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Machine Shops Jobs in Baltimore, MD (NOW HIRING)

Maintenance Mechanic

Baltimore, MD · On-site

$24.75 - $31.75/hr

Basic knowledge of machine shop and welding * Good mathematical skills and able to read, write and speak English * Must be a team player with all departments PHYSICAL REQUIREMENTS: * Ability to ...

We are not a production shop. The ideal candidate should possess a minimum of 5-10 years of hands ... machine tools to perform precision machining operations. This will involve aligning and securing ...

Best Large Employers by Forbes , 2025 The Door Shop Hourly role assists Door Shop Assemblers in daily operations of manufacturing doors. The position will include assembling doors including cutting ...

The technician develops, implements, and improves shop procedures, build guidelines, and assembly standards while collaborating closely with engineers, machinists, and manufacturing specialists to ...

Showing results 41-60

Machine Shops information

See Baltimore, MD salary details

$13

$26

$48

How much do machine shops jobs pay per hour?

As of Aug 13, 2026, the average hourly pay for machine shops in Baltimore, MD is $26.18, according to ZipRecruiter salary data. Most workers in this role earn between $21.25 and $27.69 per hour, depending on experience, location, and employer.

What are some common challenges faced by professionals working in machine shops, and how can they be addressed?

Professionals in machine shops often encounter challenges such as maintaining precision and quality under tight deadlines, adapting to frequent changes in production requirements, and ensuring safety while operating complex machinery. To address these challenges, it's important to stay updated on the latest industry best practices, participate in ongoing training, and communicate effectively with team members and supervisors. Implementing strong safety protocols and regularly maintaining equipment also helps minimize risks and enhances productivity.

What is a machine shop?

Machine shops are specialized facilities equipped with tools and machinery for shaping, cutting, and assembling metal or other materials into precise parts or products. They typically use equipment such as lathes, mills, grinders, and CNC machines to manufacture components for industries like automotive, aerospace, and manufacturing. Skilled machinists and technicians work in these shops to create custom parts based on engineering drawings or specifications. Machine shops can handle anything from prototyping to large-scale production runs and often provide repair and maintenance services for industrial machinery.

What are the key skills and qualifications needed to thrive in a machine shop?

To thrive in a machine shop, you need strong mechanical aptitude, precision measurement skills, and a solid understanding of machining processes, often supported by a technical diploma or relevant experience. Familiarity with CNC machines, CAD/CAM software, and the ability to read blueprints are crucial technical requirements. Attention to detail, problem-solving ability, and a commitment to safety are important soft skills that set top performers apart. These skills and qualities are essential for producing high-quality parts efficiently and maintaining a safe, productive work environment.

What is the difference between Machine Shops vs Machinists?

AspectMachine ShopsMachinists
CredentialsOften no formal certification required; industry experience valuedTypically hold certifications or technical training in machining
Work EnvironmentWorkshops or manufacturing facilities with heavy machineryOperate machines within machine shops or manufacturing plants
Employer & Industry UsageBusinesses providing machining services, manufacturing, repairSkilled workers employed by machine shops or manufacturing firms
Search & Comparison IntentPeople looking for machining services or machine shop jobsIndividuals seeking employment or info about machining roles

Machine shops are facilities that provide machining services, while machinists are skilled workers who operate machinery within these shops. The two are closely related, with machinists working inside machine shops to produce or repair parts. Understanding this distinction helps in finding the right services or job opportunities in the manufacturing industry.

Infographic showing various Machine Shops job openings in Baltimore, MD as of August 2026, with employment types broken down into 85% Full Time, 10% Part Time, 1% Temporary, 2% Contract, and 2% Nights. Highlights an 92% Physical, 1% Hybrid, and 7% Remote job distribution, with an average salary of $54,455 per year, or $26.2 per hour.

