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Fullstack Academy

Immersive coding bootcamp for software engineering

Instructor - AI/Machine Learning, NLP & Audio Analytics

Corporate & Technical TrainingConfirmed live in the last 24 hours
Part-timeRemote in USA$50 - $55 /hr

About the Job

Requirements

  • At least 10 years of hands-on experience in Natural Language Processing and/or Audio Analytics.
  • Strong Python and machine learning/deep learning skills.
  • Prior online or classroom training experience.
  • Knowledge of Natural Language Processing fundamentals, tools, and libraries, including NLTK.
  • Experience with text preprocessing, feature engineering, and visualization.
  • Knowledge of text vectorization methods including One-Hot, Bag of Words, and TF-IDF.
  • Experience with sentiment analysis using Naive Bayes.
  • Knowledge of Word2Vec and GloVe word embeddings.
  • Knowledge of machine translation and document search, including TF-IDF and BM25.
  • Knowledge of recurrent neural networks and their challenges.
  • Knowledge of attention models, Transformers, BERT, and GPT.
  • Experience with audio processing using Python, including Librosa and PyDub.
  • Knowledge of audio visualization and feature extraction.
  • Knowledge of digital signal processing and MFCCs.
  • Knowledge of deep learning for speech recognition and transfer learning for speech models.
  • Knowledge of audio synthesis and music generation using generative adversarial networks.

Responsibilities

  • Conduct live, instructor-led online classes.
  • Deliver coding demonstrations, assisted practices, and projects.
  • Address learner queries and ensure learner engagement.

About the Company

Fullstack Academy

Immersive coding bootcamp for software engineering

FullStack Academy provides intensive bootcamps to help people transition into tech careers. Its flagship program teaches full-stack JavaScript (Node.js, React, PostgreSQL) through project-based learning, with extensions into cybersecurity, data analytics, and DevOps. The program uses selective admissions and combines hands-on projects with career services like coaching, resume help, and interview prep to boost job outcomes. Now part of Simplilearn, it aims to place graduates into high-paying tech roles by offering practical skills and strong job placement support.

Company size
201-500
Company stage
Acquired
Total funding
$130K
Headquarters
New York City, New York
Founded
2012

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