... Physics, etc.) • 6+ years of experience working in data engineering, data science, software engineering, MLOps specializing in AI and Machine Learning deployment • 6+ years of experience in ...
... Physics, etc.) • 6+ years of experience working in data engineering, data science, software engineering, MLOps specializing in AI and Machine Learning deployment • 6+ years of experience in ...
Experience developing and implementing plasma control systems for fusion or other high-energy physics devices. * Experience deploying machine learning algorithms in real-time or embedded environments.
Experience developing and implementing plasma control systems for fusion or other high-energy physics devices. * Experience deploying machine learning algorithms in real-time or embedded environments.
... Physics, etc.) or equivalent experience * 4+ years of experience working in data engineering, data science, software engineering, MLOps specializing in AI and Machine Learning deployment * 4+ years ...
... Physics, etc.) or equivalent experience * 4+ years of experience working in data engineering, data science, software engineering, MLOps specializing in AI and Machine Learning deployment * 4+ years ...
Sr Staff Image Data Scientist - Time-Series & Neuroscience
Memphis, TN · On-site
$114.40K - $216.32K/yr
D. or equivalent degree in mathematics, statistics, computer science, neuroscience, physics or a related field. * Strong background in statistical analysis and machine learning algorithms.
Sr Staff Image Data Scientist - Time-Series & Neuroscience
Memphis, TN · On-site
$114.40K - $216.32K/yr
D. or equivalent degree in mathematics, statistics, computer science, neuroscience, physics or a related field. * Strong background in statistical analysis and machine learning algorithms.
Teaching Faculty (Electrical Engineering) - School of Engineering and Physics
College Dale, TN · On-site
... learning both in and out of the classroom, and discipling students in Jesus Christ. Duties ... Requires manual dexterity sufficient to operate standard office machines such as computers ...
Teaching Faculty (Electrical Engineering) - School of Engineering and Physics
College Dale, TN · On-site
... learning both in and out of the classroom, and discipling students in Jesus Christ. Duties ... Requires manual dexterity sufficient to operate standard office machines such as computers ...
... learning both in and out of the classroom, and discipling students in Jesus Christ. Duties ... Requires manual dexterity sufficient to operate standard office machines such as computers ...
... learning both in and out of the classroom, and discipling students in Jesus Christ. Duties ... Requires manual dexterity sufficient to operate standard office machines such as computers ...
AI Architect
Nashville, TN · On-site
Drives the conception, prototyping, and deployment of machine learning models-particularly in ... Bachelor's degree in Computer Science, Math, Physics, Engineering, or related quantitative field ...
AI Architect
Nashville, TN · On-site
Drives the conception, prototyping, and deployment of machine learning models-particularly in ... Bachelor's degree in Computer Science, Math, Physics, Engineering, or related quantitative field ...
... with physics-based simulations to accelerate discovery and improve predictive fidelity • ... machine learning or AI to molecular simulation, including: Surrogate models or learned potentials ...
... with physics-based simulations to accelerate discovery and improve predictive fidelity • ... machine learning or AI to molecular simulation, including: Surrogate models or learned potentials ...
Data Scientist
Nashville, TN · On-site
$60K/yr
Stay informed of advancements in machine learning, financial modeling, and analytics platforms.
Data Scientist
Nashville, TN · On-site
$60K/yr
Stay informed of advancements in machine learning, financial modeling, and analytics platforms.
Data Scientist
Brentwood, TN · Hybrid
Apply statistical methods, machine learning, and AI techniques to develop production-ready ... Enable leadership to make informed, data-driven decisions Our Benefits Include: * Medical, Dental ...
Quick apply
Data Scientist
Brentwood, TN · Hybrid
Apply statistical methods, machine learning, and AI techniques to develop production-ready ... Enable leadership to make informed, data-driven decisions Our Benefits Include: * Medical, Dental ...
Data Scientist
Brentwood, TN · On-site
Apply statistical methods, machine learning, and AI techniques to develop production-ready ... Enable leadership to make informed, data-driven decisions Our Benefits Include: * Medical, Dental ...
Data Scientist
Brentwood, TN · On-site
Apply statistical methods, machine learning, and AI techniques to develop production-ready ... Enable leadership to make informed, data-driven decisions Our Benefits Include: * Medical, Dental ...
Integrate AI/ML approaches with physics-based simulations to accelerate discovery and improve ... Experience applying machine learning or AI to molecular simulation, including: * Surrogate models ...
Integrate AI/ML approaches with physics-based simulations to accelerate discovery and improve ... Experience applying machine learning or AI to molecular simulation, including: * Surrogate models ...
Integrate AI/ML approaches with physics-based simulations to accelerate discovery and improve ... Experience applying machine learning or AI to molecular simulation, including: * Surrogate models ...
