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High-Impact AI/ML Roles: Diversity and Growth Across Industries

PhDs with AI and machine learning (ML) expertise have a wealth of exciting career opportunities across industries ranging from biotech to finance and technology.
As we have discussed here previously, the growing demand for advanced AI/ML skills is driven by a massive global investment in AI, projected to reach around $280 billion in venture capital alone in 2025. Overall, the AI market size is estimated at over $630 billion this year; the need for qualified minds are off the charts.
This unprecedented investment surge is transforming AI into a foundational economic driver, creating a vibrant job market for AI/ML professionals.
Here are some standout job opportunities for AI/ML-savvy PhDs:
  • Scientist / Senior Scientist, Flow Chemistry at Lila Sciences in Cambridge, MA — leveraging AI in chemical process innovation.
  • Quantitative Researcher: Machine Learning at Venture Search, New York — applying ML for financial modeling and analysis.
  • Senior AI/ML Consultant at MathCo in Newark, NJ — offering strategic AI solutions across industries.
  • AI Scientist at Salt (U.S. & Dubai-based) — developing AI-driven business technology.
  • AI/ML Scientist at Saragossa in San Mateo, CA — pushing forward AI research in tech applications.
  • Computational Biologist, AI/ML at Chan Zuckerberg Biohub, New York — integrating AI in cutting-edge biological research.
  • Machine Learning Scientist – Medicinal Chemistry at Flagship Pioneering, Cambridge, MA — combining AI to optimize drug discovery.
  • Solutions Architect, AI and ML at NVIDIA across multiple U.S. locations — architecting AI systems for diverse tech challenges.
  • Machine Learning Scientist – NLP at JPMorgan Chase, New York — advancing AI in natural language understanding within finance.
  • Data Science Manager at SentiLink in San Francisco Bay Area — leading AI-driven fraud detection and security.
  • The scale and pace of AI investment make these roles not just promising but pivotal in shaping the future across sectors. Check out our SmartJobs page for application details and register or log-in on at our Career Lab.
  • Photo by Alex Knight on Unsplash

Opportunity Spotlight: Quant, Venture, and Science Jobs

The intersection of quantitative finance, advanced analytics, and breakthrough science is creating new pathways for ambitious PhDs and researchers. Today’s business landscape offers a wealth of roles for those seeking impactful careers in data-driven finance, venture strategy, and applied scientific ventures—all blending rigorous analysis, technical skill, and market vision.

In short, the skills you have likely honed as part of your academic journey.

Here are some of the standout positions recruiting talented minds this year:

Senior Associate, Vynamic
Work at the strategic frontlines of healthcare business consultancy, helping clients adapt to rapid transformation in pharma, biotech, and health systems. Senior Associates drive complex project delivery, client presentations, and high-stakes analyses for growth initiatives.

Quant Researcher – Systematic Commodities Hedge Fund, Moreton Capital Partners
Dive into commodities markets as a Quant Researcher, leveraging algorithmic trading techniques, statistical modeling, and large datasets to engineer market-beating strategies. This role is perfect for those with strong coding, math, and financial market chops.

Quantitative Trader – Systematic Equities, Fx & Futures
Take charge of live market execution at the front office—analyzing equities, FX, and futures using systematic models, rapid decision-making, and risk controls.

Quantitative Associate, Selby Jennings
Join one of the leaders in quantitative talent placement: support the design, testing, and optimization of financial analytics, risk models, and algorithmic trading workflows. Associates gain broad exposure to cutting-edge financial products and risk applications.

Principal, Sanofi Ventures
At the convergence of venture capital and life sciences, Principals like this drive deal sourcing, due diligence, and portfolio management focused on breakthrough biotech and medtech investments. Great for those combining science acumen with business strategy.

Medical Information Manager – Specialty / General Medicine, Pulivarhti Group
Critical for clinical and regulatory teams, Medical Information Managers curate, analyze, and communicate complex medical data, supporting product launches, and compliance for global markets.

Senior Quantitative Analyst – Home Price Modeling, Bloomberg
Home price modeling at Bloomberg means building sophisticated econometric models, backtesting, and scenario analysis for housing markets globally.

