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Machine Learning Engineer Jobs in Toms River, NJ

Platform Engineers are well versed in modern data, infrastructure and integration platforms ... machinery in a manufacturing environment. • Helps conduct regular D365 platform checkups and ...

Lead Substation Engineer 2 - Grid

Hamilton, NJ · Hybrid

$99K - $130K/yr

Develop your career via peer-learning through sharing of knowledge with other experienced engineers by way of Sargent & Lundy's systems of process and associated "Communities of Practice." * Provide ...

Lead Substation Engineer 1 - Grid

Hamilton, NJ · Hybrid

$99K - $130K/yr

Develop your career via peer-learning through sharing of knowledge with other experienced engineers by way of Sargent & Lundy's systems of process and associated "Communities of Practice." * Provide ...

Lead Substation Engineer 2 - Grid

Hamilton, NJ · Hybrid

$99K - $130K/yr

Develop your career via peer-learning through sharing of knowledge with other experienced engineers by way of Sargent & Lundy's systems of process and associated "Communities of Practice." * Provide ...

Lead Substation Engineer 2 - Grid

Hamilton, NJ · Hybrid

$99K - $130K/yr

Develop your career via peer-learning through sharing of knowledge with other experienced engineers by way of Sargent & Lundy's systems of process and associated "Communities of Practice." * Provide ...

GENERAL ENGINEER

Lakehurst, NJ · On-site +1

$125K - $163K/yr

You will serve as lead engineer in many phases of major programs and provide detailed guidance to ... Learning (CL) points, are required within established timeframes. * This position may require ...

GENERAL ENGINEER

Lakehurst, NJ · On-site +1

$105K - $137K/yr

Summary You will serve as a GENERAL ENGINEER in the Flight Safe and QA Engineering Branch (BL41600 ... Learning (CL) points, are required within established timeframes. * This position may require ...

AI Sales Specialist

Ewing, NJ · On-site

$360K - $400K/yr

Stay informed about the latest trends and developments in AI and machine learning technologies ... Work closely with Core Sales, Marketing, Presales, Engineering and Customer Success teams to ensure ...

AI Sales Specialist

Ewing, NJ · On-site

$360K - $400K/yr

Stay informed about the latest trends and developments in AI and machine learning technologies ... Work closely with Core Sales, Marketing, Presales, Engineering and Customer Success teams to ensure ...

Identify opportunities to improve productivity through machine learning, predictive analytics, and ... Engineering) * 8-12+ years of demonstrated experience in digital B2B marketing with leadership ...

Senior Software Engineer

Holmdel, NJ · On-site

$100 - $130/hr

The Senior Software Engineer operates as a senior/lead team member of a team, assisting assigned ... Interest in learning new tools, languages, workflows, and philosophies * Professional ...

Showing results 41-60

Machine Learning Engineer information

See Toms River, NJ salary details

$31.8K

$130.1K

$195.5K

How much do machine learning engineer jobs pay per year?

As of Aug 10, 2026, the average yearly pay for machine learning engineer in Toms River, NJ is $130,103.00, according to ZipRecruiter salary data. Most workers in this role earn between $102,600.00 and $156,600.00 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 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 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 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.

What cities near Toms River, NJ are hiring for Machine Learning Engineer jobs? Cities near Toms River, NJ with the most Machine Learning Engineer job openings:
Infographic showing various Machine Learning Engineer job openings in Toms River, NJ as of August 2026, with employment types broken down into 78% Full Time, and 22% Contract. Highlights an 100% In-person job distribution, with an average salary of $130,103 per year, or $62.5 per hour.

