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Physics Informed Machine Learning Jobs in Florida

RS&H

Senior HR Data & AI Analyst

Jacksonville, FL · On-site

$81K - $103K/yr

... machine learning where appropriate. Develops sentiment analysis and NLP-based models to surface ... informed decision-making. * Performs all other duties as assigned. Minimum Qualifications

RS&H

Senior HR Data & AI Analyst

Jacksonville, FL · On-site +1

$81K - $103K/yr

... machine learning where appropriate. Develops sentiment analysis and NLP-based models to surface ... informed decision-making. * Performs all other duties as assigned. Minimum Qualifications

RS&H

Senior HR Data & AI Analyst

Jacksonville, FL · On-site

$81K - $103K/yr

... machine learning where appropriate. Develops sentiment analysis and NLP-based models to surface ... informed decision-making. * Performs all other duties as assigned. Minimum Qualifications

Samprasoft

Sr. Engineer, Data Engineering

Miami, FL

... machine learning and artificial intelligence, and intuitive workflows that allow our users to ... facilitate informed recommendations / decisions through activities like building ML models ...

Pwc

CTIO AI Engineering Manager

Tampa, FL

$73K - $244K/yr

They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in data science and machine learning engineering at ...

Pwc

CTIO AI Engineering Manager

Jacksonville, FL · On-site

$73K - $244K/yr

They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in data science and machine learning engineering at ...

Pwc

CTIO AI Engineering Manager

Miami, FL · On-site

$73K - $244K/yr

They play a crucial role in transforming raw data into actionable insights, enabling informed decision-making and driving business growth. Those in data science and machine learning engineering at ...

Gartner

Data Scientist

Fort Myers, FL · Remote

Leverage statistical and machine learning techniques to extract actionable insights from client ... technology, Math, Physics, Statistics or Economics (focus on Natural Language Processing ...

Gartner

Data Scientist

Fort Myers, FL · Remote

... machine learning techniques to extract actionable insights from client retention data. Develop ... technology, Math, Physics, Statistics or Economics (focus on Natural Language Processing ...

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What are the key skills and qualifications needed to thrive in the Physics Informed Machine Learning position, and why are they important?

To thrive in Physics Informed Machine Learning, you need a solid background in physics, strong mathematical and statistical skills, and experience with machine learning algorithms, typically supported by an advanced degree in a relevant field. Proficiency with programming languages like Python, frameworks such as TensorFlow or PyTorch, and familiarity with numerical simulation tools are commonly required. Effective problem-solving, clear communication, and the ability to collaborate with interdisciplinary teams make a significant impact in this role. These capabilities are essential for developing robust, interpretable machine learning models that leverage physical laws to solve complex, real-world problems.

What are the typical challenges faced by professionals working in Physics Informed Machine Learning roles?

Professionals in Physics Informed Machine Learning often encounter challenges integrating complex physical theories with advanced machine learning models, requiring deep domain knowledge and strong technical skills. Balancing model accuracy with computational efficiency and ensuring that models are both interpretable and generalizable can be demanding. Collaboration with domain experts, data scientists, and engineers is common, as projects often span multiple disciplines. Successfully navigating these challenges provides valuable experience and is highly regarded, often leading to further career advancement in research, engineering, or leadership positions.

What is a Physics Informed Machine Learning job?

A Physics Informed Machine Learning (PIML) job involves developing AI models that integrate physics-based principles to improve accuracy, interpretability, and generalization. Professionals in this role use machine learning techniques alongside domain knowledge in physics, engineering, or applied sciences to solve complex problems in areas like fluid dynamics, materials science, and climate modeling. Responsibilities often include designing algorithms, implementing simulations, and validating results against experimental or real-world data. Employers typically seek expertise in deep learning, numerical methods, and programming languages like Python.

What are popular job titles related to Physics Informed Machine Learning jobs in Florida? For Physics Informed Machine Learning jobs in Florida, the most frequently searched job titles are:
What job categories do people searching Physics Informed Machine Learning jobs in Florida look for? The top searched job categories for Physics Informed Machine Learning jobs in Florida are:
What cities in Florida are hiring for Physics Informed Machine Learning jobs? Cities in Florida with the most Physics Informed Machine Learning job openings:
Physics Informed Machine Learning jobs near you
AI & ML Researchers

AI & ML Researchers

Modernizing Medicine, Inc.