Integrate AI/ML approaches with physics-based simulations to accelerate discovery and improve ... Experience applying machine learning or AI to molecular simulation, including: * Surrogate models ...
Postdoctoral Research Associate, Atomistic Simulations & AI-Driven Molecular Modeling
Oak Ridge, TN · On-site
Integrate AI/ML approaches with physics-based simulations to accelerate discovery and improve ... Experience applying machine learning or AI to molecular simulation, including: * Surrogate models ...
Postdoctoral Research Associate, Atomistic Simulations & AI-Driven Molecular Modeling
Oak Ridge, TN · On-site
Integrate AI/ML approaches with physics-based simulations to accelerate discovery and improve ... Experience applying machine learning or AI to molecular simulation, including: * Surrogate models ...
CTIO AI Engineering Manager
$73.50K - $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 ...
CTIO AI Engineering Manager
$73.50K - $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 ...
Integrate AI/ML approaches with physics-based simulations to accelerate discovery and improve ... Experience applying machine learning or AI to molecular simulation, including: * Surrogate models ...
Integrate AI/ML approaches with physics-based simulations to accelerate discovery and improve ... Experience applying machine learning or AI to molecular simulation, including: * Surrogate models ...
Post-Doctoral Research Associate: Department of Physics and Astronomy - UTK
Knoxville, TN · On-site
$2.50K/wk
Leverage modern computational techniques, including data-driven and machine learning models, to ... D. in physics, chemistry, materials science, or a closely related field completed no later than 08 ...
Post-Doctoral Research Associate: Department of Physics and Astronomy - UTK
Knoxville, TN · On-site
$2.50K/wk
Leverage modern computational techniques, including data-driven and machine learning models, to ... D. in physics, chemistry, materials science, or a closely related field completed no later than 08 ...
Develop continuous learning channel to stay informed of advancements in select emerging technologies (e.g., IoT, AI, machine learning, robotics). Manage internal research and development activities ...
Develop continuous learning channel to stay informed of advancements in select emerging technologies (e.g., IoT, AI, machine learning, robotics). Manage internal research and development activities ...
Develop continuous learning channel to stay informed of advancements in select emerging technologies (e.g., IoT, AI, machine learning, robotics). Manage internal research and development activities ...
Develop continuous learning channel to stay informed of advancements in select emerging technologies (e.g., IoT, AI, machine learning, robotics). Manage internal research and development activities ...
Develop continuous learning channel to stay informed of advancements in select emerging technologies (e.g., IoT, AI, machine learning, robotics). Manage internal research and development activities ...
Develop continuous learning channel to stay informed of advancements in select emerging technologies (e.g., IoT, AI, machine learning, robotics). Manage internal research and development activities ...
Physics Informed Machine Learning information
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 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.
More about Physics Informed Machine Learning jobs
What are popular job titles related to Physics Informed Machine Learning jobs in Tennessee? For Physics Informed Machine Learning jobs in Tennessee, the most frequently searched job titles are:
- Remote Data Scientist Intern
- Generative Ai Writer
- Senior Applied Scientist Machine Learning
- Part Time Machine Learning Scientist
- Scientific Machine Learning
- Data Science For Social Good
- Machine Learning Researcher
- Data Scientist Intern
- Overnight Computational Linguistics Intern
- Internship Artificial Intelligence Compliance
What job categories do people searching Physics Informed Machine Learning jobs in Tennessee look for? The top searched job categories for Physics Informed Machine Learning jobs in Tennessee are:
What cities in Tennessee are hiring for Physics Informed Machine Learning jobs? Cities in Tennessee with the most Physics Informed Machine Learning job openings:
Deloitte rating
8.1
Based on 86 frontline employees who took The Breakroom Quiz
60th of 138 rated financial services
Job description
Job Summary:
Deloitte's Strategy & Transactions team is seeking an AI Engineering Manager to lead the design, development, and deployment of innovative AI applications across various sectors. This role involves collaborating with clients to create robust AI platforms and cloud solutions, while mentoring junior team members and ensuring the successful implementation of AI strategies.
Responsibilities:
• Work with clients to design, develop, and deploy new architectures to support machine learning & automation applications
• Leverage advanced technical skills in modern data architecture, data science engineering, data transformation, and management of structured and unstructured data sources using cloud computing or on-prem technologies
• Design and lead development on scalable, high-performance data architecture solutions that supports both the client business as well as AI/GenAI use cases
• Support and enhance data architecture, and data pipelines, and define database schemas (Graph, SQL, NoSQL) to develop algorithm scalability and deployment based on agile business priorities and initiatives
• Participate in architectural and deployment discussions to ensure solutions are designed for successful scale, security, and high availability in the cloud or on prem
• Adopt best engineering practices in automation, HPC and AI/GenAI infrastructure and design patterns
• Define and lead technology proof of concepts to ensure feasibility of new data and cloud technology solutions
• Display strong thought leadership and execution in pursuit of modern data architecture principles and technology modernization
• Mentor, motivate, and coach junior members on technical best practices and inspire professional development
Qualifications:
Required:
• Bachelor's degree in a STEM field (Computer Science, Engineering, Physics, etc.)
