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Physics Informed Machine Learning Jobs in Kentucky

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Consumer Service Representative

Louisville, KY · On-site

$15.25 - $21/hr

Stay informed on event updates, policies, and offerings to confidently communicate the most current ... Proficiency in Microsoft Office and other related software and open to learning new technologies ...

North American Stainless

AOD Floor Operator

Ghent, KY

$17.25 - $21.75/hr

When time allows train with the desk operator on learning the desk job operation. 16 Let the ... HUMAN RESOURCES: 1 Abiding by the Acerinox Code of Conduct 2. Keeping oneself informed through your ...

North American Stainless

AOD Floor Operator

Ghent, KY · On-site

$17.25 - $21.75/hr

When time allows train with the desk operator on learning the desk job operation. 16. Let the ... HUMAN RESOURCES: 1. Abiding by the Acerinox Code of Conduct 2. Keeping oneself informed through ...

North American Stainless

AOD Floor Operator

Ghent, KY · On-site

$17.25 - $21.75/hr

When time allows train with the desk operator on learning the desk job operation. 16. Let the ... HUMAN RESOURCES: 1. Abiding by the Acerinox Code of Conduct 2. Keeping oneself informed through ...

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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 Kentucky? For Physics Informed Machine Learning jobs in Kentucky, the most frequently searched job titles are:
What job categories do people searching Physics Informed Machine Learning jobs in Kentucky look for? The top searched job categories for Physics Informed Machine Learning jobs in Kentucky are:
What cities in Kentucky are hiring for Physics Informed Machine Learning jobs? Cities in Kentucky with the most Physics Informed Machine Learning job openings:
Physics Informed Machine Learning jobs near you
Infographic showing various Physics Informed Machine Learning job openings in Kentucky as of July 2026, with employment types broken down into 100% Full Time. Highlights an 100% In-person job distribution.
Consumer Service Representative

Consumer Service Representative

Churchill Downs Racetrack

Louisville, KY

$15.25 - $21/hr

Full-time

Posted 6 days ago

Churchill Downs rating

5.8

Company rating: 5.8 out of 10

Based on 25 frontline employees who took The Breakroom Quiz

27th of 35 rated event venues

Job description

Churchill Downs Racetrack (“CDRT”), the world’s most legendary racetrack, has been the home of The Kentucky Derby, the longest continually held annual sporting event in the United States, since 1875. Located in Louisville, CDRT features a series of themed race days during Derby Week, including the Kentucky Oaks, and conducts Thoroughbred horse racing during three race meets in the Spring, September and Fall. CDRT is located on 175 acres and has a one-mile dirt track, a 7/8-mile turf track, a stabling area, and provides seating for approximately 60,000 guests. The stable area has barns sufficient to accommodate 1,400 horses and a 114-room dormitory for backstretch personnel. CDRT also has a year-round simulcast wagering facility . www.ChurchillDowns.com.

JOB SUMMARY

This is a 6-month customer service development program designed to build foundational sales and service skills, with the opportunity for promotion into other roles within the organization. This position begins in April 2026 and plays a key role in supporting guest experiences surrounding the Kentucky Derby, Kentucky Oaks, and Churchill Downs Spring Meet.

ESSENTIAL DUTIES AND RESPONSIBILITIES
  • Serve as a primary point of contact for a high volume of inbound customer inquiries via phone and email related to the Kentucky Derby, Kentucky Oaks, Spring Meet race days, ticketing, parking, and event logistics
  • Deliver first-class customer service to both existing and prospective guests, ensuring each interaction reflects the prestige and tradition of Churchill Downs
  • Service a full menu of ticket products, including Kentucky Derby and Kentucky Oaks tickets, Day at the Races tickets, and group ticket packages
  • Assist customers with questions regarding seating, hospitality options, ticket policies, and event-day details, providing accurate and timely information
  • Help qualify leads for the Groups, Premium, and Luxury Sales teams to support broader sales initiatives
  • Renew, service, and maintain current accounts while identifying opportunities to enhance the guest experience
  • Leverage existing account relationships to secure referrals for additional ticket sales, group outings, and suite opportunities
  • Maintain detailed and accurate records of all customer interactions in internal systems
  • Collaborate with ticketing, sales, and event operations teams to ensure a seamless and memorable guest experience
  • Stay informed on event updates, policies, and offerings to confidently communicate the most current information to guests
  • Be available to work evenings, weekends, race days, holidays, and all of Derby Week, performing at a high level during peak event periods
  • Perform other duties as assigned
REQUIRED SKILLS AND ABILITIES

To perform this job successfully, the candidate must be able to perform each duty satisfactorily. The requirements listed below are representative of the knowledge, skill, and/or ability required. Reasonable accommodations may be made to enable individuals with disabilities to perform essential functions.

  • Proficient in basic software programs
  • Creative and enthusiastic with excellent interpersonal skills
  • Available to work race days and special events
  • Possess a willingness to work long hours, evenings, weekends and holidays
  • People-oriented, able to multi-task, organized, motivated and detail focused
  • Prior interaction with the public and/or working knowledge of the horse racing industry preferred
  • Proficiency in Microsoft Office and other related software and open to learning new technologies
EDUCATION AND EXPERIENCE
  • A Bachelor’s degree (B.A.) from a four-year college or equivalent combination of education and experience is preferred.
  • LANGUAGE SKILLS:
    • Ability to communicate effectively (oral & written) with all types of clients, co-workers, and the general public. Ability to communicate effectively under pressure and when working under a deadline
  • MATHEMATICAL SKILLS:
    • Knowledge to apply mathematical operations to such tasks as analyzing costs, return on investment, and analyzing metrics and statistics in comparison to company goals and performance
  • REASONING ABILITY:
    • Ability to define problems, collect data, establish facts and draw valid conclusions. Ability to interpret directions and technical diagrams
  • PROBLEM-SOLVING REQUIREMENTS:
    • When dealing with prospects and clients, the employee must show discretion when making recommendations regarding options and event details for a Churchill Downs Racetrack event
  • MACHINE, TOOLS, AND EQUIPMENT:
    • Computer, printer, calculator, copy and scanning machine, telephone, software packages, etc.
PHYSICAL REQUIREMENTS & WORKING CONDITIONS
  • The employee will be required to sit for extended periods of time
  • While performing the duties of this job, the employee may also be required to stand: walk; use hands to finger reach, handle, or feel objects, tools, or controls; reach with hands and arms; climb or balance; stoop, kneel, crouch, or crawl; and talk or hear
  • The employee may be asked to occasionally lift up to 20 lbs.
  • The employee may be required to work nights, weekends, and holidays
  • The noise level in the work environment is moderate

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, or disability.

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