ZipRecruiter

Log In

1

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

Chesapeake Utilities

Engineer I

Georgetown, DE · Hybrid

Engineer I Hybrid - Must reside or be willing to relocate to one of our service locations in DE, FL, MD, PA, OH, VA, GA, NC Your role in our success will be... The Engineer I oversees the design ...

Perdue Farms

Maintenance Technician III

Salisbury, MD

$25 - $37/hr

You'll play a hands-on role in improving machinery performance and maintenance reliability while ... Commitment to Continuous Learning to achieve increasing levels of expertise. * Communicates ...

Perdue Farms

Maintenance Technician III

Salisbury, MD · On-site

$25 - $37/hr

You'll play a hands-on role in improving machinery performance and maintenance reliability while ... Commitment to Continuous Learning to achieve increasing levels of expertise. * Communicates ...

Perdue Farms

Maintenance Technician III

Salisbury, MD · On-site

$25 - $37/hr

You'll play a hands-on role in improving machinery performance and maintenance reliability while ... Commitment to Continuous Learning to achieve increasing levels of expertise. * Communicates ...

Perdue Farms

Maintenance Technician III

Salisbury, MD · On-site

$28.50 - $35.50/hr

You'll play a hands-on role in improving machinery performance and maintenance reliability while ... Commitment to Continuous Learning to achieve increasing levels of expertise. * Communicates ...

Perdue Farms

Maintenance Technician III

Salisbury, MD · On-site

$28.50 - $35.50/hr

You'll play a hands-on role in improving machinery performance and maintenance reliability while ... Commitment to Continuous Learning to achieve increasing levels of expertise. * Communicates ...

Perdue Farms

Maintenance Technician III

Salisbury, MD

$28.50 - $35.50/hr

You'll play a hands-on role in improving machinery performance and maintenance reliability while ... Commitment to Continuous Learning to achieve increasing levels of expertise. * Communicates ...

EOS Hospitality

Engineer

Berlin, MD

$17/hr

The Engineer supports the daily operation and upkeep of the property by maintaining guest cottages, common areas, and resort equipment. This hands-on role helps ensure the resort remains safe ...

Sun Outdoors Ocean City

Engineer

Berlin, MD · On-site

$17/hr

The Engineer supports the daily operation and upkeep of the property by maintaining guest cottages, common areas, and resort equipment. This hands-on role helps ensure the resort remains safe ...

EOS Hospitality

Engineer

Berlin, MD · On-site

The Engineer supports the daily operation and upkeep of the property by maintaining guest cottages, common areas, and resort equipment. This hands-on role helps ensure the resort remains safe ...

EOS Hospitality

Engineer

Berlin, MD · On-site

$17/hr

The Engineer supports the daily operation and upkeep of the property by maintaining guest cottages, common areas, and resort equipment. This hands-on role helps ensure the resort remains safe ...

previous pagenext page

Showing results 21-40

All JobsMachine Learning Engineer JobsMachine Learning Engineer Jobs in Berlin, MD

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 18, 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.

Engineer I

Chesapeake Utilities

Georgetown, DE • Hybrid

Full-time

Medical, Dental, Life, Retirement, PTO

Re-posted 18 days ago

Chesapeake Utilities rating

6.8

Company rating: 6.8 out of 10

Based on 9 frontline employees who took The Breakroom Quiz

Job description

Engineer I Hybrid - Must reside or be willing to relocate to one of our service locations in DE, FL, MD, PA, OH, VA, GA, NC

Your role in our success will be… 

The Engineer I oversees the design, development, and management of natural gas pipeline and station projects. This position will collaborate with a cross functional team including project management, construction, and operations, ensuring compliance with design codes (CFR, FERC,PHMSA, DOT, etc.), and facilitate effective decision-making. This job focuses on low-complexity station and pipeline projects ranging up to $10MM, this job will contribute to the successful execution of natural gas infrastructure initiatives

What you’ll be working on… 

  • Develops and manages the internal and third-party design of natural gas pipeline and station projects.
  • Determines calculations (material sizing, flow calculations, pipe sizing, etc.), equipment specifications, requisitions, sketches and drawings for projects.
  • Analyzes and compares equipment quotes and assists with contractor proposal review and selection.
  • Specifies and order pipes, valves and equipment.
  • Works with project team including, Project Management, Construction and Operations while monitoring the engineering design progress.
  • Manages permit applications and status.
  • Reviews final construction drawing packages with the operations, project management, and construction teams. Approves and releases the final construction drawing packages for scheduling and construction
  • Assists with development of engineering scoping documents.
  • Participates in engineering meetings with internal and external stakeholders and may occasionally take the lead in these meetings.
  • Assists with project bidding, bid evaluation, and contract award

Who you are:

  • Bachelor's Degree in Engineering
  • Entry level engineer, recent college graduate
  • Valid Driver's License
  • Understanding of Engineering Principles as well as construction,maintenance and operations.
  • Proficient in general business principles including Microsoft Office Suite.
  • Ability to review engineering plans and understand permit requirements.

What makes us great

At the heart of our Company is a dedication to delivering energy that drives progress.  We put people first, work to keep them safe and build trusting relationships. 

Benefits/what’s in it for you?

  • Flexible work arrangement
  • Competitive base salary
  • Fantastic opportunities for career growth
  • Cooperative, supportive and empowered team atmosphere
  • Annual bonus and salary increase opportunities
  • Monthly recognition events
  • Endless wellness initiatives and community events
  • Robust and customizable benefit packages-choose what works best with your life. Options include generous 401k, medical, dental and life insurance, tuition reimbursement, compensated volunteer hours and more
  • Paid time off, holidays and a separate bank of sick time

Chesapeake Utilities Corporation is an equal opportunity employer committed to creating a diverse workforce. We consider all qualified applicants without regard to race, religion, color, sex, national origin, age, sexual orientation, disability or veteran status, among other factors. Applicants with a disability that need assistance applying for a position may email careers@chpk.com.

What Chesapeake Utilities employees say

Pay

Benefits

Hours and flexibility

Workplace

Get the full story on Breakroom

Apply