Machine Learning Engineer II, Logistics AI

Instacart

Annapolis, MD • On-site

Full-time

Re-posted 22 days ago


Instacart rating

7.1

Company rating: 7.1 out of 10

Based on 31 frontline employees who took The Breakroom Quiz

28th of 64 rated delivery companies


Job description

We're transforming the grocery industry

At Instacart, we invite the world to share love through food because we believe everyone should have access to the food they love and more time to enjoy it together. Where others see a simple need for grocery delivery, we see exciting complexity and endless opportunity to serve the varied needs of our community. We work to deliver an essential service that customers rely on to get their groceries and household goods, while also offering safe and flexible earnings opportunities to Instacart Personal Shoppers.

Instacart has become a lifeline for millions of people, and we’re building the team to help push our shopping cart forward. If you’re ready to do the best work of your life, come join our table.

Instacart is a Flex First team

There’s no one-size fits all approach to how we do our best work. Our employees have the flexibility to choose where they do their best work—whether it’s from home, an office, or your favorite coffee shop—while staying connected and building community through regular in-person events. Learn more about our flexible approach to where we work.

About the Role:

As a Machine Learning Engineer, you will have the opportunity to collaborate closely with senior engineers and product leaders as part of your team. Together, you'll develop and enhance Instacart's marketplace systems. You will use machine learning to devise and refine solutions in crucial areas such as routing optimization, pricing, dispatch, and mapping. You will actively contribute to initiatives, assisting in all stages from the initial concept, through prototyping and experimentation, to final implementation.

About the Team:

The Logistics AI group is responsible for the intelligence and execution behind Instacart’s fulfillment system. The team optimizes a multi-sided marketplace to ensure customers get their orders on-time and in high quality, shoppers get efficient and fulfilling work, and retailers and consumer brands get reasonable business. The team tackles hard problems in a variety of spaces, such as matching, pricing, and geospatial, as well as foundational problems executing on a high throughput system with dynamic data.

About the Job:

  • Design, develop, and deploy machine learning solutions to tackle practical challenges in the marketplace.
  • Collaborate closely with product managers, data scientists, and backend engineers to deeply understand business needs and create impactful ML/AI applications.
  • Actively engage with diverse stakeholders to ensure that solutions are well-integrated and aligned with business goals.
  • Push the envelope on our operational efficiency by continually refining and advancing our algorithms and models.

About You:

Minimum Qualifications:

  • Have a graduate degree (masters or PhD) in artificial intelligence, machine learning, operations research or equivalent self study and experience 
  • Have strong programming skills in Python and fluency in data manipulation (SQL, Pandas) and Machine Learning (scikit-learn, XGBoost, Keras/Tensorflow) tools
  • Have strong analytical skills and problem-solving ability
  • Are a strong communicator who can collaborate with diverse stakeholders across all levels

Preferred Qualifications:

  • Have 1-2 years of industry experience using machine learning to solve real-world problems with large datasets
  • Knowledge of deep learning frameworks and methodologies
  • Experience in applying machine learning and optimization techniques to solve marketplace problems

Instacart provides highly market-competitive compensation and benefits in each location where our employees work. This role is remote and the base pay range for a successful candidate is dependent on their permanent work location. Please review our Flex First remote work policy here.

Offers may vary based on many factors, such as candidate experience and skills required for the role. Additionally, this role is eligible for a new hire equity grant as well as annual refresh grants. Please read more about our benefits offerings here.

For US based candidates, the base pay ranges for a successful candidate are listed below.


What Instacart employees say

Pay

Benefits

Hours and flexibility

Workplace

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About Instacart

Sourced by ZipRecruiter

Instacart, based in San Francisco, CA, US, operates within the retail industry, specifically grocery delivery and pick-up service. It is recognized as a pioneer in this field, delivering fresh groceries from local stores directly to customers' doors. The company, which launched its services in 2012, continues to pioneer change in the online grocery shopping sector through its commitment to cutting-edge technology, new business ideas, and dedicated service.

Industry

Technology, communication and media

Company size

10,000+ Employees

Headquarters location

San Francisco, CA, US

Year founded

2012