Mentor - Machine Learning Engineering Career Track
Description: Were looking for mentors for our Machine Learning Engineering Career Track course. This 6-month course is primarily designed for students who want to become Machine Learning Engineers. Students master the entire machine learning pipeline, from data preprocessing to model deployment. We currently seek Machine Learning Engineers with proficient skills in AI Design, Python, SQL, AWS. Participants give a few hours per week in return for an honorarium. Requirements: Are as passionate about teaching coding as about machine learning itself 3+ years of industry experience in machine learning engineering or data science Experience in Python Data Science Stack; using python and its standard libraries; building visualizations with Matplotlib and Seaborn;Writing code in Python using PEP 8 Standard Data Wrangling: Use Pandas to wrangle and clean data; working with different file formats, from plain text, to CSV, to JSON; relational and non-relational databases; SQL Machine Learning: Scikit-learn; ML techniques: linear and logistic regression, trees, and clustering; Deploying ML: Experience deploying ML solutions with a cloud service provider (at least one of AWS, GCP or Azure). Deep Learning Fundamentals: Familiarity with deep learning, computer vision, natural language processing Expertise in Python, libraries like TensorFlow and PyTorch, SQL, cloud ML, etc. Experience working with large language models and generative AI, such as training and fine-tuning language models for specific tasks. Knowledge of cloud-based deployment strategies for large AI models and practical experience with model versioning and reproducibility. Degree/Certifications in machine learning/AI/data science preferred Have experience critiquing work, in particular giving meaningful feedback on machine learning engineering and are able to think on your feet quickly Are empathetic and have excellent communication skills Bonus points if you know American Sign Language (ASL) or have teaching experience Benefits: Receive a monthly per-student honorarium between $14.03 - $25.50 USD per 30 minute call per student Membership in a rich community of expert mentors from great companies like AirBnB, Uber, Google, and Pivotal Change the lives of students in our program Help us revolutionize online education and inspire the next generation of software engineers! Work at your convenience Apply Job!