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Machine Learning Engineer Jobs in Berlin, MD (NOW HIRING)

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Machine Learning Engineer information

See Berlin, MD salary details

$30.3K

$123.7K

$185.8K

How much do machine learning engineer jobs pay per year?

As of Aug 19, 2026, the average yearly pay for machine learning engineer in Berlin, MD is $123,662.00, according to ZipRecruiter salary data. Most workers in this role earn between $97,500.00 and $148,900.00 per year, depending on experience, location, and employer.

What is a machine learning engineer?

Machine Learning Engineers are specialized software engineers who design, build, and deploy machine learning models and systems. They work at the intersection of software engineering and data science, transforming data-driven prototypes into scalable, production-ready solutions. Their responsibilities include data preprocessing, model selection, algorithm implementation, and optimizing models for performance and efficiency. Machine Learning Engineers often collaborate with data scientists, software developers, and other stakeholders to integrate AI technologies into products and services.

What does a machine learning engineer do?

A machine learning engineer maintains production systems and often works with other engineers. In this career, you work with software development methodology, use modern software development tools, and use agile practices. You also play a role in software design and architecture, so you may occasionally work with a programmer. An engineer may help to predict how a model should perform or seek out regression issues by using different test types and algorithms. To fulfill your duties and responsibilities, you work on a computer and use an array of skills and programs to carry out these tests.

What are the key skills and qualifications needed to thrive as a machine learning engineer, and why are they important?

To thrive as a Machine Learning Engineer, you need strong programming skills (particularly in Python), a solid background in mathematics and statistics, and a degree in computer science or a related field. Experience with machine learning frameworks (such as TensorFlow or PyTorch), data processing tools, and cloud platforms is typically required. Problem-solving ability, effective communication, and adaptability are crucial soft skills for collaborating with teams and translating complex models into practical solutions. These competencies ensure the development, deployment, and continual improvement of machine learning systems that drive business value.

What are some common challenges faced by machine learning engineers when deploying models to production?

Machine Learning Engineers often encounter challenges such as ensuring model scalability, maintaining data consistency between training and production environments, and monitoring model performance over time. Integrating models into existing software infrastructure may require collaboration with DevOps and software engineering teams to address issues like latency, version control, and resource allocation. Additionally, ongoing model maintenance is crucial to prevent model drift and ensure that predictions remain accurate as new data becomes available.

What is the difference between Machine Learning Engineer vs Data Scientist?

AspectMachine Learning EngineerData Scientist
CredentialsBachelor's or Master's in CS, Data Science, or related; experience with ML frameworksBachelor's or Master's in Statistics, Data Science, or related; strong analytical skills
Work EnvironmentDevelops scalable ML models, deploys algorithms into productionAnalyzes data, builds models, interprets data insights
Industry UsageTech companies, startups, AI-focused firmsFinance, healthcare, marketing, research organizations

While both roles work with data and machine learning, Machine Learning Engineers focus on building and deploying scalable ML models in production environments. Data Scientists primarily analyze data, create models, and generate insights. The roles often overlap but differ in their core responsibilities and focus areas.

More about Machine Learning Engineer jobs

What cities near Berlin, MD are hiring for Machine Learning Engineer jobs?

Cities near Berlin, MD with the most Machine Learning Engineer job openings:

Machine Learning Engineer jobs near you
Infographic showing various Machine Learning Engineer job openings in Berlin, MD as of August 2026, with employment types broken down into 1% As Needed, 74% Full Time, 23% Part Time, and 2% Contract. Highlights an 87% Physical, 2% Hybrid, and 11% Remote job distribution, with an average salary of $123,662 per year, or $59.5 per hour.

Multi-Craft Maintenance Technician - 2nd Shift

Perdue Farms

Salisbury, MD • On-site

$32.25 - $48.25/hr

Other

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 19 days ago

Perdue Farms rating

6.3

Company rating: 6.3 out of 10

Based on 99 frontline employees who took The Breakroom Quiz

309th of 440 rated food and drinks producers

Job description

Perdue Foods has a goal of becoming the most trusted name in premium proteins by creating products for consumers and for retail and foodservice customers around the globe while changing the way animals are raised for food. It is part of Perdue Farms, a fourth-generation, family-owned food and agricultural business deeply rooted in tradition yet with a forward-thinking mindset. We believe that success starts with our people, and our culture is built on a foundation of teamwork, integrity, and respect, where every voice matters and everyone is encouraged to contribute to our shared goals. We are dedicated to creating a supportive, inclusive environment where associates feel valued and inspired to make an impact, both within the company and in the communities we serve. From promoting growth and development to prioritizing work-life balance, we're committed to helping our team members thrive. That's Perdue.

