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Physics Informed Machine Learning Jobs in Maryland

Johns Hopkins Applied Physics Laboratory

... physics, or mathematics/statistics and want to develop algorithms for the undersea domain, consider ... We apply information processing, machine learning, deep learning, and signal processing to ...

Leidos

Transportation Data Scientist

Cabin John, MD · On-site

$100K - $120K/yr

... familiarity in machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn), data ... LLMs), or physics-informed ML for transportation applications. • Knowledge of federal AI ...

Leidos

Transportation Data Scientist

Kensington, MD · On-site

$100K - $120K/yr

... familiarity in machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn), data ... LLMs), or physics-informed ML for transportation applications. • Knowledge of federal AI ...

Leidos

Transportation Data Scientist

Germantown, MD · On-site

$100K - $120K/yr

... familiarity in machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn), data ... LLMs), or physics-informed ML for transportation applications. • Knowledge of federal AI ...

Leidos

Transportation Data Scientist

Glen Echo, MD · On-site

$100K - $120K/yr

... familiarity in machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn), data ... LLMs), or physics-informed ML for transportation applications. • Knowledge of federal AI ...

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Physics Informed Machine Learning information

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 Maryland? For Physics Informed Machine Learning jobs in Maryland, the most frequently searched job titles are:
What job categories do people searching Physics Informed Machine Learning jobs in Maryland look for? The top searched job categories for Physics Informed Machine Learning jobs in Maryland are:
What cities in Maryland are hiring for Physics Informed Machine Learning jobs? Cities in Maryland with the most Physics Informed Machine Learning job openings:
Physics Informed Machine Learning jobs near you
Teacher Physics, Secondary (26-27)

Teacher Physics, Secondary (26-27)

Baltimore City Public Schools

Baltimore, MD • On-site

Full-time

Posted 24 days ago

Baltimore City Public Schools rating

8.2

Company rating: 8.2 out of 10

Based on 29 frontline employees who took The Breakroom Quiz

60th of 559 rated elementary and secondary schools

Job description

Teachers & Licensed Professionals - Position - TEACHER POOL
Job Number 8600042602
Start Date
Open Date
Closing Date
Plans and implements an instructional program in Physics and provides related educational services for students. Manages student behavior, assesses, and evaluates student achievement, and modifies instructional activities as required; Carries out a variety of student monitoring and supports activities.
Serves as a Physics education classroom teacher in secondary school grades (grades 7 through 12). Classes taught may be single grade or multi grade level, are most often subject oriented, but may be skill or specialty oriented. Some positions work off site or in a combination of off-site and classroom settings. Performs duties within a team or departmental setting but might work independently in a unique teaching specialty. Some positions may be assigned to reading or technology labs. Other positions may be assigned to science labs or industrial arts/technology education labs where the use of chemicals and machinery necessitates a higher level of monitoring to prevent accidental injury to students. Applicant pool is viewable for employment in grades 7-12.
Essential Functions
  • Assesses student abilities as related to desired educational goals, objectives, and outcomes.
  • Plans and implements appropriate instructional/learning strategies and activities, including determination of appropriate kind and level or materials. Utilizes a variety of instructional materials and available multimedia and computer technology to enhance learning.
  • Develops, adapts, modifies, and individualizes educational materials, resources, techniques, methods, and strategies to meet the needs of students within the City Schools curriculum framework.
  • Assumes direct responsibility for the development of appropriate behavior of students within the school setting by establishing and maintaining effective discipline and management procedures.
  • Manages the behavior of learners in instructional settings to ensure environment is conducive to the learning process and assists and participates in management of student behavior in other parts of the school, center, school grounds, or work site.
  • Coordinates instructional activities and collaborates with others professional staff, both school and non-school-based, as required to maximize learning opportunities.
  • Requests assistance of and works with resource personnel, as needed.
  • Works in a self-contained, team, departmental, itinerant capacity, or at field work site as assigned.
  • Participates in in-service and staff development activities and staff meetings as required or assigned.
  • Continually assesses student achievement and maintains appropriate assessment and evaluation documentation for institutional and individual reporting purposes.
  • Ensures continuous communication with parents, both written and oral, to keep them informed of a student(s) progress.
  • Continually communicates with students on instructional expectations and keeps them informed of their progress in meeting those expectations.
  • Manages allotted learning time to maximize student achievement.
  • Assigns work to and oversees paraprofessionals, parents, and student volunteers as required.
  • Ensures classroom and/or instructional environment is attractive, healthful, safe, and conducive to learning and that materials are in good condition and accessible to students.
  • Serves at two or more schools on a regular basis if itinerant.
  • Makes off school site visits to monitor students or confers with employers or site instructors as required.
  • Supports or participates in school-wide student activities and social events and approved fundraising activities.
  • Monitors student behavior in non-instructional areas as assigned or required and intervenes to control and modify disruptive behavior, reporting to administrator as appropriate.
  • Collaborates with other professionals (guidance counselors, librarians, etc.) to carry out school wide instructional or related activities.
  • May sponsor or coordinate extracurricular activities such as clubs, student organizations, and academic contests.
  • Performs and promotes all activities in compliance with equal employment and non-discrimination policies; follows federal laws, state laws, school board policies and the professional standards.

