I lead PARWCC, the certifying body for nearly 3,000 career coaches and resume writers globally, and we've seen explosive demand for agricultural sector career transition services--up 40% since 2023. Our certified coaches are increasingly working with professionals pivoting INTO ag-tech roles from other industries, especially women in STEM fields who want purpose-driven work addressing climate challenges. Here's what makes my perspective different: I see the **hiring side** data that academic institutions don't track. Our members report that ag-tech employers are desperately seeking candidates but rejecting 60-70% of applicants because their resumes don't translate traditional agriculture experience into tech-forward language, or tech experience into agriculture impact metrics. The translation gap is costing both talent and employers. We've had to emergency-develop training for our coaches on ag sector terminology because drone pilots with commercial licenses can't articulate their agronomic impact, and sustainable ag specialists with advanced degrees are losing jobs to candidates who simply know how to quantify water savings or yield improvements on paper. The talent exists--the career positioning doesn't. **Three reasons I'm valuable for your piece:** (1) I have aggregated salary negotiation data from hundreds of ag sector placements showing what these roles ACTUALLY pay versus what's advertised, (2) I can identify which emerging ag roles have 18+ month lag times between job posting and hire because no one knows how to prepare candidates, and (3) I track which underrepresented groups are entering versus succeeding in these fields--the retention data tells a different story than enrollment numbers.
Pitch: Why I am a Source You Should Interview. Connecting AI, Data, and Sustainability: As a healthcare and data technology leader, I have developed AI structures that streamline the decision-making and predictive analytics processes, to enhance sustainable agriculture by means of precision farming and resource optimization. Researcher and Award-Winning Innovator: I have been invited into Phi Kappa Phi, one of the oldest and most exclusive interdisciplinary honor societies in the nation that recognizes distinguished scholars and leaders, I have been honored with the distinguished fellow by Soft Research Commuting Society, and Fellow of IET, and I have earned other international awards like Distinguished researcher, Breakthrough innovater in the international conferences. I have been featured in tech times, Phi Kappa Phi, IEEE Women in Engineering etc Diversity and Empowerment Advocate: I am a mentor and advocate, global ambassdor of the women in tecg. I am a mentor and coach for the under-represented professionals interested in emerging technology and data science development and practice, with a focus on inclusivity in the sustainability and innovation field, since I am a woman of color and senior information technology worker. Workforce Transformation Expert: I have worked on automation strategy, AI integration, and labor modernization, which provides a solution to the rising labor gap caused by the retirement of older generations of agricultural specialists and provides a new and more technologically focused career trajectory to the next generation. Published Thought Leader: I am the author of several peer-reviewed articles and industry publications about AI ethics, data integration, and responsible automation and, therefore, can give proactive information about the relationship between technology, climate adaptation, and data literacy in various fields.