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Model Server Jobs in Pennsylvania (NOW HIRING)

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Model Server information

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How much do model server jobs pay per hour?

As of Aug 18, 2026, the average hourly pay for model server in Pennsylvania is $15.33, according to ZipRecruiter salary data. Most workers in this role earn between $10.38 and $17.36 per hour, depending on experience, location, and employer.

What is a model server?

Model servers are specialized software systems designed to deploy, manage, and serve machine learning models in production environments. They allow developers and organizations to expose trained models via APIs, enabling real-time predictions or batch processing for various applications. Model servers handle incoming requests, manage model versions, and ensure scalability, reliability, and security when serving models. Common examples include TensorFlow Serving, TorchServe, and NVIDIA Triton Inference Server.

How does a model server typically collaborate with data scientists and engineers during model deployment?

Model Servers play a key role in bridging the gap between data science teams and engineering teams during model deployment. They are responsible for integrating trained machine learning models into production environments, ensuring scalability, reliability, and low-latency access. Collaboration often involves regular communication with data scientists to understand model requirements and with engineers to align on infrastructure, security, and monitoring needs. This teamwork helps ensure that deployed models perform well and can be efficiently maintained or updated as new versions are released.

What are the key skills and qualifications needed to thrive as a model server, and why are they important?

To thrive as a Model Server engineer, you need expertise in deploying, managing, and optimizing machine learning models, typically supported by a background in computer science or a related field. Familiarity with tools like TensorFlow Serving, TorchServe, Docker, Kubernetes, and cloud platforms such as AWS or GCP is essential, along with knowledge of REST or gRPC APIs. Strong problem-solving, communication, and collaboration skills help in troubleshooting issues and working with data scientists and DevOps teams. These abilities ensure reliable, scalable, and efficient delivery of machine learning services in production environments.

What is the difference between Model Server vs Data Scientist?

AspectModel ServerData Scientist
Required CredentialsTypically requires knowledge of machine learning deployment, programming, and sometimes certifications in cloud platformsRequires degrees in data science, statistics, or related fields; certifications are optional
Work EnvironmentWorks primarily in IT, cloud environments, or data infrastructure teamsWorks in research, analytics, or business teams, often in office settings
Employer & Industry UsageUsed in tech companies, AI firms, and organizations deploying machine learning modelsEmployed across industries like finance, healthcare, marketing, and tech for data analysis

The main difference is that Model Servers focus on deploying and maintaining machine learning models in production environments, while Data Scientists analyze data, develop models, and generate insights. Model Servers are essential for operationalizing models, whereas Data Scientists drive the creation and refinement of those models.

What are the most commonly searched types of Model Server jobs in Pennsylvania?

The most popular types of Model Server jobs in Pennsylvania are:

What are popular job titles related to Model Server jobs in Pennsylvania?

For Model Server jobs in Pennsylvania, the most frequently searched job titles are:

What job categories do people searching Model Server jobs in Pennsylvania look for?

The top searched job categories for Model Server jobs in Pennsylvania are:

Model Server jobs near you
Infographic showing various Model Server job openings in Pennsylvania as of August 2026, with employment types broken down into 81% Full Time, and 19% Part Time. Highlights an 100% In-person job distribution, with an average salary of $31,884 per year, or $15.3 per hour.

Bravo-Server

Brio Italian Grille and Bravo Italian Kitchen

Pittsburgh, PA • On-site

Full-time

Posted 13 days ago

Job description

Description:
When you walk into one of our restaurants, you are met with a warm smile and the promise of an amazing Italian meal! Our menu features fresh, prepared-to-order classic dishes from regional Italian recipes and the ambiance mirrors that of a lively family gathering. The common ingredient that creates our comforting Guest environment is the wonderful family, just like we nurture our dishes, we nurture our family members. We want YOU to be one of our key ingredients!
Responsible for the service of menu items and alcoholic and non-alcoholic beverages to guests in a courteous and efficient manner in accordance with company standards. Assists in the maintenance of the restaurant and equipment area via opening and closing checklists. Directs, implements, and maintains a philosophy congruent with the company's culture, which serves as a guide to all staff members.
Requirements:
• Strives to create an operation that values company standards of Guest Service. Ensures that every point of contact with the Guest meets or exceeds expectations and creates a lasting impression to drive repeat business.
• Creates and contributes to a high-energy environment that promotes maximum engagement and enjoyment for the Team and the Guest.
• Communicates in an impactful and meaningful way with management and team members and fosters an open and respectful work environment.
• Models and executes company practices throughout the entire operation creating a high-energy environment for the team and guest alike.
• Demonstrates competence and confidence in making sound effective decisions that benefit the guest and team.
• Meets minimum age requirement for the service of alcoholic beverages.
• Ensures prompt, friendly service according to company guidelines.
• Facilitates a professional and ethical manner that is beyond reproach.
• Ensures compliance when determining potentially intoxicated guests per company standards and procedures.
• Maintain complete knowledge of and comply with all departmental policies and procedures and service standards.
• Ensure proper documentation for all accidents and incidents per company policies and procedures.
• Maintain complete knowledge of all alcoholic menu items, liquor brands, beers, non-alcoholic selections, and daily specials.
• Maintain complete knowledge of and strictly abide by state liquor regulations, particularly those prohibiting service to minors, intoxicated patrons, and driving while under the influence.
• Maintain complete knowledge of property layouts, table/seat/station numbers, proper table set ups, room capacity, hours of operation, price ranges, and dress codes.
• Maintains complete knowledge of all menu items, prices, preparation methods, cook time, major ingredients, quality standards, taste, the appearance of products, texture, serving temperature, garnish, and plate presentation.
• Greet guests and take orders utilizing suggestive selling and upselling techniques.
• Ability to be well organized, maintain concentration, and think clearly when providing service to multiple guests within any given period of time.
• Ability to exert physical effort in transporting food and beverages to guests. Must be able to lift a minimum of 30 lbs.
• Ability to maintain good coordination while serving orders quickly.
• Ability to endure abundant physical movements throughout the work area.
• Ability to perform job functions with minimal supervision.
• Prepare guest checks and process credit cards while adhering to all cash handling and credit card procedures.

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