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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 Jul 4, 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 engineers make $500,000?

Senior machine learning engineers with extensive experience, advanced skills in deep learning and data science, and often working in high-demand industries or companies can earn $500,000 or more annually. Compensation typically includes base salary, bonuses, and stock options, especially in tech giants or startups with significant funding.

What do machine learning engineers do?

Machine learning engineers develop algorithms and models that enable computers to learn from data and make predictions or decisions. They often work with large datasets, use programming languages like Python or Java, and utilize tools such as TensorFlow or PyTorch to build, test, and deploy machine learning systems in production environments.

What are Machine Learning Engineers?

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 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.

Which 5 jobs will survive AI?

Machine Learning Engineers are likely to continue to be in demand as AI advances, as they develop and refine algorithms, models, and systems. Roles that require complex problem-solving, creativity, and domain expertise—such as healthcare professionals, data scientists, software developers, cybersecurity specialists, and AI ethics officers—are also expected to persist due to their reliance on human judgment and specialized knowledge. These jobs often involve skills that are difficult for AI to fully replicate or replace.

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 engineers make $300,000 a year?

Senior machine learning engineers and data scientists with extensive experience, advanced skills in deep learning, and proficiency with tools like TensorFlow or PyTorch can earn $300,000 or more annually, especially in high-cost-of-living areas or top tech companies. Compensation often includes base salary, bonuses, and stock options, reflecting their expertise and impact on business outcomes.

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 June 2026, with employment types broken down into 1% As Needed, 93% Full Time, 3% Part Time, 1% Temporary, and 2% Contract. Highlights an 89% Physical, 2% Hybrid, and 9% Remote job distribution, with an average salary of $123,662 per year, or $59.5 per hour.
Reliability Technician I - 1st shift

Reliability Technician I - 1st shift

Perdue Farms

Salisbury, MD • On-site

$32.25 - $48.25/hr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Posted 9 days ago

Perdue Farms rating

6.4

Company rating: 6.4 out of 10

Based on 97 frontline employees who took The Breakroom Quiz

257th of 389 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

Play a key role in keeping our operation running at its best. As a Reliability Technician I, you’ll use predictive maintenance technologies to monitor equipment and machinery and help identify issues before they impact production. You’ll contribute to improving plant efficiency through hands-on problem solving and continuous improvement initiatives, while collaborating with team members across the organization. This role is a great opportunity to build reliability expertise, sharpen your technical skills, and make a real impact on equipment performance and operational success every day.

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, vison, life insurance, optional group life insurance, short-term and long-term disability protection, flexible spending accounts and paid time off.  

Schedule: Monday through Friday, 8:00am-5:00pm

Principal Essential Duties & Responsibilities

  • Responsible for conducting routine predictive maintenance technologies on equipment and machinery.
  • Drive overall plant efficiency through problem solving and continuous improvement and will collaborate across levels.
  • Responsible for conducting routine predictive maintenance technologies on equipment and machinery.
  • Help development and implement predictive maintenance strategies to improve equipment reliability.
  • Assist in diagnosing equipment issues and work toward resolving them to improve overall reliability.
  • Work closely with Level 2 to implement maintenance strategies.
  • Participate in data collection and analysis to enhance maintenance practices.
  • Support the development of preventive maintenance plans.
  • Work all required work schedules.

Minimum Education and Experience

  • High School Diploma or GED and Equivalent Experience.
  • Predictive Maintenance Certifications: UA, Lvl I IR Lvl I, Vib Lvl I, MLA Lvl I, MCA/ESA Lvl Maintain Perdue Farms QEW Certification.
  • 8+ Years experience in Industrial maintenance reliability, 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.
  • 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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