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Physics Informed Machine Learning Jobs in Mentor, OH

Kestrel Vision

Applications Engineer I

Solon, OH · On-site

Bachelor's degree in Physics, Mechanical Engineering, Optical Engineering, or a related technical ... Experience with machine vision, imaging systems, or automated inspection technologies.

Kestrel Vision

Applications Engineer I

Solon, OH · On-site

Bachelor's degree in Physics, Mechanical Engineering, Optical Engineering, or a related technical ... Experience with machine vision, imaging systems, or automated inspection technologies.

Gianteagle

Prepared Foods Team Leader

Willoughby, OH

... machines. You'll be the one who Team Members and guests look to for guidance on creating a great ... learning the ins and outs of what's new in the case! Leaders are accountable for the operating ...

Giant Eagle

Prepared Foods Team Leader

Willoughby, OH · On-site

... machines. You'll be the one who Team Members and guests look to for guidance on creating a great ... learning the ins and outs of what's new in the case! Leaders are accountable for the operating ...

Nestle

Electro Mechanical Technician

Solon, OH · On-site

$35.67/hr

Our supportive and collaborative environment encourages bold ambitions and continuous learning so ... AC/DC motors, transformers, machine and line control devices, instrumentation, and VFDs ...

Giant Eagle

Prepared Foods Team Leader

Willoughby, OH · On-site

$20.25 - $23.62/hr

... machines. You'll be the one who Team Members and guests look to for guidance on creating a great ... learning the ins and outs of what's new in the case! Leaders are accountable for the operating ...

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Physics Informed Machine Learning information

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How much do physics informed machine learning jobs pay per hour?

As of Aug 12, 2026, the average hourly pay for physics informed machine learning in Mentor, OH is $17.94, according to ZipRecruiter salary data. Most workers in this role earn between $11.15 and $22.79 per hour, depending on experience, location, and employer.

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?

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 cities near Mentor, OH are hiring for Physics Informed Machine Learning jobs? Cities near Mentor, OH with the most Physics Informed Machine Learning job openings:
Physics Informed Machine Learning jobs near you

AI Product Strategy & Transformation Director

One Source Technology LLC

Cleveland, OH • On-site, Remote

$115K - $185K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 8 days ago

Job description

Asurint has redefined screening by blending advanced technology with human insights, creating a smarter, more effective way to screen. Our compliant, data-driven, tech-enabled solutions deliver faster, more reliable results to empower confident decisions. At Asurint, each member of our team plays and integral part as we work together to drive informed decisions through advanced screening solutions for fair and safe workplaces and communities.
Summary
The AI Product Strategy & Transformation Director is responsible for establishing, leading, and scaling Asurint's enterprise artificial intelligence capability. This role serves as the primary AI strategist and transformation catalyst by identifying, prioritizing, implementing, and governing AI-enabled business solutions across all functions; and partners closely with business and technology stakeholders to identify high-value opportunities, redesign workflows, deploy practical AI solutions, inspire adoption, and drive measurable business outcomes.
Responsibilities
  • Develops and maintains Asurint's enterprise AI strategy, roadmap, operating model, governance framework, and implementation priorities in alignment with corporate objectives and business needs.
  • Partners closely with leaders across Operations, Product, Technology, Compliance, Legal, HR, Finance, Client Success, and Executive Leadership to identify business challenges and translate them into practical, AI-enabled solutions.
  • Builds and manages an AI opportunity pipeline by identifying, evaluating, and prioritizing high-value use cases across the organization.
  • Leads enterprise AI initiatives from concept through deployment, including opportunity assessment, requirements gathering, business case development, pilot execution, implementation planning, change management, adoption, and optimization.
  • Serves as the organization's AI subject matter expert, maintaining deep knowledge of generative AI, large language models, workflow automation, AI agents, intelligent search, knowledge management, adoption, and optimization.
  • Designs, prototypes, configures, and deploys AI-enabled solutions including copilots, workflow automations, knowledge assistants, decision-support tools, document intelligence solutions, and other business productivity applications.
  • Evaluates build-versus-buy options and recommends AI platforms, technologies, and solutions based on business value, scalability, security requirements, integration capabilities, implementation complexity, and return on investment.
  • Establishes a structured intake, evaluation, prioritization, and governance process for AI-related requests and opportunities across the enterprise.
  • Drives adoption and business utilization of AI solutions through training programs, user enablement, communication strategies, best practices, and organizational change management initiatives.
  • Partners with Technology, Security, Compliance, Legal, and Data Governance stakeholders to ensure AI solutions meet organizational and AI governance standards related to responsible AI usage, data privacy, human oversight, risk management, monitoring, approval workflows, and compliance requirements as well as applicable regulatory obligations for sensitive and regulated data.
  • Develops success metrics, operational KPIs, and value realization frameworks to measure productivity improvements, operational efficiencies, cost savings, quality enhancements, risk reduction, and business impact.
  • Monitors AI initiative performance, user adoption, business outcomes, and return on investment; continuously refines solutions and priorities based on measurable results.
  • Facilitates discovery sessions, operational reviews, workshops, and working sessions to identify workflow inefficiencies, automation opportunities, and AI use cases.
  • Builds and maintains a portfolio and pipeline of AI opportunities across the organization, balancing quick wins with strategic transformation initiatives.
  • Creates reusable AI frameworks, standards, templates, implementation methodologies, and best practices to accelerate enterprise adoption and scalability.
  • Serves as a trusted advisor to executive leadership regarding AI strategy, organizational readiness, technology investments, implementation risks, governance considerations, and emerging industry developments.
  • Prepares executive-level presentations, strategic recommendations, implementation roadmaps, business cases, performance reporting, and status updates related to enterprise AI initiatives.
  • Fosters a culture of innovation, experimentation, operational excellence, continuous improvement, and responsible AI adoption throughout the organization.
  • Other duties as required.

