Machine Learning Scientist

<p><strong>Job Title: Machine Learning Scientist - NLP</strong></p><p><br></p><p style="background: white; text-align: justify;"><strong>Zenon AI</strong> is a global boutique consulting firm and a leading AI partner for Fortune 500 firms. We partner with clients across the globe to identify their highest-value opportunities, address their most critical challenges, and transform their enterprises using advanced analytics and data science.</p><p style="background: white; text-align: justify;"><br></p><p style="background:white;"><strong>What will you do?</strong></p><ul type="disc"><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Apply NLP techniques to automate business processes in various domains</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Conduct applied research in NLP</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Maintain applied knowledge in existing NLP approaches</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Own a learning schedule to be/remain a subject matter expert</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Architect, build, scale, manage, and own ML solution pipelines</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Convert applied solutions into common utilities or/and products (if applicable)</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Participate in knowledge sharing sessions to level up other team members</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Publish results to arXiv and/or scholarly journals</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Participate in Kaggle competitions and apply knowledge gained to our applications</li></ul><p style="margin-left: 36pt; background: white; text-align: justify;"><br></p><p style="background: white; text-align: justify;"><strong>What are we looking for?</strong></p><ul type="disc"><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Hold a master's degree in Mathematics, Statistics, Computer Science, Industrial Engineering, or related fields</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Must have experience modeling business problems and turning them into actionable items</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Built at least one end-to-end NLP solution (input data cleaning, labeling, encoding, decoding, and monitoring)</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Worked on out-of-memory datasets and conducted large scale analytics</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Able to comfortably and effectively read, write, and communicate maths and statistics</li></ul><p style="background: white; text-align: justify;"><br></p><p style="background: white; text-align: justify;"><strong>Good to have experience:&nbsp;</strong></p><ul type="disc"><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Hold a doctoral degree in Mathematics, Statistics, Computer Science, Industrial Engineering, or related fields</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Trained and deployed models in one of the following cloud platforms: AWS, Azure, GCP.</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Have done multi-instance/thread/GPU model training using TensorFlow and/or PyTorch.</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Know the basics of Knowledge graph, BERT, GPT, and all their variants (since 2017)</li><li style="color: rgb(51, 51, 51); background: white; text-align: justify;">Have exposure to representation learning, semi-supervised learning, active learning, and reinforcement learning.</li></ul>