Boca Raton, FL • On-site

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 7 days ago

Job description

Join the Team Modernizing Medicine
At ModMed, we're not just building software-we're reimagining the healthcare experience. Founded in 2010 by a practicing physician and a successful tech entrepreneur, we took a radically different approach: we hired doctors and taught them how to code. This "for doctors, by doctors" philosophy has allowed us to create an AI-enabled, specialty-specific cloud platform that places patients at the center of care.
A Culture of Excellence
When you join ModMed, you're joining an award-winning team recognized for innovation and employee satisfaction. From our global headquarters in Boca Raton Florida, and extensive employee base in Hyderabad India, we are a team of 4,500+ passionate problem-solvers on a mission to increase medical practice success and improve patient outcomes:
  • Consistently ranked as a Top Place to Work
  • 2025 Globee Business Awards: Gold Globee for "Technology Team of the Year"
  • 2025 Black Book Awards: Ranked #1 EHR in 11 Specialties
  • Florida Venture Forum: Venture-Backed Company of the Year

We are growing fast, thinking big, and we are just getting started.
Ready to modernize medicine with us?
Job Description Summary:
We are seeking AI/ML Researchers to drive innovation in large language models (LLMs), AI agents, and advanced machine learning systems. This role is ideal for hands-on researchers with a strong academic background, demonstrated publications, and practical experience translating cutting-edge AI techniques into real-world applications. You will work at the intersection of research and product, collaborating with cross-functional teams to design, develop, and deploy next-generation AI solutions that create measurable business impact.
Key Responsibilities:
  • Conduct research in large language models, generative AI, reinforcement learning, and AI agents, with a focus on advancing state-of-the-art capabilities.
  • Design and implement new algorithms and architectures for LLM fine-tuning, adaptation, and multi-agent collaboration.
  • Translate business problems into research-driven AI solutions, working closely with stakeholders to identify opportunities for innovation.
  • Build and evaluate models using techniques such as deep learning, natural language processing, generative modeling, reinforcement learning, and multi-modal learning.
  • Own the end-to-end lifecycle of research-driven ML projects, from exploration and prototyping to production deployment and monitoring.
  • Publish findings in top-tier conferences and journals, contributing to the broader AI research community.
  • Collaborate with product managers, data engineers, and software engineers to bring research ideas into scalable, production-grade systems.
  • Partner with data engineering teams to ensure robust pipelines and infrastructure for training, experimentation, and deployment.
  • For senior/lead level, mentor junior researchers and data scientists, fostering a culture of innovation and scientific rigor.

Qualifications:
  • PhD in Computer Science, Electrical Engineering, Mathematics, Physics, or a related quantitative field.
  • Proven track record of research excellence demonstrated by publications in top ML/AI conferences (e.g., NeurIPS, ICML, ICLR, ACL, CVPR, AAAI, KDD) or journals.
  • Experience in machine learning or AI research, with applied experience in LLMs, generative AI, or AI agents.
  • Strong proficiency in Python and ML frameworks such as PyTorch or TensorFlow.
  • Hands-on experience with MLOps tools and cloud platforms (AWS, GCP, or Azure).
  • Expertise in at least one of the following areas:
    • Large Language Models (pretraining, fine-tuning, prompt engineering, retrieval-augmented generation)
    • Autonomous AI Agents and multi-agent systems
    • Generative AI (text, vision, speech, or multimodal)
    • Reinforcement learning and decision-making systems
  • Familiarity with distributed data systems, high-performance computing, and GPU/TPU-based model training.
  • Strong communication skills, with the ability to present research findings to both technical and non-technical stakeholders.

ModMed Benefits Highlight: At ModMed, we believe it's important to offer a competitive benefits package designed to meet the diverse needs of our growing workforce. Eligible Modernizers can enroll in a wide range of benefits:
United States
  • Comprehensive medical, dental, and vision benefits, including a company Health Savings Account contribution,
  • 401(k): ModMed provides a matching contribution each payday of 50% of your contribution deferred on up to 6% of your compensation. After one year of employment with ModMed, 100% of any matching contribution you receive is yours to keep.
  • Generous Paid Time Off and Paid Parental Leave programs,
  • Company paid Life and Disability benefits, Flexible Spending Account, and Employee Assistance Programs,
  • Company-sponsored Business Resource & Special Interest Groups that provide engaged and supportive communities within ModMed,
  • Professional development opportunities, including tuition reimbursement programs and unlimited access to LinkedIn Learning,
  • Global presence and in-person collaboration opportunities; dog-friendly HQ (US), Hybrid office-based roles and remote availability for some roles,
  • Weekly catered breakfast and lunch, treadmill workstations, Zen, and wellness rooms within our BRIC headquarters.

PHISHING SCAM WARNING: ModMed is among several companies recently made aware of a phishing scam involving imposters posing as hiring managers recruiting via email, text and social media. The imposters are creating misleading email accounts, conducting remote "interviews," and making fake job offers in order to collect personal and financial information from unsuspecting individuals. Please be aware that no job offers will be made from ModMed without a formal interview process, and valid communications from our hiring team will come from our employees with a ModMed email address (first.lastname@modmed.com). Please check senders' email addresses carefully. Additionally, ModMed will not ask you to purchase equipment or supplies as part of your onboarding process. If you are receiving communications as described above, please report them to the FTC website.

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