Energy Analyst/Senior Energy Analyst – PowerVAL, Ascend Analytics
Analyze market dynamics, forecasting trends, and optimizing energy portfolios for power producers, utilities, or renewable startups—roles calling for deep quantitative, industry, and policy expertise.

Associate Global Forecasting Director, Crinetics Pharmaceuticals
Shape commercial strategy and scientific planning as an Associate Director by leading global sales forecasting, integrating quantitative tools, and supporting market launch strategy.

Sr Associate, Fraud Analytics, Avant
Transform risk management at fintech disruptors—Senior Associates in Fraud Analytics are tasked with modeling risk, detecting anomalies, and protecting customers using big data.

Medical Writer, BoldScience
This science communication role synthesizes peer-reviewed literature and clinical data for mainstream audiences, crucial for pharma launches and medical device innovation.

Manager of Applied Research, Harnham
Direct advanced research projects in data science, ML, and analytics, often supporting cross-industry clients—from banking to biotech.

These positions reflect a broad spectrum of 2025’s leading quantitative, analytical, and science-backed jobs—whether developing new trading strategies, shaping the future of medicine or energy, or driving innovation as senior analysts and venture principals.

If you thrive in mathematical modeling, statistical analysis, and evidence-based business, now is the time to explore and pursue these career-defining opportunities.

Check out more and apply at our SmartJobs page.

Photo by Logan Voss on Unsplash

 

Labor Day Roundup: Terrific Jobs for PhDs Beyond Academia

 

As Labor Day approaches, we’re taking a break from our usual deep dive into a single career theme to celebrate the holiday with something a little different.

This week, we’ve pulled together a standout collection of terrific opportunities across a variety of fields. Think of it as a career sampler: a chance to explore roles that showcase the breadth of career paths open to PhDs beyond the academy, and heavily focused on research.

Whether you’re actively searching or simply curious about the landscape, these listings highlight the creativity, impact, and flexibility that make alternative careers so rewarding.

Explore more on SmartJobs  >> https://versatilephd.com/jobs/

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Science You Can Taste: Career Paths in the Food Industry

The food science and food industry job market is evolving rapidly as breakthroughs in technology, health, and sustainability reshape what it means to have a PhD in the field. This week we screened a wide range of jobs (posted over at SmartJobs) with a focus on the food industry from a variety of specialist areas.

What are the trends shaping food science careers?

This isn’t your grandfather’s food science. In 2025 you can come at this growing industry from a variety of areas, for example:

Alternative Proteins & Carbon Utilization: Companies are investing heavily in sustainable proteins—from plant-based meats to carbon-to-protein technologies that turn CO₂ into valuable food ingredients.
Precision Fermentation & Biotech: Next-gen biotech methods (e.g., fermentation, cultivated meat) are driving demand for scientists well-versed in microbial engineering and production systems.
Artificial Intelligence & Data Skills: AI in ingredient design, supply chain optimization, and analytics is booming. PhDs skilled in Python, statistical modeling, and bioinformatics are highly sought after.
Health & Nutrition Focus: Development of products for gut health, GLP-1 users, and personalized nutrition. R&D labs actively seek scientists knowledgeable in nutraceuticals and functional foods.
Sustainability & Waste Reduction: Roles focusing on up-cycled ingredients, waste-free processes, and regulatory compliance for sustainable production are growing.

What are the recent job market statistics?

– U.S. job growth for food scientists and technologists is projected at 7–8% from 2023 to 2033—faster than the average for all occupations (source: BLS)
– There are over 16,500 jobs for food scientists in the U.S., expected to grow to more than 17,700 by 2030.
– California, New Jersey, and Texas lead in concentration of food science jobs; the sector thrives in urban centers and near major food manufacturers.

– The average salary for food scientists: $74,340 in 2025, with experienced product developers earning well over $100,000.
More than 90,000 active food scientist job openings exist nationwide in 2025, indicating robust demand.

 What are the in-demand roles for PhDs?

A doctorate opens doors in multiple sectors, and employers value scientific depth paired with business or regulatory savvy.

