Economic Development Board | School of Infocomm - Lecturer (Data Analytics / Machine Learning) Repub

What the role is: The school is looking for dynamic individuals with a high degree of self-motivation and the ability to work effectively in a team environment. What you will be working on: Implement and administer module delivery, related activities (including student assessments and assignments) to meet learning outcomes. Plan, design and develop module curriculum, learning activities and materials. Stay current and responsive to changing developments in the profession and educational landscape through active engagement with industry and professional bodies/communities. Maintain links with industry to stay current and to promote collaborations. You will have the opportunities to develop and grow your capabilities through industry projects or academic research projects and professional learning communities. What we are looking for: Applicants should have a relevant qualification preferably in the fields of Data Science, Data Engineering, Machine Learning and/or Statistics, with a minimum of 2 years' industry experience. Applicants should be proficient in two or more of the following areas: TensorFlow/PyTorch, DeepSpeed/Megatron-LM, and familiar with operating mechanisms of these framework and systems. Large language models, using frameworks like Hugging Face and LangChain and other core NLP algorithm model construction and improvement. Various optimization algorithms and model architectures, including various classical algorithms and models based on gradients (BERT, GPT-3). AWS/Azure cloud services involving development cycle DevOps/MLOps and the Agile approach. About Republic Polytechnic: The first educational institution in Singapore to leverage the Problem-based Learning approach for all its diploma programmes, Republic Polytechnic (RP) has seven schools offering courses in Applied Science, Engineering, Business, Hospitality, Infocomm, Sports and Health, and Technology for Arts, Media and Design. To support Singapore’s national effort to promote continuous, lifelong learning, our Academy for Continuing Education (ACE) offers a wide range of part-time programmes. We welcome you to grow with us! Discover a people- and family-oriented culture, where you are inspired to improve as you nurture lifelong learners. For more information from RP, please visit here or follow us on LinkedIn. #J-18808-Ljbffr