.
  4. Analytical Thinking: Strong analytical and problem-solving skills, with the ability to approach complex challenges methodically.
  5. Communication Skills: Excellent written and verbal communication abilities, capable of articulating complex technical concepts to diverse audiences.
  6. Project Management: Proven experience in managing projects, ensuring timely delivery and adherence to quality standards.
  7. Agile Methodologies: Familiarity with Agile development environments, including experience working in Scrum or Kanban frameworks.
  8. Team Collaboration: Ability to work effectively within multidisciplinary teams, fostering a collaborative and productive work environment.
  9. Innovation and Creativity: Demonstrated ability to think creatively and innovate within the AI and EdTech domains.


What We Offer:

  • Competitive salary package
  • Professional development opportunities
  • Flexible working arrangements
  • Collaborative and innovative work environment
  • Opportunity to make meaningful impact in education


Qualified candidates should submit:

  • Detailed resume
  • Portfolio of relevant projects


All applications applied through our system will be delivered directly to the advertiser and privacy of personal data of the applicant will be ensured with security.

More Information

SalaryN/A (Search your salary info in SalaryCheck)
Job Function
Location
  • Kowloon > Others
Work Model
  • On-site / At the workplace
Industry
Employment Term
  • Full-time
Experience
  • N/A
Career Level
  • Middle management level
Education
  • Master's degree
  • Degree

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