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Remote Machine Learning Engineer Jobs in Middletown, NY

Motorola

Software Application Specialist

Florida, NY · Remote

$92K - $119K/yr

This is a remote position with approximately 50% travel. Qualified candidates can reside anywhere ... Design, develop, and deliver training curriculum, learning aids, and other instructional materials ...

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All JobsMachine Learning Engineer JobsRemote Machine Learning Engineer JobsRemote Machine Learning Engineer Jobs in Middletown, NY

Remote Machine Learning Engineer information

See Middletown, NY salary details

$31.6K

$129.3K

$194.4K

How much do remote machine learning engineer jobs pay per year?

As of Aug 21, 2026, the average yearly pay for remote machine learning engineer in Middletown, NY is $129,339.00, according to ZipRecruiter salary data. Most workers in this role earn between $101,900.00 and $155,700.00 per year, depending on experience, location, and employer.

What is a remote machine learning engineer?

A Remote Machine Learning Engineer designs, develops, and deploys machine learning models while working from a remote location. They preprocess data, train and optimize models, and integrate them into production systems. Their role often involves collaborating with data scientists, software engineers, and stakeholders to solve complex problems using AI. Strong programming skills in Python, experience with ML frameworks like TensorFlow or PyTorch, and cloud computing knowledge are essential. Remote ML engineers must also communicate effectively and manage their time efficiently to work asynchronously with teams.

What are the key skills and qualifications needed to thrive as a remote machine learning engineer?

To thrive as a Remote Machine Learning Engineer, you need a strong background in computer science, mathematics, and experience with machine learning algorithms, typically supported by a relevant degree and prior project work. Proficiency with programming languages like Python, machine learning frameworks such as TensorFlow or PyTorch, and familiarity with cloud computing platforms is crucial, and certifications like AWS Certified Machine Learning can enhance your profile. Excellent communication, self-motivation, and time-management skills are also essential for collaborating across remote teams and meeting project goals. These combined technical and soft skills are vital for developing effective machine learning solutions while ensuring productivity and collaboration in a virtual work environment.

What are some typical challenges faced by remote machine learning engineers, and how are they addressed?

Remote Machine Learning Engineers often face challenges such as coordinating across different time zones, ensuring smooth communication with team members, and accessing large datasets or secure environments remotely. Organizations commonly address these by using robust collaboration tools (like Slack, GitHub, and Jira), establishing clear documentation, and setting regular virtual meetings to maintain alignment. Many companies also provide secure remote environments or VPN access for handling sensitive data and code. Proactive communication and organized workflows help mitigate these challenges, enabling engineers to remain productive and connected to their teams.

Are remote machine learning engineers still in demand?

Remote machine learning engineers are currently in high demand due to the growth of AI and data-driven technologies across industries. Skills in programming, data analysis, and familiarity with tools like Python, TensorFlow, or PyTorch are highly sought after, and many companies continue to hire for remote roles in this field.

Can remote machine learning engineers work remotely?

Yes, remote machine learning engineers can work remotely, as many companies offer flexible work arrangements for this role. The position typically involves tasks such as data analysis, model development, and collaboration through online tools, making remote work feasible with strong communication skills and proficiency in programming languages like Python or frameworks like TensorFlow. However, some roles may require occasional on-site meetings or access to specialized hardware.

What cities near Middletown, NY are hiring for Remote Machine Learning Engineer jobs?

Cities near Middletown, NY with the most Remote Machine Learning Engineer job openings:

Remote Machine Learning Engineer jobs near you
Infographic showing various Remote Machine Learning Engineer job openings in Middletown, NY as of August 2026, with employment types broken down into 1% As Needed, 75% Full Time, 23% Part Time, and 1% Contract. Highlights an 87% Physical, 2% Hybrid, and 11% Remote job distribution, with an average salary of $129,339 per year, or $62.2 per hour.

Regional Technical Manager - Refrigeration

Armacell

Florida, NY • Remote

$100K - $130K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 18 days ago

Job description

Armacell provides numerous and diverse career opportunities. Add your talent to ours and make a difference around the world!