• 6+ years of experience working in data engineering, data science, software engineering, MLOps specializing in AI and Machine Learning deployment
• 6+ years of experience in designing cloud solutions and supporting production projects, including hands-on experience with AWS services (or Azure, GCP equivalents)
• 6+ years of programming experience with Linux Shell/CLI, Python, SQL, PowerShell, etc.
• 4+ years of experience managing teams in technical delivery and delivering complex and critical projects
• 4+ years of experience in DevOps and leveraging CI/CD services: Puppet, Ansible, Chef, Airflow, Terraform, Jenkins etc.
• 4+ years of experience with database development and ETL/ELT pipelines (relational, NoSQL, Neo4j)
• 3+ years of experience with deployment and optimization: Kubernetes, Docker, NVIDIA TensorRT/Triton, RAPIDs, Kubeflow, MLflow, Kafka, etc.
• Live within commuting distance to one of Deloitte's consulting offices
• Ability to travel 10%, on average, based on the work you do and the clients and industries/sectors you serve
• Limited immigration sponsorship may be available
Preferred:
• Master's degree in Computer Science, Engineering, Physics, etc. or related STEM field
• AWS/Azure Certifications (AWS/Azure Certified: SysOps Administrator, DevOps Engineer, Solutions Architect)
• 2+ years of experience with GPU computing (CUDA, OpenCL) and HPC system software stack
Company:
Deloitte is a business consulting company that offers audit, consulting, financial advisory, and tax services. Founded in 1845, the company is headquartered in London, GBR, with a team of 10001+ employees. The company is currently Late Stage.
Deloitte's Strategy & Transactions team is seeking an AI Engineering Manager to lead the design, development, and deployment of innovative AI applications across various sectors. This role involves collaborating with clients to create robust AI platforms and cloud solutions, while mentoring junior team members and ensuring the successful implementation of AI strategies.
Responsibilities:
• Work with clients to design, develop, and deploy new architectures to support machine learning & automation applications
• Leverage advanced technical skills in modern data architecture, data science engineering, data transformation, and management of structured and unstructured data sources using cloud computing or on-prem technologies
• Design and lead development on scalable, high-performance data architecture solutions that supports both the client business as well as AI/GenAI use cases
• Support and enhance data architecture, and data pipelines, and define database schemas (Graph, SQL, NoSQL) to develop algorithm scalability and deployment based on agile business priorities and initiatives
• Participate in architectural and deployment discussions to ensure solutions are designed for successful scale, security, and high availability in the cloud or on prem
• Adopt best engineering practices in automation, HPC and AI/GenAI infrastructure and design patterns
• Define and lead technology proof of concepts to ensure feasibility of new data and cloud technology solutions
• Display strong thought leadership and execution in pursuit of modern data architecture principles and technology modernization
• Mentor, motivate, and coach junior members on technical best practices and inspire professional development
Qualifications:
Required:
• Bachelor's degree in a STEM field (Computer Science, Engineering, Physics, etc.)
• 6+ years of experience working in data engineering, data science, software engineering, MLOps specializing in AI and Machine Learning deployment
• 6+ years of experience in designing cloud solutions and supporting production projects, including hands-on experience with AWS services (or Azure, GCP equivalents)
• 6+ years of programming experience with Linux Shell/CLI, Python, SQL, PowerShell, etc.
• 4+ years of experience managing teams in technical delivery and delivering complex and critical projects
• 4+ years of experience in DevOps and leveraging CI/CD services: Puppet, Ansible, Chef, Airflow, Terraform, Jenkins etc.
• 4+ years of experience with database development and ETL/ELT pipelines (relational, NoSQL, Neo4j)
• 3+ years of experience with deployment and optimization: Kubernetes, Docker, NVIDIA TensorRT/Triton, RAPIDs, Kubeflow, MLflow, Kafka, etc.
• Live within commuting distance to one of Deloitte's consulting offices
• Ability to travel 10%, on average, based on the work you do and the clients and industries/sectors you serve
• Limited immigration sponsorship may be available
Preferred:
• Master's degree in Computer Science, Engineering, Physics, etc. or related STEM field
• AWS/Azure Certifications (AWS/Azure Certified: SysOps Administrator, DevOps Engineer, Solutions Architect)
• 2+ years of experience with GPU computing (CUDA, OpenCL) and HPC system software stack
Company:
Deloitte is a business consulting company that offers audit, consulting, financial advisory, and tax services. Founded in 1845, the company is headquartered in London, GBR, with a team of 10001+ employees. The company is currently Late Stage.