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Remote Deep Learning Engineer Jobs in Maryland (NOW HIRING)

Impruvon

Senior Software Engineer

Baltimore, MD · On-site +1

$140K - $160K/yr

Remote - USA Reporting To: Principal Engineer (Head of Engineering) Compensation: $140,000 - $160 ... Deep proficiency in Ruby on Rails; you understand the framework's nuances and know how to build ...

Moore

Lead Agentic AI Engineer - Remote US

Lanham, MD · Remote

$165K - $175K/yr

Deep Python chops. Comfortable across the modern AI stack: LLM APIs, retrieval systems, vector ... engineering, with meaningful time building AI/ML or agentic systems * Location: Remote (US)

Motorola

You will apply deep technical and compliance expertise to evaluate, advise, and guide clients ... Utilize expertise in security engineering, secure architecture design, system and network security ...

Motorola

Senior DevOps Engineer (US REMOTE)

Beltsville, MD · Remote

$140K - $170K/yr

... s Full-Stack Engineer with expertise in IaC (Terraform), Helm, MySQL, Kubernetes, and CI/CD ... Experience with AI/machine learning technologies is strongly preferred. * Familiarity with TCP/IP ...

Manulife

Data Engineer

California, MD · On-site +1

$137K/yr

This position is eligible for fully remote work from any location in the United States. Minimum ... learning and predictive modeling experience. 9) 3 years of experience with monitoring tools ...

VMD Corp

Software Engineer - TS/SCI

Bethesda, MD · On-site +1

The percentage of remote work will vary based on client requirements/deliverables. Specifically, we ... Familiarity DGX (Deep GPU Xceleration) * Active Security+ certification and ability to obtain ...

Leidos

Sr. Software Engineer

Bethesda, MD · On-site +1

$131K - $172K/yr

The percentage of remote work will vary based on client requirements/deliverables. Specifically, we ... Familiarity DGX (Deep GPU Xceleration) * Active Security+ certification and ability to obtain ...

Under Armour

Sr. Data Analytics Engineer

Baltimore, MD · On-site +1

$125K - $165K/yr

Deep expertise in data modeling, ELT design, and enterprise data architecture. * Proven ability to ... Location: Remote (East Coast strongly preferred to optimize collaboration with HQ and cross ...

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Showing results 41-60

All JobsDeep Learning Engineer JobsRemote Deep Learning Engineer JobsRemote Deep Learning Engineer Jobs in Maryland

Remote Deep Learning Engineer information

See Maryland salary details

$10.7K

$81.4K

$135.9K

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

As of Aug 16, 2026, the average yearly pay for remote deep learning engineer in Maryland is $81,414.00, according to ZipRecruiter salary data. Most workers in this role earn between $69,900.00 and $134,900.00 per year, depending on experience, location, and employer.

How do remote deep learning engineers typically collaborate with cross-functional teams despite working remotely?

Remote Deep Learning Engineers frequently collaborate with data scientists, product managers, and software engineers using digital tools such as Slack, Zoom, and collaborative code platforms like GitHub. Regular virtual meetings and sprint planning sessions help ensure alignment on project goals and milestones. Clear documentation and asynchronous communication are crucial for effective teamwork, especially when team members are in different time zones. This collaborative structure enables remote engineers to contribute meaningfully to model development, deployment, and integration while maintaining flexibility.

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

To thrive as a Remote Deep Learning Engineer, you need a strong background in machine learning, deep learning frameworks, and programming languages like Python, usually supported by a degree in computer science or a related field. Familiarity with tools such as TensorFlow, PyTorch, cloud platforms (e.g., AWS, GCP), and version control systems is typically required, with certifications in AI or cloud technologies being advantageous. Excellent problem-solving, communication, and self-management skills make candidates stand out in remote environments. These skills and qualities are essential for developing effective AI solutions, collaborating across distributed teams, and driving innovation in the fast-evolving field of deep learning.

What is the difference between Remote Deep Learning Engineer vs Remote Machine Learning Engineer?

AspectRemote Deep Learning EngineerRemote Machine Learning Engineer
Required CredentialsBachelor's/Master's in CS, AI, or related; experience with deep learning frameworksBachelor's/Master's in CS, Data Science, or related; experience with ML algorithms
Work EnvironmentResearch and development, model training, neural network designData analysis, model deployment, algorithm development
Employer & Industry UsageTech companies, AI startups, research institutionsTech firms, finance, healthcare, e-commerce

Remote Deep Learning Engineers focus on designing and training neural networks for complex AI tasks, while Remote Machine Learning Engineers work on broader ML models and algorithms. Both roles require strong programming skills and knowledge of machine learning frameworks, but Deep Learning Engineers specialize in neural networks and large-scale data processing.

What is a remote deep learning engineer?

A Remote Deep Learning Engineer is a professional who works primarily online to design, develop, and implement deep learning models and algorithms. These engineers use neural networks and large datasets to solve complex problems in fields like computer vision, natural language processing, and more. Working remotely, they collaborate with team members via digital tools, write code, optimize models, and often deploy solutions to cloud environments. This role requires strong programming skills, experience with deep learning frameworks (like TensorFlow or PyTorch), and the ability to work independently in a distributed team setting.

What are popular job titles related to Remote Deep Learning Engineer jobs in Maryland?

For Remote Deep Learning Engineer jobs in Maryland, the most frequently searched job titles are:

What job categories do people searching Remote Deep Learning Engineer jobs in Maryland look for?

The top searched job categories for Remote Deep Learning Engineer jobs in Maryland are:

What cities in Maryland are hiring for Remote Deep Learning Engineer jobs?