Role Sector(s) Description
R&D Scientist Industry, Startups Designing innovative ingredients, improving flavors, developing sustainable foods
Product Developer Food Companies Creating new products (e.g., alternative proteins, functional foods)
Regulatory Affairs Officer Corporations, Government, NGOs Ensuring product compliance with food laws and safety standards
Toxicologist Academia, Industry Researching safety/toxicity of food components and additives
Sensory Scientist Consumer Research, Food Brands Testing and analyzing consumer food experiences
Nutritional Therapist Healthcare, Corporate Wellness Designing personalized nutrition protocols; advising on functional ingredients
Data Analyst Tech-Enabled Food Startups Using big data, ML, AI to optimize processes, predict trends, and design recipes

Tips for PhDs Making the Leap

Network Actively: Join professional organizations (e.g., Institute of Food Technologists) and attend sector conferences to meet employers and peers.
Build Hybrid Skills: Develop proficiency in business strategy, regulatory knowledge, or computational tools—these can be as critical as lab skills.
Stay Informed: The sector shifts quickly—stay up to date on AI, sustainability practices, and new health trends to remain employable and competitive.
Get Practical Experience: Pursue internships, consultancies, or short industry stints, especially if transitioning from academia.

The demand for food PhDs is fueled by the need to solve challenges in nutrition, health, and climate resilience. By leveraging your advanced scientific training—and staying agile in business, tech, and regulation—you’ll be well-positioned for a rewarding career in the food industry now, and into the future.

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Health and Medicine: Careers On the Move

Are federal funding cuts in the sciences getting you down?  Don’t despair.

While academia remains competitive and funding-sensitive, healthcare and medicine careers are accelerating at a rapid pace, providing a plethora of jobs across an ever-widening range of skill sets and cross-disciplinary roles.

That is positive for our the VPhD community.

Let’s start off with some key trends for PhD-Level jobs across healthcare.

  • • Strong demand in AI-integrated drug discovery, health informatics, and digital health
  • • Growth in cross-disciplinary roles melding biomedical expertise with data/tech skills
  • • Hiring momentum, especially in industry
  • • Demand for public health, regulatory affairs, and digital integration globally
  • • Emphasis on the increasing value of interdisciplinary and digital literacy for PhDs in medical and health sectors, offering career paths for both STEM and humanities grads.

For medical and health jobs that generally require a PhD (such as biomedical researchers, clinical scientists, public health researchers, and advanced roles in pharmaceuticals/biotech), current trends are directionally sound, with some new areas in play:

Life Sciences and Biotech
  • • The life sciences sector (including pharma, biotech, genomics, regulatory affairs) reached record-high employment in 2024, but then slowed. Employers are expecting modest improvement in hiring by late 2025, with pockets of strong demand, especially in major US hubs like Massachusetts, which projects a 32% sector job growth by 2033.
  • • PhD-level roles remain essential in drug research, gene therapy, regulatory affairs, and computational biology, but competition is intense—candidates with cross-disciplinary skills in AI, data science, and digital health are at a clear advantage.
Public Health and Health Data Science
  • • Roles in epidemiology, health informatics, and data governance are growing, with PhD holders needed to lead projects involving large health datasets, AI/ML for population health, and digital health initiatives.
  • • The rise in telehealth, personalized medicine platforms, and AI-driven health analytics creates new opportunities but requires PhDs with an understanding of both clinical context and advanced analytics/technology.
  • • Global organizations, NGOs, and private sector employers are increasingly hiring PhDs for research, policy, and consulting, often favoring candidates who can manage digital tools and address health data privacy/ethics.
New Career Paths:
  • • Computational Biology Engineer and AI Drug Discovery Lead: Integration of AI for drug design and data analysis.
  • • Digital Health Integration Specialist: Connecting pharmaceutical products with hospital IT, electronic health records, and telehealth.
  • • Sustainability and ESG Coordinators, Bioethics Advisors: Responding to increased demand for ethical guidance and sustainable practices in R&D.

As usual, our SmartJobs page has provide some examples of job listings today that reflect many of these areas and also illustrate increasing demand for multi-disciplinary knowledge and skills.  We will have a deeper dive into several of these new careers paths in the coming months.

Take a look and join us, if you haven’t already.

 

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Climate Jobs Beyond the Horizon

More than 8,500 job openings for environmental scientists and specialists will be created in the US each year, over the next decade, according to the US Bureau of Labor Statistics.  Many more climate roles within the public and private sectors will follow in this wake.  But will it last? Last week’s noise around the Trump Administration’s so-called “Big Beautiful Bill” might give pause to those in the US, given the law’s dramatic roll back of energy incentives, environmental protections, and the expedited permitting of fossil fuel, “drill baby drill” projects.