Controls Engineer - Manufacturing

Costco

Monroe, NJ • On-site

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 16 days ago


Costco rating

8.1

Company rating: 8.1 out of 10

Based on 1,918 frontline employees who took The Breakroom Quiz

2nd of 39 rated national retailers


Job description

Position Summary
Platform Engineers translate high level platform design into low level technical design and are responsible for implementing, administering, supporting and patching their corresponding platforms. Platform Engineers work closely with Solution Architects to enable the capabilities defined on roadmaps and blueprints supporting platform programs and initiatives. Platform Engineers are well versed in modern data, infrastructure and integration platforms, industry/technology best practices and actively work on improving the reliability and scalability of infrastructure.
The Platform Engineer is responsible for assisting with development, configuration, testing and operations of the Packaging D365 Finance & Operations (F&O) environments. This role provides guidance along with ensuring alignment between business solutions and systems architecture. This includes being a primary liaison and point of coordination with horizontal infrastructure and cloud teams providing foundation technology and services in support of the environments. This Platform Engineer role will be responsible for helping to document, design, and develop the D365 capabilities and integrations, ensuring that security, configuration and management is hardened into all of these components.
ROLE
• Collaborates with delivery pods and Architects to improve production deployments, platform operations, and environment stability.
• Works closely with Corp IT Manufacturing Team to Manage the D365 F&O platform on an ongoing basis while performing typical run functions like monitoring, patching and support.
• Controls and monitors industrial machinery in a manufacturing environment.
• Helps conduct regular D365 platform checkups and report inefficiencies to relevant business and technology stakeholders.
• Monitors maintenance and operation of various HMI and SCADA systems.
• Manages networking and firewalling of various components, systems, and segments to optimize and protect critical operations.
• Oversees enforcement of NEC, OSHA, and ISO safety standards.
• Supports proactive scanning, and vulnerability mitigation of OT system components working in collaboration with IT operators (infosec, networking, compliance, etc).
• Deploys automated processes and equipment into production.
• Follows and maintains Security Best Practices, procedures and compliance.
• Works closely with Operations, Maintenance, and Technical Service team members by providing control system optimization, troubleshooting, and technical support.
• Understands common OT communications protocols such as Ethernet, ControlNet, and MODBUS.
• Stays updated on the latest in control system technologies, applying new tools and techniques to keep our operations running efficiently.
• Reduces repeat downtime issues on systems and assists operators with troubleshooting equipment issues.
• Assesses technical components, translates high level design into low level technical design and executes updates based on SLAs.
• Manages the platform on an ongoing basis while performing typical run functions like monitoring, patching and support.
• Collaborates Leads and/or conducts code reviews, design reviews, testing, and debugging activities at the application or OT network level.
• Develops and instruments monitoring dashboards depicting platform health and performance.
• Performs analysis on existing platform components to identify improvements to software development processes.
• Configures and maintains physical and virtual network infrastructure, such as routers, switches, firewalls, and load balancers (OT Network).
• Implements and configures OT network security products, including stateful and next-generation firewalls.
• Supports new initiatives and solutions in our packaging plant environments.
• Collaborates with Network Support and other Network Engineering teams to resolve problems and documents root cause analysis.
• Remediates platform issues and bottlenecks impacting software development activities.
• Participates in the creation of documentation and artifacts used to describe the mechanisms used for deployment, monitoring and maintenance.
• Plans and implements arrangements for Disaster Recovery and conducts related testing of recovery procedures.
• Delivers against business objectives by effectively managing and partnering with technology vendors.
• Conducts research and makes recommendations on standards, products, and services.
• Collaborates on test cases related to supporting the implementation of platform development work.
• Ensures application and infrastructure architectural solutions are stable, secure, and compliant with company standards and practices as well as regulatory requirements.
• Implements and maintains system configurations and baselines to support secure application development software control best practices and standards.
• Implements service monitoring across all platforms to ensure continuous availability and operational continuity of critical systems.
