Podcast Transcription Automation

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Gemini Postgres Python Rust Workflow automation

We are seeking a highly skilled developer to build an automated podcast transcription and summarization workflow inspired by Tomasz Tunguz's “Parakeet Podcast Processor.” This role involves designing a terminal-based system to process, transcribe, and extract actionable insights from multiple weekly podcast feeds. The ideal candidate will have experience with audio processing, natural language processing (NLP), and AI-driven summarization, enabling rapid content digestion for knowledge workers and investors.

Job Overview
  • Develop a custom workflow to automate podcast downloads, transcription, and summarization.
  • Implement advanced AI models for transcript cleaning, summarization, and insight extraction.
  • Design efficient database storage and retrieval solutions for large transcript datasets.
  • Enable rapid, end-to-end control via terminal scripting for maximum efficiency and customization.
Key Responsibilities
  • Automate daily retrieval of podcast episodes from multiple RSS feeds.
  • Process audio files using transcription models (e.g., Whisper, Parakeet).
  • Clean and refine transcripts using state-of-the-art NLP and AI techniques.
  • Extract summaries, key quotes, company mentions, and actionable insights for blog and CRM enrichment.
  • Integrate feedback loops for iterative content improvement and style matching.
Required Skills & Qualifications
  • Proficient in Python and terminal-based scripting.
  • Experience with audio processing tools (e.g., FFmpeg).
  • Expertise in AI/ML models for transcription and NLP (OpenAI Whisper, Nvidia Parakeet, Gemma 3, Claude, Gemini).
  • Hands-on experience with local databases (DuckDB or similar).
  • Strong understanding of RSS automation and podcast data handling.
  • Ability to build scalable pipelines for multi-step automation.
  • Familiarity with AI prompt engineering and feedback loops.
  • Background in content summarization and insight extraction.
  • Excellent problem-solving skills and adaptability for rapid workflow customization.
  • Remote work experience and self-driven project management skills.

No forms. Your profile is generated instantly.

Job Type: Remote

Salary: Not Disclosed

Experience: Entry

Duration: 12 Months

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