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Physics Informed Machine Learning Jobs in Delaware

... by making informed decisions in line with the firm's risk management practices and policies ... machine learning, mobile, etc.) Preferred qualifications, capabilities, and skills * Familiarity ...

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Physics Informed Machine Learning information

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 are popular job titles related to Physics Informed Machine Learning jobs in Delaware?

For Physics Informed Machine Learning jobs in Delaware, the most frequently searched job titles are:

What cities in Delaware are hiring for Physics Informed Machine Learning jobs?

Cities in Delaware with the most Physics Informed Machine Learning job openings:

Infographic showing various Physics Informed Machine Learning job openings in Delaware as of August 2026, with employment types broken down into 6% Internship, 42% Full Time, 45% Part Time, and 7% Contract. Highlights an 100% In-person job distribution.

Science Teacher - Seaford Middle School - TEMPORARY for the 2026-2027 School Year

Seaford, DE โ€ข On-site

Seaford School District
Manufacturingย โ€ขย 501 - 1,000 employees

$43K - $57K/yr

Temporary

Retirement

Posted 14 days ago


Job description

Science Teacher (Middle School) TEMPORARY for the 2026-2027 School Yearย 

Position Purposeย 

Under the general supervision of the School Principal, to develop students' skills and competence in one or more fields of science, including general science, earth science, biology, physiology, chemistry, and physics; develops students skills and abilities in scientific methods and problem-solving, as well as an understanding of the application of science in the solution of practical problems.ย 

Essential Functionsย 

  • Teaches knowledge and skills in one or more fields of science, including general science, earth science, biology, physiology, chemistry, and physics, in accordance with district curriculum.
  • Promotes critical and creative thinking and analysis in all related subject areas.
  • Promotes a classroom environment that is safe and conducive to individualized and small group instruction, and student learning.
  • Develops lesson plans and instructional materials for subject area and translates lesson plans into learning experiences to develop pertinent sequential assignments, challenge students, and best utilize the available time for instruction.
  • Designs learning activities to demonstrate the application of science to everyday existence, including scientific research projects, demonstrations, experiments, and laboratory activities.
  • Instructs students in the proper use and care of scientific equipment, chemicals, and plant and animal life.
  • Conducts ongoing assessment of student learning and progress, and modifies instructional methods to fit individual student's needs, including students with special needs; conducts individual and small group instruction as needed.
  • Maintains familiarity with district and Delawareย State standardized tests for the purpose of adapting curriculum to maximize student achievement on such tests.
  • Continues to acquire professional knowledge and learn of current developments in the educational field by attending seminars, workshops or professional meetings, or by conducting research.
  • Organizes and maintains a system for accurate and complete record-keeping, grading, and reporting for all student activities, achievement and attendance as required by district procedures and applicable laws.
  • Encourages parental involvement in students' education and ensures effective communication with students and parents.
  • Ensures that student conduct conforms to the school's standards and school district policies and establishes and maintains standards of student behavior needed to achieve a functional learning atmosphere in the classroom.
  • Coordinates with other professional staff members, especially within grade level, and participates in faculty meetings and committees.
  • Selects and requisitions appropriate books, instructional aids and other supplies and equipment, maintains inventory records, and ensures equipment is in good working order.ย 

Additional Dutiesย 

Performs other related tasks as assigned by the Principal and other districtย office administrators as designated by the Superintendent.ย 

Note: The above description is illustrative of tasks and responsibilities. ย It is not meant to be all inclusive of every task or responsibility.

Equipmentย 

Uses standard office equipment such as personal computers, printer, copy and fax machines, and telephone.ย 
Uses scientific equipment specific to science classroom.

Travel Requirementsย 

Travels to school district buildings and professional meetings as required.ย 

Knowledge, Skills and Abilitiesย 

  • Knowledge of current teaching methods and educational pedagogy, as well as differentiated instruction based upon student learning styles.
  • Knowledge of a wide range of science subject areas, including general science, earth science, biology, physiology, chemistry, physics, and other related areas (e.g., mathematics).
  • Knowledge of data information systems, data analysis and the formulation of action plans.
  • Knowledge of applicable federal and state laws regarding education and students.
  • Ability to use computer network system and software applications as needed.
  • Ability to organize and coordinate work.
  • Ability to communicate effectively with students and parents.
  • Ability to engage in self-evaluation with regard to performance and professional growth.
  • Ability to establish and maintain cooperative working relationships with others contacted in the course of work.ย 

