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Biotech Career CoachCareer and Job Search Advice for Biotech Professionals Author: Carina Clingman
In the Biotech Career Coach podcast, we share valuable insights and advice for job seekers and career-minded individuals in the biotechnology and life sciences industry. From resume tips to leadership strategies, this podcast will help you navigate your job search and succeed in your career. This podcast is a production of The Collaboratory Career Hub To join our Community or access great resources, visit www.library.collaboratorycareerhub.com Language: en Genres: Business, Careers, Education, Self-Improvement Contact email: Get it Feed URL: Get it iTunes ID: Get it Trailer: |
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AI Agents vs Skills vs Automations: What Every Bench Scientist Needs to Know
Episode 60
Friday, 17 April, 2026
AI agents, skills, and automations. You keep hearing these terms, but nobody has clearly explained what they mean for someone actually working in biotech. In this episode, Carina sits down with Stu Angus, founder of Scriptome.AI and an AI consultant who works with small biotech companies every day, to break down exactly what each of these tools is, when to use one over another, and why getting this wrong leads to a lot of wasted time.Stu has 15 years of experience in biotech R&D and business development. He now helps small biotechs bridge the AI adoption gap that has opened up between them and big pharma, and he built Pavlov GPS, a free searchable database of 500+ AI tools for biotech R&D. If you have felt pressure to add AI to your workflow but had no idea where to start, this episode is the clearest, most practical answer you will find.What you will learn in this episode:The real difference between an AI skill, an agent, and an automation, and when to use eachWhy small biotechs are getting left behind on AI adoption and what that means for your careerHow to tell if your workflow is a good candidate for an agent or if a simple skill would do the jobThe “AI Slop cannon” problem and how to avoid automating your way into a messHow a team of five agents can wake you up every morning with tailored job applications already draftedWhy Whisper Flow is the most underrated AI tool for bench scientists right nowHow Stu built Pavlov GPS starting from a spreadsheet, and how you can do the same with your own dataStu also weighs in on Copilot vs Claude, shares a spicy take on the most overhyped AI tool in biotech today, and tells us what he thinks every biotech professional will need to know how to do within five years.stu@scriptdo.aiMeet your AI team | NotionWispr Flow2026 Biotech AI Report | BenchlingThe Fast and the Curious — AI Upskilling for Biotech ScientistsPavlov-GPS | AI Tools Navigator for Biotech R&DScriptome.AILearn more about the Collaboratory Career Hub community and access our free resources:Join our Skool CommunityTake the Free 7-day Interview Sprint ChallengeCheck out our sister podcast: Building BiotechsSend Carina a connection request on LinkedIn!Stay connected with us:🌐 Website📱 Facebook📷 Instagram💼 LinkedIn00:00 What the AI adoption gap in biotech actually means for your career03:00 How small biotech companies are navigating board-level AI pressure with no roadmap06:00 Big pharma vs small biotech and why the AI strategy divide is widening07:30 Copilot vs Claude and how to advocate for the AI tools you need at work12:00 How to develop a builder mindset and spot workflows worth automating13:30 How a five-agent job search system handles company research and resume tailoring automatically15:00 Agents vs skills vs automations defined for bench scientists with real examples21:30 The slop cannon trap and how to avoid automating your way into low-quality output27:00 What the Benchling 2026 AI report reveals about where AI is actually working in biotech R&D29:30 How to build an AI tool from a spreadsheet using Pavlov GPS as a model
