Mentor - Machine Learning Engineering Career Track

October 20

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Description

• We’re 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