Physical and Mental Demands, Work Hazardsย 

Works in standard office and school building environments.ย 

Qualifications Profileย 

Certification/License:ย 

Delaware State Certification as a Science Teacher 1543 or as required for position (Specific science content area required.) OR Middle Level Science Teacher 1533

  • Information about Delaware Certification/Licensure can be found on the Delaware Department of Education website:ย https://deeds.doe.k12.de.us/ย (See Attached 1543 - 1533)

ย Motor Vehicle Operator's License or ability to provide own transportation.ย 

Education:ย 

- ย Bachelors from an accredited college or university in education discipline applicable to teaching assignment.ย 

TEMPORARY POSITION:ย ย ย ย ย ย ย  YES
ย ย ย ย ย ย ย ย ย ย ย  Note:ย ย  All temporary positions will end on June 30th.
NUMBER OF MONTHS/DAYS: 10 Month - 188 Days
Note:ย  Months/days will be pro-rated to start date.
FULL TIME OR PART TIME:ย ย ย  Full Time
ELIGIBLE FOR "STATE SHARE" OF BENEFITS:ย ย ย ย ย ย ย  Yes
PENSION ELIGIBLE POSITION:ย  Yes
MINIMUM QUALIFICATIONS:ย 
Teacher Certification - Delaware Code Title 14 Section 1500
NOTE:ย  A minimum of a high school diploma or GED is required for all employees of the Seaford School District.ย 
APPLICATION PROCEDURE:ย  Interested and qualified candidates should complete an online application.ย 
NOTE:ย  Currently employed staff members interested and certified/licensed in this position will be given first consideration and should remit a staff transfer request on the Seaford School District website www.seafordbluejays.org no later than the application closing date referenced above.ย 
SPECIAL CONDITIONS OF EMPLOYMENT:ย  All new state employees will be required to participate in the State of Delaware's Direct Deposit system.ย  With direct deposit, wage and salary payments are deposited in the employee's bank account via electronic funds transfer.





















Standard Requirements:

  • Favorable Criminal Background Check and Child Protection Registry Checkย for the candidate who is offered employment
  • Tuberculin Test
  • Mandatory Direct Deposit of paycheck
    The State of Delaware has initiated a lag pay policy which means that new employees will receive the first paycheck at the end of the second pay period of work.ย 
    The Seaford School District reserves the right to extend or shorten the application and/or interview period, to fill or not fill a position, to modify the job requirements within one's primary area of certification, and to reject any or all applications for just cause.
    The State of Delaware does not discriminate against qualified persons with disabilities in its programs or services.ย  Persons with disabilities are encouraged to contact the Human Resource and Public Information Office, at (302) 629-4587, as soon as possible to request an auxiliary aid or service.
    The Seaford School District is an Equal Opportunity Employer and does not discriminate or deny services on the basis of race, color, national origin, sex, disability, or age in its programs and activities. Inquiries should be directed to:ย Director of Personnel, 390 North Market Street Ext., Seaford, DE 19973.ย  Phone: (302) 629-4587.
    DISCLAIMER: If there is any conflict in interpretation between this posting andย information from the Delaware Department of Education, the Delaware Department of Educationย prevails.
    JLC:tac
    Grade Configurations:
    West Seaford Elementary School - Kindergarten through Grade 2
    Blades Elementary School - Kindergarten through Grade 2
    Central Elementary School - Grade 3 through Grade 5
    Frederick Douglass Elementary School - Grade 3 through Grade 5
    Seaford Middle School - Grade 6 through Grade 8
    Seaford High School - Grade 9 through Grade 12

























FOR INTERNAL USE ONLY EMPLOYEE CLASSIFICAITON Professional - Teacher POSITION TITLE Science Teacher - Middle MANAGEMENT POSITION? (Y/N) N CONTRACTUAL?ย  Y/N Y PAY SCALE Teacher FLSA STATUS (Exempt/Non-Exempt Exempt MONTHS EMPLOYED 10ย  DAYS EMPLOYED 188 (pro-rated if start date after 1st day) JOB CODE P31310
ย 
DEPARTMENT 952300500 REVISED 4/2026