Desired Qualifications
Required:
  • Valid educator license in secondary grades Physics education OR eligible for a conditional license in secondary grades Physics (Physics major OR at least 24 college credits in Physics with a C or better and an overall GPA of a 2.5 or betterOR a Bachelor's degree in any area with an overall GPA of 2.5 and 3 year's experience in a job related field.)
  • Bachelor's degree from an accredited college or institution.
  • Knowledge of federal laws protecting the educational services for students with disabilities
  • Knowledge of content, curriculum, methods, materials, and equipment of instructional specialty to which assigned
  • Excellent oral and written communications and human relations skills
  • Ability to select instructional planning, management, and evaluation procedures that relate to student needs and the demands of the instructional environment
  • Ability to apply knowledge of current research and theory to instructional programs
  • Ability to plan and implement lessons based on division and school objectives and the needs and abilities of students to whom assigned
  • Ability to establish and maintain effective relationships with students, peers, and parents
  • Ability to plan and implement lessons based on division and school objectives and the needs and abilities of students to whom assigned
  • Ability to move about the room to check student work and monitor behavior

Preferred:
  • Knowledge of school's program of studies related to assignments and mission, goals, and organization is preferred
  • Bachelor's degree in Physics

Full time or Part time Full time
Additional Details
Qualified candidates for the above position must submit the following:
  • Completed online application
  • Resume that clearly demonstrates the above minimum qualifications.?It is important that you include all experiences and education related to the position to which you are applying.
  • Upload copies of all transcripts -undergraduate, graduate and all MSDE Certifications
  • Must provide three (3) professional references to include: name, title, business address, e-mail address and phone number
  • All documentation/certification necessary (scanned copies accepted) to substantiate minimum qualifications; must be uploaded into application
  • All documentation must be scanned and uploaded to application

Benefits?-- This position is eligible for benefits. To review the available options please see the information relevant to the union for this position by viewing the following link:?http://www.baltimorecityschools.org
Baltimore City Public Schools ("City Schools") does not discriminate in its employment, programs, and activities based on race, ethnicity, color, ancestry, national origin, nationality, religion, sex, sexual orientation, gender, gender identity, gender expression, marital status, pregnancy or parenting status, family structure, ability (cognitive, social/emotional, and physical), veteran status, genetic information, age, immigration or citizenship status, socioeconomic status, language, or any other legally or constitutionally protected attributes or affiliations. Discrimination undermines our community's long-standing efforts to create, foster, and promote equity and inclusion for all. Some examples of discrimination include acts of hate, violence, harassment, bullying, or retaliation. For more information, see Baltimore City Board of School Commissioners Policies?JBA (Nondiscrimination - Students), ?JBB (Sex-Based Discrimination - Students), ?JICK (Bullying, Harassment, or Intimidation of Students), ?ACA (Nondiscrimination - Employees and Third Parties), ?ACB (Sexual Harassment - Employees and Third Parties), ?ACD (ADA Reasonable Accommodations), and?ADA (Equity), and the accompanying City Schools Administrative Regulations. City Schools also provides equal access to the Boy and Girl Scouts and other designated youth groups.?Link to Full Nondiscrimination Notice.
?
This position is affiliated with the Baltimore Teachers Union (BTU) bargaining unit.?
This position is affiliated with the State Retirement Plan.

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About Baltimore City Public Schools

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Baltimore City Public Schools (BCPS), also known as Baltimore City Public School System (BCPSS) or City Schools, is a public school system in Baltimore, Maryland. It serves Baltimore City’s youth and is distinct from the Baltimore County Public Schools system. As of 2012, it’s the fourth largest school system in Maryland with an enrollment of approximately 84,000 students in the 2014–15 school year.

Industry

Elementary and secondary schools

Company size

10,000+ Employees

Headquarters location

Baltimore, MD, US

Year founded

1939

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