Requirements
  • Strong understanding of artificial intelligence concepts and applied enterprise use cases, including generative AI, large language models, machine learning, intelligent automation, workflow orchestration, retrieval-augmented generation, AI agents, and knowledge management systems is required.
  • Demonstrated experience delivering AI-enabled business solutions, digital transformation initiatives, automation programs, or enterprise technology implementations.
  • Proven ability to identify, evaluate, prioritize, and implement business process improvements and transformation initiatives.
  • Strong business analysis, product management, project leadership, change management, and stakeholder engagement skills.
  • Experience facilitating cross-functional initiatives involving business, technology, compliance, and executive stakeholders.
  • Strong analytical, organizational, problem-solving, and strategic planning capabilities.
  • Experience with organizational change management, user adoption strategies, training, and communication planning.
  • Ability to translate complex technical concepts into clear business recommendations and executive-level communications.
  • Familiarity with data governance, information security, privacy considerations, risk management, and responsible AI practices.
  • Experience evaluating software vendors, enterprise technology platforms, implementation partners.
  • Lean Mindset/Lean Thinking experience and approach is preferred.
  • Experience with background screening, identity verification, or regulated information services is preferred.
  • Proficiency in Microsoft Office applications is required; enterprise business systems, workflow automation platforms, analytics platforms, and collaboration tools is preferred.
  • Education: Bachelor's degree in business, operations, information technology, computer science, engineering, data analytics, product management, organizational leadership, or a related field is required. MBA or other advanced degree is preferred.
  • Certifications or licensure: AI-related certifications, Six Sigma certification, project management certifications (PMP, Agile, Scrum, Project Management, etc.) are highly preferred. If you do any work-related driving while at Asurint, a driver's license and ability to maintain a driving record that is satisfactory to the company's liability insurance carrier is required.
  • Years of relevant experience: Minimum of 8 years in business transformation, project management, operations management, consulting, technology implementation, process improvement, digital transformation, or a related field is required. Three years of experience leading AI, automation, digital transformation, or enterprise technology initiatives is strongly preferred.
  • Years of leadership experience: Minimum of 3 years leading cross-functional teams or direct reports is preferred.

Working Conditions
  • The work environment involves everyday risks or discomforts that require normal safety precautions typical of offices, including the need for general safe workplace practices with office equipment and computers, avoidance of trips and falls, and observance of fire regulations.
  • This position is performed remotely within the United States or in an office setting in the Cleveland, Ohio headquarters, although off-site meetings in various settings may occur.
  • Inside Asurint's office environment, the noise level is usually quiet to moderate.
  • In a remote setting, the employee is responsible for maintaining a safe and secure work environment, for arranging the off-site workspace in an ergonomically sound manner, and for maintaining standard Internet speeds in order to work effectively.
  • In a remote setting, the employee is required to ensure that all equipment and records that are the property of Asurint but have been relocated to the off-site workplace, are maintained in a safe and secure manner and are used only for business purposes.
  • The schedule is generally normal Eastern Time Zone business hours (unless otherwise communicated based on position or working location), although the employee may be required to perform work, attend meetings and events before or after normal workings hours, and occasionally on weekends and evenings.
  • Some travel by personal automobile and a valid driver's license may be required. Occasional overnight travel may be required.
  • Ability to lift light objects (less than 20 pounds) and carry them short distances (20 feet or less) is required.
  • The work environment involves everyday risks or discomforts that require normal safety precautions typical of offices, including the need for general safe workplace practices with office equipment and computers, avoidance of trips and falls, and observance of fire regulations.

Benefits
In exchange for your unique abilities, perspectives and teamwork, Asurint offers a competitive salary and an excellent benefit package - with options you can select according to your needs - which includes:
  • Medical, dental and vision effective first day of employment
  • 401(k) with employer match
  • Paid time off
  • 10 company-paid holidays
  • Employee Assistance Program
  • Wellness Program
  • Paid Bereavement
  • Pet Bereavement
  • Pet Insurance
  • Volunteer time off
  • Telecommuting Stipend
  • Professional development programs
  • Short-term disability
  • Company-paid long-term disability
  • Company-paid life insurance
  • Flexible spending/health savings accounts
  • Employee referral bonus

*Asurint is an equal opportunity employer. All applicants will be considered for employment without regard to race, color, religion, age, sex, national origin, disability status, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.
Please note, the pay range represents a good faith estimate for the role at the time of posting. Final compensation will be within this range and determined based on factors such as experience, skills, qualifications and any unique requirements, or specialized skill sets relevant to the role. We are committed to maintaining equitable pay across employees in similar roles to ensure fair and consistent compensation practices.
Salary Description
$115,000-$185,000

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