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Physics Informed Machine Learning Jobs in Ohio (NOW HIRING)

Deloitte

Data Science Consultant

Columbus, OH · On-site

Required : • A Bachelor's in a quantitative field (engineering, mathematics, physics, machine learning, statistics or computer science) are the ideal candidates. • At least 2+ years of industry ...

Deloitte

Data Science Consultant

Cincinnati, OH · On-site

Required : • A Bachelor's in a quantitative field (engineering, mathematics, physics, machine learning, statistics or computer science) are the ideal candidates. • At least 2+ years of industry ...

STR

Principal Signal Processing Researcher

Dayton, OH

$206K - $284K/yr

Develop electronic warfare and radar system concepts, signal processing and machine learning ... PhD, MS, or BS in Electrical Engineering, Applied Mathematics, Physics, or related technical ...

Deloitte

Data Science Consultant

Cincinnati, OH

A Bachelor's in a quantitative field (engineering, mathematics, physics, machine learning, statistics or computer science) are the ideal candidates. * At least 2+ years of industry experience outside ...

Deloitte

Data Science Consultant

Columbus, OH

A Bachelor's in a quantitative field (engineering, mathematics, physics, machine learning, statistics or computer science) are the ideal candidates. * At least 2+ years of industry experience outside ...

Deloitte

Data Science Consultant

Cleveland, OH

A Bachelor's in a quantitative field (engineering, mathematics, physics, machine learning, statistics or computer science) are the ideal candidates. * At least 2+ years of industry experience outside ...

STR

Principal Signal Processing Researcher

Dayton, OH · On-site

$206K - $284K/yr

Develop electronic warfare and radar system concepts, signal processing and machine learning ... PhD, MS, or BS in Electrical Engineering, Applied Mathematics, Physics, or related technical ...

STR

Principal Signal Processing Researcher

Dayton, OH

$206K - $284K/yr

Develop electronic warfare and radar system concepts, signal processing and machine learning ... PhD, MS, or BS in Electrical Engineering, Applied Mathematics, Physics, or related technical ...

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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.
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Adjunct - Physics (On-Campus / In-Person Teaching) - Harrison, OH

Cincinnati State Technical & Community College

Harrison, OH

Part-time

Posted 25 days ago

Job description

Adjunct – Physics (On-Campus / In-Person Teaching) – Harrison, OH
This posting is part of an ongoing recruitment effort. Applications are accepted year-round, and qualified candidates will be contacted as positions become available.
Overview: Classroom instruction for courses in the following areas
  • Physics (Algebra/Trig Based Physics, Calculus Based Physics, Health Physics, Aviation Physics, Introduction to Physics)
Note that all department classes have at least one weekly on-campus meeting.
Essential Duties
  • Deliver learning-centered instruction by establishing a classroom environment conducive to learning and student involvement as well as effectively planning and preparing for classes and student success.
  • Adequately prepare all course materials and lessons. Note: preparation time will vary based on instructor experience in teaching that course.
  • Provide each student with clear course expectations, evaluations, and timelines through carefully written topical outlines and approved, standardized syllabus.
  • Provide interesting and relevant assignments for students that demonstrate learning outcomes in a real-life setting.
  • Suitably challenge, engage, serve, and communicate with students to encourage their participation and learning while maintaining mutual value and respect.
  • Complete Brightspace grade books, attendance rosters, final grade sheets, learning assessments and exam assessments on a timely basis.
  • Ensure course and program learning outcomes are delivered as defined by the syllabus.
  • Maintain a paper or electronic record (i.e., spreadsheet or grade book) of each student's progress and have it available upon request by students and/or appropriate College personnel.
  • Facilitate meaningful student learning activities that align with the course learning outcomes and proactively support all facets of the learning environment.
  • Promote student success by showing flexibility in style and work schedule (i.e., doing lab make-ups and helping students) as well as exhibiting a passion for teaching and students and engaging students in the learning process.
  • Design, administer, and grade examinations to assess achievement of course learning outcomes as identified in the syllabus and as approved by the Department Chair.
  • Complete as directed all end of term responsibilities, including submission of final grades, copies of exams, attendance records, and all other designated materials to the Academic Office.
  • Consult with the Physics Area Chair or other appropriate College personnel on questions or issues involving course curricula, instructional strategies, and College policies and procedures.
Minimum Qualifications:
  • A Master's degree or higher from a regionally accredited institution in physics, or
  • A Master's degree or higher from a regionally accredited institution in any field, with at least 18 graduate credit hours in a physics-related discipline.
  • Available to teach in-person classes.
Preferred Qualifications:
  • A minimum of one year of teaching experience at a regionally accredited post-secondary institution, or a minimum of two years as a teaching assistant.
  • Experience teaching in a community college.
Desired Competencies:
  • Ability to work in a diverse work environment.
  • Experience with or commitment to learn and use the College's Learning Management System, Brightspace.
  • Commitment to student excellence and continued improvement of instruction.
  • Ability to use a computer and software used in academic settings.
  • Strong interpersonal skills and the ability to communicate effectively with a diverse professional, community, and student population.
  • Possess good organizational and planning skills.
Candidate notification: Please note that due to the high volume of candidates applying for adjunct positions, we will only follow up with candidates who we are considering for an interview. Please be assured that we will keep your resume on file until the position is closed.
Details:
Reports To: Associate Dean, Humanities and Sciences
Position Level: Adjunct, Physics
Comp. Range: $700.00 per lecture hour for new adjuncts
Status: Part-time
Contract Affiliation: N/A
Classification: Non-Exempt
Cincinnati State is an E-Verify employer:
  • If you're hired, you must complete a Form I-9, which verifies your identity and your legal right to work in the U.S.
  • You'll need to provide original, acceptable documents—no photocopies—to complete the I-9 process.
  • A list of acceptable documents can be seen here: USCIS I-9 website
STATEMENT OF COMMITMENT
  1. The institution declares that it will educate students by means of free, open, and rigorous intellectual inquiry to seek the truth.
  2. The institution declares that its duty is to equip students with the opportunity to develop the intellectual skills they need to reach their own, informed conclusions.
  3. The institution declares its commitment to not requiring, favoring, disfavoring, or prohibiting speech or lawful assembly.
  4. The institution declares it is committed to create a community dedicated to an ethic of civil and free inquiry, which respects the autonomy of each member, supports individual capacities for growth, and tolerates the differences in opinion that naturally occur in a public higher education community.
  5. The institution declares that its duty is to treat all faculty, staff, and students as individuals, to hold them to equal standards, and to provide them equality of opportunity, with regard to those individuals' race, ethnicity, religion, sex, sexual orientation, gender identity, or gender expression.

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