Cities in Maryland with the most Remote Deep Learning Engineer job openings:

Remote Deep Learning Engineer jobs near you
Infographic showing various Remote Deep Learning Engineer job openings in Maryland as of July 2026, with employment types broken down into 74% Full Time, 24% Part Time, and 2% Contract. Highlights an 72% Physical, 3% Hybrid, and 25% Remote job distribution, with an average salary of $81,414 per year, or $39.1 per hour.

Senior Software Engineer

Impruvon

Baltimore, MD • On-site, Remote

$140K - $160K/yr

Full-time

Medical, Dental, Vision, Life, Retirement, PTO

Re-posted 3 days ago

Job description

Senior Software Engineer
Department: Engineering
Employment Type: Full Time
Location: Remote - USA
Reporting To: Principal Engineer (Head of Engineering)
Compensation: $140,000 - $160,000 / year
Description
Impruvon builds software and connected hardware that transforms how care teams manage medications for vulnerable populations. Our platform replaces manual, error-prone workflows with real-time, guided systems that improve safety, reduce risk, and simplify compliance across residential care settings.
We support providers across 20+ states, including intellectual and developmental disabilities (IDD) providers, assisted living operators, and behavioral health programs. Our platform includes a full electronic Medication Administration Record (eMAR) and administrative dashboard, smart connected MedBoxes that control and track medication access, emergency kits for urgent situations, and tools that help residents build independence with self-medication. Our solution has been proven to reduce medication errors by approximately 48%, directly impacting the safety of individuals in care facilities.
We are a high-growth, mission-driven startup solving complex, high-impact problems where reliability, usability, and security matter.
About the RoleWe are seeking a Senior Software Engineer to join our team as a high-ownership, product-minded contributor. In this role, you will take end-to-end responsibility for key features and platform components within our full-stack ecosystem: Ruby on Rails (backend), React (web), and Flutter (mobile). We are looking for a pragmatic engineer who doesn't just implement tickets but actively shapes the product experience by understanding user needs and engineering tradeoffs. You will own your work from architectural design through to production deployment, ensuring the reliability and performance of systems that directly impact individual care. If you thrive in high-growth, mission-driven environments and are eager to tackle complex engineering challenges while maintaining a high technical bar, this role is for you.
Key Responsibilities
  • Build and maintain features across our full stack (Ruby on Rails, React, Flutter), taking end-to-end ownership from initial design through production.
  • Act as a product-minded partner, translating complex user needs-often in early or ambiguous stages-into intuitive, technically sound solutions.
  • Operate with high autonomy, driving architectural decisions and navigating ambiguity to solve impactful engineering challenges.
  • Elevate our engineering culture by setting high standards, mentoring teammates, and simplifying processes to help the team move faster as we scale.
  • Proactively balance feature velocity with long-term system health by identifying and addressing technical debt before it becomes a bottleneck.
  • Prioritize pragmatic simplicity, ensuring we build only what is necessary to validate assumptions and deliver value, while resisting complexity that hinders agility.
  • Ensure the reliability and performance of our critical systems by taking ownership of production issues and implementing sustainable fixes.

Skills, Knowledge, and Experience
Requirements
  • Seniority & Ownership: 5+ years of software engineering experience with a proven track record of owning features from conception to production deployment.
  • Product-First Mindset: You treat code as a tool to solve user problems. You are comfortable questioning requirements, identifying gaps in user stories, and advocating for the best technical solution.
  • Backend Expertise: Deep proficiency in Ruby on Rails; you understand the framework's nuances and know how to build, maintain, and scale robust backend systems.
  • Technical Rigor: Deep understanding of relational database design, query optimization, and architectural trade-offs. You prioritize maintainability and security (e.g., HIPAA/SOC 2 compliance) in every decision.
  • Communication: Excellent written and verbal communication skills. In a remote-first team, your ability to document decisions and communicate asynchronously is as critical as your coding skills.
  • Adaptability: Experience working in fast-paced startup environments where requirements evolve and ambiguity is the norm.

Nice to Have
  • Mission-Critical Systems: Prior experience building software where reliability is paramount (e.g., healthcare, fintech, or life-safety applications).
  • Full-Stack Depth: Direct experience with our frontend stack (React, Flutter).
  • Cloud Infrastructure: Hands-on experience with AWS (ECS, RDS, S3) and modern DevOps practices that allow small teams to move fast.
  • Physical/Digital Intersection: Experience working with hardware-connected software (IoT) or building applications that handle intermittent/offline connectivity.

What Success Looks Like
  • First 30 Days: You have immersed yourself in our product and codebase, established strong working relationships across the team, and shipped your first impactful feature to production.
  • First 60 Days: You are independently leading feature work, actively collaborating on product requirements to ensure we're building the right solutions, and identifying high-leverage opportunities to pay down technical debt or improve system reliability.
  • First 90 Days: You have become a force multiplier for the team. You are operating with full autonomy, championing technical standards, proactively surfacing risks before they manifest, and helping elevate our engineering culture through mentorship and best practices.

Benefits
At Impruvon, we know our people are our greatest asset. We provide a benefits package designed to support your well-being and growth, including:
  • Competitive compensation aligned with experience
  • 100% company-paid medical coverage (base plan)
  • Dental & vision available
  • 401(k) retirement plan
  • Company-paid life, AD&D, STD & LTD insurance
  • Lifestyle Spending Account (wellness, personal use, and company swag)
  • Flexible PTO + company holidays
  • Flexible, remote-friendly work environment
  • Mission-driven work with real impact on vulnerable populations

Why Join Us
Working at Impruvon means being part of a mission-driven, passionate, and collaborative team. Every role contributes to improving lives and reducing risks in care settings across the country. Your expertise will help ensure we can continue to innovate, grow, and deliver on our promise of safer, smarter care.

Apply