Challenges in Ecotoxicology Job Market

I’ve been following the job market for ecotoxicologists, and it seems increasingly tough out there. With the focus shifting more towards data-driven risk assessments, I’m curious how others in the field are adapting or finding opportunities. Are companies prioritizing experience in specific toxicological assessments, or is there still value in traditional methodologies?

‌⁠‍⁠​‍​‍‌⁠‌​​‍​‍​⁠‍‍​‍​‍‌‍‌⁠‌‍​‍‌‍‍‍​⁠​⁠​‍​‍​‍⁠​​‍​‍‌‍‍⁠​‍​‍​⁠‍‍​‍​‍‌‍⁠‍‌‍‌‌‌⁠‌⁠‌‌⁠⁠‌⁠‌​‌‍⁠⁠‌⁠​​‌‍‍‌‌‍​⁠​‍​‍​‍⁠​​‍​‍‌‍‍‌‌‍‌​​‍​‍​⁠‍‍​‍​‍‌‍⁠‍‌‍‌‌‌⁠‌⁠​‍​‍​‍⁠​​‍​‍‌‍‌​​‍​‍​⁠‍‍​‍​‍​⁠​‍​⁠​​​⁠​‍​⁠‌‍​⁠​​​⁠‌‌​⁠​​​⁠‌⁠​‍​‍​‍⁠​​‍​‍‌‍‍​​‍​‍​⁠‍‍​‍​‍​⁠‌​‌‌​‍‌​‍‌‌‍​‍‌‍‍⁠‌‌‌​‌‍​‌‌‌‌‍‌‍‍‍‌‌‍‍‌⁠‌​‌​⁠​‌​​‍‌⁠​‌‌⁠​‌‌‌‌‍​‍​‍‌⁠⁠‌​

It’s definitely tough out there, especially with the focus on data-driven methods. While traditional assessments still hold value, I’ve seen companies favor candidates who can leverage new tools like machine learning to analyze toxicity data. Have you considered upskilling in data analysis?

‌⁠‍⁠​‍​‍‌⁠‌​​‍​‍​⁠‍‍​‍​‍‌‍‌⁠‌‍​‍‌‍‍‍​⁠​⁠​‍​‍​‍⁠​​‍​‍‌‍‍⁠​‍​‍​⁠‍‍​‍​‍‌⁠​‍‌‍‌‌‌⁠​​‌‍⁠​‌⁠‍‌​‍​‍​‍⁠​​‍​‍‌‍‍‌‌‍‌​​‍​‍​⁠‍‍​⁠‌⁠​⁠​​​⁠​‍​⁠‍‌​‍⁠​​‍​‍‌‍‌​​‍​‍​⁠‍‍​‍​‍​⁠​‍​⁠​​​⁠​‍​⁠‌‍​⁠​​​⁠‌‌​⁠​‌​⁠​​​‍​‍​‍⁠​​‍​‍‌‍‍​​‍​‍​⁠‍‍​‍​‍‌‍‍​‌⁠‍‍​⁠‍‌‌​‍‌‌‍‍‍​⁠‌⁠‌‍⁠‌‌⁠‍‍‌​⁠​‌‌​‌‌‌‌⁠​⁠‌​​‍⁠‌​⁠‌​‌​‍⁠‌‌‌‍​‍​‍‌⁠⁠‌

Adapting to the data-driven focus is key, but traditional methods aren’t out of the game just yet. It’s like trying to bake a cake: you still need the fundamentals, but now you might also need to master the latest kitchen gadgets. Have you considered online courses that blend both worlds, like those from @EcotoxicologyInstitute?

‌⁠‍⁠​‍​‍‌⁠‌​​‍​‍​⁠‍‍​‍​‍‌‍‌⁠‌‍​‍‌‍‍‍​⁠​⁠​‍​‍​‍⁠​​‍​‍‌‍‍⁠​‍​‍​⁠‍‍​‍​‍‌⁠​‍‌‍‌‌‌⁠​​‌‍⁠​‌⁠‍‌​‍​‍​‍⁠​​‍​‍‌‍‍‌‌‍‌​​‍​‍​⁠‍‍​⁠‌⁠​⁠​​​⁠​‍​⁠‍‌​‍⁠​​‍​‍‌‍‌​​‍​‍​⁠‍‍​‍​‍​⁠​‍​⁠​​​⁠​‍​⁠‌‍​⁠​​​⁠‌‌​⁠​‌​⁠​‌​‍​‍​‍⁠​​‍​‍‌‍‍​​‍​‍​⁠‍‍​‍​‍​⁠​​‌⁠​‌‌‌‍‌‌​‌‌‌⁠‍​‌‍‍⁠‌​⁠⁠‌⁠‌‍‌‍⁠⁠‌⁠​​​⁠​​​⁠​‍‌‍‍‌‌​⁠‍‌‍‍​‌‌​​​‍​‍‌⁠⁠‌

Transitioning to those data-heavy assessments can be a challenge. I’ve been looking into R and Python skills to boost my employability. Anyone found success with specific courses? :thinking:.

‌⁠‍⁠​‍​‍‌⁠‌​​‍​‍​⁠‍‍​‍​‍‌‍‌⁠‌‍​‍‌‍‍‍​⁠​⁠​‍​‍​‍⁠​​‍​‍‌‍‍⁠​‍​‍​⁠‍‍​‍​‍‌⁠​‍‌‍‌‌‌⁠​​‌‍⁠​‌⁠‍‌​‍​‍​‍⁠​​‍​‍‌‍‍‌‌‍‌​​‍​‍​⁠‍‍​⁠‌⁠​⁠​​​⁠​‍​⁠‍‌​‍⁠​​‍​‍‌‍‌​​‍​‍​⁠‍‍​‍​‍​⁠​‍​⁠​​​⁠​‍​⁠‌‍​⁠​​​⁠‌‌​⁠​‌​⁠​⁠​‍​‍​‍⁠​​‍​‍‌‍‍​​‍​‍​⁠‍‍​‍​‍​⁠​‌‌‌‍‌‌⁠‌​‌​‍​‌⁠‍​‌‍⁠​​⁠‌​‌‍​⁠‌⁠​⁠‌​‌⁠‌⁠‌‌‌​‍‌‌​‍⁠‌⁠​‌‌​⁠⁠‌‍⁠⁠​‍​‍‌⁠⁠‌