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Physics Informed Machine Learning Jobs in Niagara Falls, NY

Pwc

GenAI Python Systems Engineer-Manager

Buffalo, NY

$99K - $232K/yr

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

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Physics Informed Machine Learning information

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$5

$19

$24

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

As of Aug 21, 2026, the average hourly pay for physics informed machine learning in Niagara Falls, NY is $19.22, according to ZipRecruiter salary data. Most workers in this role earn between $11.97 and $24.42 per hour, depending on experience, location, and employer.

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 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 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 cities near Niagara Falls, NY are hiring for Physics Informed Machine Learning jobs?

Cities near Niagara Falls, NY with the most Physics Informed Machine Learning job openings:

Physics Informed Machine Learning jobs near you

Cloud Engineer - Full Stack Developer

Innovative Solutions

Buffalo, NY • On-site

Full-time

Re-posted yesterday

Job description

Job Summary:
Innovative Solutions is seeking a Cloud Engineer - Full Stack Developer to join their Professional Services team. The role involves building, deploying, and maintaining critical customer applications while providing technical execution and optimizing client environments.
Responsibilities:
• Assisting in the designing and building modern and highly scalable cloud-based applications for customers
• Migrating and modernizing customer legacy applications using AWS services
• Working with Project Managers and clients to provide recommendations and technology roadmaps to meet their business needs
• Actively participating in team meetings and cross-functional interactions
• Keeping team members and supervisors informed of progress and issues
• Actively contributing to client project status meetings
• Contributing to R&D projects to validate/invalidate new services offerings
• Remaining current with technology trends and new technologies
• Proposing the latest technology usage and integration standards
• Developing and managing backend infrastructure, APIs and integrations to support cloud-based solutions, using programming languages like Python, Java, and PHP
• Participating in code reviews, document infrastructure-as-code, and assist with UI/UX
• Building out frontend interfaces and dashboards for applications and infrastructure using languages like Angular and React
• Utilizing best practices for security, compliance, and business continuity in cloud solutions
Qualifications:
Required:
• 5+ years’ experience as a cloud engineer with hands-on expertise across AWS cloud services
• Strong experience with infrastructure-as-code tools like CloudFormation
• Experience coding in multiple languages including Node.js, Python, Angular, React, .NET Core, .NET Framework
• Experience using AWS platforms including but not limited to Cognito and Amplify
• Understanding of modern app architectures in cloud environments
• Able to collaborate with cloud engineer and project management teams
• AWS Certification(s) a must have (can be obtained upon hire) - minimum requirement at 90 days is AWS Certified Developer Associates
• In-depth experience with one or more programming languages like Java, JavaScript, Python, C# used for developing cloud-native applications
• Understanding of cloud computing concepts - IaaS, PaaS, serverless, containers etc
• Working knowledge of Amazon Web Services - key services like EC2, S3, Lambda, API Gateway, ECS, Fargate, RDS etc
• Experience using AWS command line tools and SDKs to manage infrastructure as code
• Building, deploying, managing microservices applications on AWS
• Working with AWS data storage solutions like DynamoDB, NoSQL, and Aurora RDS
• Experience with containers & orchestration platforms like Docker, Kubernetes on AWS Security best practices for applications in the public cloud
Preferred:
• Experience with CI/CD pipelines and automated testing
• Building event-driven architectures on cloud platform
• Using infrastructure as code tools like CloudFormation
• Frontend JavaScript frameworks like React
• Machine learning capabilities like SageMaker
• Leveraging serverless architectures where applicable
Company:
Innovative Solutions is a web design company focusing on helping every small to midsize business. Founded in 1989, the company is headquartered in West Henrietta, USA, with a team of 51-200 employees. The company is currently Growth Stage.

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