The year 1954 marked a significant milestone in thermal insulation history. Armstrong's R&D Project Number 54013, developed by three innovators, evolved into ArmaFlex, the world's first flexible, closed-cell elastomeric foam for equipment insulation. This product revolutionized the insulation industry. Today, 70 years later, ArmaFlex continues to be a pillar of Armacell's success.

The Regional Technical Manager - Refrigeration is responsible for implementing the long-term upstream sales strategy in the assigned territories through insulation technical leadership and driving insulation product specification and penetration. The Regional Technical Manager will establish a customer base of mechanical engineers, specifiers, owners, and key stakeholders to develop new opportunities and capture market share to ensure commercial business achievement within the focused industry of Refrigeration. This focus includes targeting supermarket chains and other key drivers of refrigerated business. Other responsibilities include becoming an insulation technical expert for insulation users throughout the assigned territories, providing advice to optimize system performance, and knowledge on Code compliance. Position is remote based, preferably in the Southeast.

What Armacell can offer you

  • Healthcare benefits including medical & prescription drug coverage, dental, vision, and mental health & wellbeing.

  • Financial programs such as 401(k), life insurance, short & long- term disability coverage, and opportunities for performance-based salary incentive programs.

  • Generous paid time off including 12 holidays and 120 hours of PTO.

  • Training and educational resources on our personalized learning management system.

  • Giving & volunteer opportunities, and discounts on retail products, services & experiences.

Job Responsibilities

  • Expand product knowledge, solution implementation, and market share within commercial refrigeration market.

  • Provide technical expertise for product, application, Code, and other topics from insulation users throughout the region.

  • Educate customers on Armacell offerings, highlights and benefits through demonstrations and presentations.

  • Translate market and customer needs into technical requirements for use by the Marketing department.

  • Contributor of competitive market intelligence regarding performance of alternate materials as well as competitive activities.

  • Responsible for conducting technical applications training programs including reviews and revision of these as directed to certify the contractors and supervisors on job sites

  • Attends project site visits to assist clients with project delivery e.g. applications training, demonstrations, advice/guidance

Requirements and Qualifications

  • Bachelor's Degree in technical field or related field required.

  • Minimum of 3-5 years of territory experience in HVAC, plumbing, construction, equipment industries with a familiarity of the refrigeration industry preferred.

  • Expert knowledge on bid/specification process for commercial, HVAC, plumbing, refrigeration, and industrial markets.

  • The ability to read mechanical drawings to identify application and equipment for products.

  • The ability to travel up to 65%.

  • Excellent written, oral and presentation skills.

  • Proficient in Microsoft Office (Word, PowerPoint, Excel) and Salesforce.com, or similar Customer Relationship Management (CRM) platform.

The expected compensation range for this role is $100,000.00 -$130,000.00.

The compensation range and benefits for this position are based on a full-time schedule for a full calendar year. The salary will vary depending on your job-related skills, experience, and location. Pay increment and frequency of pay will be in accordance with employment classification and applicable laws. For part time roles, your compensation and benefits will be adjusted to reflect your hours. Benefits may be pro-rated for those who start working during the calendar year.

Armacell does not accept unsolicited resumes from individual recruiters or third-party recruiting agencies in response to job postings. No fee will be paid to third parties who submit unsolicited candidates directly to our hiring managers or HR team. In order to provide the best experience for all stakeholders, we limit the number of agencies and recruiting vendors we partner with. If you would like to be considered for a particular search or added to our approved agency list, please complete and submit this form: https://forms.office.com/e/WScRhdkues

More About Us

Armacell's products significantly contribute to global energy efficiency making a difference around the world every day. With more than 3,300 employees and 25 production plants in 19 countries, the company operates two main businesses, Advanced Insulation and Engineered Foams, and generated net sales of EUR 836 million and adjusted EBITDA of EUR 155 million in 2023. Armacell focuses on insulation materials for technical equipment, high-performance foams for high-tech and lightweight applications and next generation aerogel blanket technology. For more information, please visit: www.armacell.com.

We look forward to receiving your application. If you want to discover more about Armacell, take another look at our websitewww.armacell.com.

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