• Identifies and resolves problems, often anticipating issues before they occur or before they grow; develops and evaluates options, implements solutions, communicates results to ensure corrective and timely action is taken, and manages incident resolution to ensure all components work together.
• Recommends and follows security management practices, including the ongoing promotion of awareness on current threats, auditing of server logs, and other security management processes.
• Participates in DevOps, Agile, and continuous integration frameworks.
• Evaluates and documents all operating systems according to required standards.
REQUIRED
• Bachelor's Degree in Engineering or 6+ years of IT experience with at least 3 years' in product implementation and hands-on technical activities within enterprise environments.
• Working knowledge of monitoring/logging and dashboarding tools.
• Working knowledge of cloud services and Windows operating systems, shell scripting, package management systems, and other utilities.
• Experience with D365 F&O implementations.
• Experience with IaaS, PaaS, and Cloud solutions.
• Knowledge of electrical safety procedures.
• Knowledge of industrial networks, virtual machines, thin clients, cybersecurity.
• Understanding of control systems and software development life-cycle, including coding standards, code reviews, source control management, build processes, testing, and operations experience.
• Excellent written and verbal communication skills, including excellent customer service skills. Ability to present complex ideas and designs to a variety of technical or non-technical stakeholders and all levels of management.
• Demonstrates strong organizational qualities; meticulous and detail oriented.
• Positive attitude with good interpersonal skills, a team player; able to work cooperatively with others, sharing ideas and collaborating to obtain team goals.
• Ability to adjust positively to change in direction or assignments; ability to work in a fast paced and dynamic team environment.
• Able to work well under stress and handle crisis situations professionally while engaging all levels of the Costco organization.
• Good problem solving, analytical, and troubleshooting skills.
• Extremely responsive with a strong sense of urgency.
• Responsible, conscientious, self-motivated, and able to work with limited supervision.
• Scheduling flexibility to meet the needs of the business, including evenings, weekends, and 24x7 on-call responsibilities as needed.
Recommended
• Experience with PLCs and HMIs.
• Experience programming Inductive Automation Ignition SCADA systems.
• Experience with industrial data and control interfaces.
• Hands-on experience in designing, developing, implementing, and supporting PLC-based control systems.
• Training and Certification in Cisco Network, Juniper Networks, and/or Arista Network.
• Training and Certification in ICS/OT cyber security
• Experience conducting Root Cause Corrective Analysis.
• Prior experience with routing and switching.
• General knowledge of wireless networking.
• Proficient in Google Workspace applications, including Sheets, Docs, Slides, and Gmail.
Required Documents
• Cover Letter
• Resume
California applicants, please click here to review the Costco Applicant Privacy Notice.
Pay Ranges:
Level 1 - $85,000 - $110,000
Level 2 - $105,000 - $135,000
Level 3 - $130,000 - $160,000
We offer a comprehensive package of benefits including paid time off, health benefits - medical/dental/vision/hearing aid/pharmacy/behavioral health/employee assistance, health care reimbursement account, dependent care assistance plan, short-term disability and long-term disability insurance, AD&D insurance, life insurance, 401(k), stock purchase plan to eligible employees.
Costco is committed to a diverse and inclusive workplace. Costco is an equal opportunity employer. Qualified applicants will receive consideration for employment without regard of race, national origin, gender, gender identity, sexual orientation, protected veteran status, disability, age, or any other legally protected status. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to IT-Recruiting@costco.com
If hired, you will be required to provide proof of authorization to work in the United States. In some cases, applicants and employees for selected positions will not be sponsored for work authorization, including, but not limited to H1-B visas.

What Costco employees say

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About Costco

Sourced by ZipRecruiter

Costco is a membership warehouse club, dedicated to bringing our members the best possible prices on quality brand-name merchandise. With more than 800 locations worldwide, Costco provides a wide selection of merchandise, plus the convenience of specialty departments and exclusive member services, all designed to make your shopping experience a pleasurable one. Today, as the company evolves, it stays true to the qualities that helped attract and retain millions of loyal members around the globe: Commitment to quality. Costco warehouses carry about 4,000 SKUs (stock keeping units) compared to the 30,000 found at most supermarkets. By carefully choosing products based on quality, price, brand, and features, the company can offer the best value to members.

Industry

Retail

Company size

10,000+ Employees

Headquarters location

Issaquah, WA, US

Year founded

1983