Summary

Be the go-to expert who keeps our operation running at its best. As a Multi Craft Maintenance Technician, you will be a versatile, hands-on asset to the operations team, working across departments to support safe, efficient, and reliable plant operations. You will help prevent issues before they arise, apply strong problem-solving skills to real time challenges, and promote a proactive, safety focused maintenance culture. This role is ideal for technicians who enjoy variety, take initiative, and make a meaningful impact through continuous improvement and technical expertise.

This position has a target wage of $32.25 - $48.25 per hour, based on shift, experience and qualifications with annual bonus available (variable depending on performance). Overtime may be available. 

In addition to hourly wages, Perdue offers a competitive benefits package, including medical/Rx, 401(k) with employer match after 1 year, critical illness, accident insurance, dental, vision, life insurance, optional group life insurance, short-term and long-term disability protection, flexible spending accounts and paid time off.  

Schedule: Monday through Friday, 4:00pm - 12:30am (weekends as needed).

Principal Essential Duties & Responsibilities

  • Performs extraordinarily complex technical tasks and decision-making.
  • Must be able to demonstrate/achieve and maintain Maintenance Tech III expert proficiency within 10 months of hire.
  • Must also demonstrate a strong knowledge around PLC troubleshooting and interaction with PLC Hardware.
  • Trouble shoots, maintains, and repairs complex machinery. Troubleshooting and repairs on AC/DC/Servo Motor Control System and Instrumentation Control Systems.
  • Collaborates well with production associates and other technicians to solve problems with reliability and urgency.
  • Investigates and repairs electrical and mechanical systems/machinery. Problem solves and performs/ preventative maintenance. Maintains work records and prepare clear and concise oral and written reports.
  • Conducts root cause analysis on system and equipment malfunctions and efficiencies. Recognizes and reports unusual, inefficient, or dangerous mechanical and electrical situations.
  • Seeks ways to drive plant and maintenance cost efficiencies.
  • Role models, mentors Maintenance Technicians. Provides "hands on" training and direction to lower-level mechanics and techs in properly servicing, repairing, and maintaining the equipment operated by the Company.
  • Utilizes appropriate safety precautions, methods, and apparatus to minimize and withstand exposure to chemicals, dust, and mechanical and electrical hazards. Learns and observes all safety precautions as required by Perdue.
  • Works all required work schedules.

Minimum Education and Experience

  • High School Diploma or GED High School Diploma or GED and Equivalent Experience.
  • Communicates effectively, both orally and in writing.
  • 8+ Years experience in Industrial maintenance, troubleshooting, problem-solving and repairs on Mechanical and Electrical Equipment, and/or Equivalent Military Experience.
  • Expert Proficiency in Hydraulics, Mechanics, Electrical, PLC, Welding and Rigging Maintain Perdue Farms QEW Certification.
  • Commitment to Continuous Learning to achieve increasing levels of expertise.

Preferred Education and Experience

  • 2-year Technical Degree in Engineering or Industrial Maintenance.

 

Physical Requirements and Environmental Factors

  • Sitting, standing, walking, climbing, kneeling, reaching overhead and/or at shoulder level, lifting (50 lbs.) and/or repetitive tasks throughout the day.
  • Position requires occasional moving to other offices or buildings.
  • Day travel to nearby locations is sometimes required.
  • May need to access files, supplies, and equipment.

When in a plant environment:

  • Exposure primarily consists of wet and moist floors which include metal and plastic grating surfaces.
  • May be exposed to temperatures of 28 degrees to 100 degrees Fahrenheit with both ambient and 100% humidity.
  • May handle products from 25 degrees to 50 degrees Fahrenheit.
  • May be exposed to noise ranges of 50 db to 110 db.
  • May be exposed to all chemicals used in poultry, food, processing plant.
  • Must wear and use protective and safety equipment required for the job as directed by the Company.

Perdue Farms Inc. is an Equal Opportunity employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, age, sex, sexual orientation, gender identity, national origin, disability, or protected veteran status.

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