But that view is parochial and short-sighted. The incentives for abandoning alternative energy initiatives, particularly in the private sector, are not there, and will not persist.  Meanwhile, the hunt for high-level talent continues, as our research on the sector illustrates here.

Consider:

  • 1. Many US states have strong climate action and investment plans, led by the private sector, and there is ample demand for environmental expertise, in all aspects of science and business. In California, clean energy jobs grew 4.1% last year—four times faster than the overall state economy. Federal government incentives will not stop them.

2. Clean energy and transportation investment in the U.S. totaled $67.3 billion in Q1 2025, a 6.9% increase from the same period in 2024, accounting for 4.7% of all U.S. private investment in structures, equipment, and durable goods, per research firm Rhodium

3. According to data at Sigmaearth, over 75% of US companies are actively engaged in sustainability, renewable energy, and environmental compliance, creating ongoing demand for skilled professionals in these areas.

4. Nonprofits, advocacy groups, and international organizations continue to drive environmental research, policy, and action, often independent of federal policy shifts.  Moreover, you can expect more investment flowing into these entities and government pulls back.
  • 5.Internationally, from Germany to Denmark, Canada, China and beyond, there is no let up in demand for scientists and environmental specialists, offering even more global career pathways.  (We will more to report on international opportunities in future posts here.)

 

All of this to say, graduates and post-docs have wide range of career paths to choose from and should be aggressively building their relationships if there desired area of work.  Here is a suggestion: to start, consider looking at…

> State and municipal agencies with strong environmental mandates (e.g., California Air Resources Board

> International organizations (e.g., United Nations Environment Program, World Bank, EU agencies)

> Private sector sustainability, ESG, and clean tech roles
> Nonprofits and think tanks focused on climate, conservation, and environmental justice
> Academic and research institutions in countries with robust environmental funding

 

Our SmartJobs upload this week provides some examples, including areas such as energy modeling, risk assessment, scientific policy director, toxic and health hazard specialist for corporates and local governments, hydrologist, consultant, scientific editor, and, not least, remote sensing of the Arctic.

There are, indeed, ample career positions on offer in the today’s marketplace.

Don’t be distracted. Demand for environmental skills remains high and is likely to grow, while the sector still offers meaningful, impactful, and growing career opportunities—especially for those with PhD-level, advanced expertise.

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Autonomous Worlds in Search of Human Talent

This week it was reported that Mark Zuckerberg was personally leading an aggressive campaign to recruit top AI specialists for Meta, primarily through direct emails and WhatsApp messages to elite researchers at companies like OpenAI, Google DeepMind, and others.  I have never heard of a CEO publicly attempting to shape hiring on a personal basis, but it shows how high the stakes are.

To gauge where many tech jobs are going, it often makes sense to follow the money.  Meta’s leadership has set extremely ambitious revenue targets for its AI initiatives, forecasting $2–3 billion in generative AI revenue for 2025 and projecting this could soar to as much as $460 billion to $1.4 trillion by 2035.  And that is just Meta.

In the automotive sector alone (another sector of interest here), global investment in AVs (autonomous vehicles) is projected to grow from $57 billion in 2021 to over $788 billion by 2028, reflecting renewed momentum and confidence in the sector. Moreover, the AI automotive market is forecast to reach a valuation of $200 billion within the next decade, with autonomous driving alone potentially generating $300–400 billion in revenue by 2035.  Much of that money is in R&D and energy.  Who is going to staff the R&D needed?

The internet of things, autonomous vehicles, generative AI is in deep and increasing need of human talent.  Many will have advanced degrees.  Some might be you.

This week we profile jobs and internships in these areas, from autonomous vehicles, to motion engineering, robotics, automation, general intelligence and more from some of the leading corporations and start-ups.  You can find more at SmartJobs.

Take a read.  Examine the requirements.  Look at a few jobs postings.  Apply if interested. And while this week we focused on more STEM-related work, in future posts we will look at non-STEM demand in the sector.  Yes, there is a ton of opportunities for non-scientists as well as the world needs to make sense of generative AI and its impact.

Keep searching.

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