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Remote Full Stack Machine Learning Engineer Jobs in Orange, TX

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Remote Full Stack Machine Learning Engineer information

See Orange, TX salary details

$42.2K

$127.7K

$180.5K

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

As of Aug 23, 2026, the average yearly pay for remote full stack machine learning engineer in Orange, TX is $127,720.00, according to ZipRecruiter salary data. Most workers in this role earn between $105,200.00 and $149,700.00 per year, depending on experience, location, and employer.

What is a remote full stack machine learning engineer?

A Remote Full Stack Machine Learning Engineer is a professional who designs, develops, and deploys machine learning solutions while working remotely. They handle both the front-end and back-end aspects of machine learning projects, including data preprocessing, model building, API development, and integration with user interfaces or cloud platforms. This role requires expertise in programming, machine learning frameworks, cloud services, and web technologies, allowing them to build end-to-end AI-driven applications from anywhere in the world.

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

To thrive as a Remote Full Stack Machine Learning Engineer, you need proficiency in programming languages (such as Python or JavaScript), a solid understanding of machine learning algorithms, experience with web development frameworks, and typically a degree in computer science or a related field. Familiarity with tools like TensorFlow, PyTorch, Docker, cloud computing platforms (AWS, GCP), and version control systems (Git) is essential. Strong problem-solving skills, self-motivation, and clear communication are crucial soft skills, especially in remote and cross-functional team environments. These combined skills ensure effective design, deployment, and integration of machine learning solutions in scalable web applications while maintaining productivity in a remote setting.

What are some common challenges faced by remote full stack machine learning engineers, and how can they be addressed?

Remote Full Stack Machine Learning Engineers often encounter challenges such as managing effective collaboration with cross-functional teams and ensuring smooth deployment of machine learning models into production environments. To address these, it's important to establish clear communication channels, regularly participate in virtual stand-ups, and use collaborative platforms such as GitHub and Slack. Additionally, staying organized with version control and thorough documentation helps maintain project transparency and ensures seamless handoffs between backend and frontend development. Proactively seeking feedback and scheduling regular check-ins with team members can further enhance productivity and integration within the team.

What is the difference between Remote Full Stack Machine Learning Engineer vs Remote Data Scientist?

AspectRemote Full Stack Machine Learning EngineerRemote Data Scientist
Primary FocusDeveloping end-to-end machine learning applications, including backend, frontend, and model deploymentAnalyzing data, creating models, and generating insights without necessarily building full applications
Skills RequiredProgramming (Python, JavaScript), ML frameworks, web development, deployment toolsStatistics, data analysis, visualization, Python/R, SQL
Work EnvironmentCollaborates with developers, data engineers, and product teams in tech-driven companiesWorks with data teams, analysts, and business units in various industries

While both roles involve working with data and machine learning, a Remote Full Stack Machine Learning Engineer builds complete applications with integrated ML models, whereas a Remote Data Scientist focuses on data analysis and model creation without necessarily developing full applications.

What cities near Orange, TX are hiring for Remote Full Stack Machine Learning Engineer jobs?

Cities near Orange, TX with the most Remote Full Stack Machine Learning Engineer job openings:

Full-Time Licensed Clinical Social Worker for Innovative Detox Center

Sun Rise Horizon Counseling Services

Port Arthur, TX • On-site, Remote

Full-time

Medical, Dental, Vision, Retirement

Posted 4 days ago


Job description

Position Overview

Sun Rise Horizon Counseling Services is actively seeking a dedicated and passionate Licensed Clinical Social Worker (LCSW) to join our remote team, focusing on outpatient therapy within a detox center setting. This role offers a competitive annual salary ranging from USD 90,000 to 105,000, complemented by a range of benefits and opportunities for professional growth.

About the Organization

At Sun Rise Horizon Counseling Services, we are driven by a bold vision that seeks to redefine healthcare delivery. Our mission is rooted in the belief that everyone deserves access to exceptional mental health services and holistic care. We prioritize compassion, excellence, leadership, innovation, and agility within our organizational culture. Our team members are empowered to drive positive change, enabling us to better serve our patients, families, and broader community. To facilitate your professional journey, we provide continuous learning opportunities and a supportive work environment that promotes work/life balance.

Work Environment

Our work setting is primarily remote, allowing for flexibility while being part of a dynamic detox center that fosters collaboration among multidisciplinary teams. Although the role is largely home-based, our climate-controlled facility encourages daily movement and interaction with healthcare providers and support staff. We value a collegiate atmosphere, ensuring our employees enjoy modern workspaces equipped with the latest technology.

Key Responsibilities

As a Licensed Clinical Social Worker, you will take on various critical responsibilities, including:

  • Conduct comprehensive assessments and develop individualized treatment plans for patients, utilizing evidence-based frameworks to assess and monitor mental health challenges.
  • Maintain accurate and timely treatment records, integrating contemporary technologies to ensure compliance with regulations and department protocols.
  • Provide ongoing evaluations and adjust treatment strategies as needed to promote effective patient outcomes and support their mental health journey.
  • Engage in collaborative care by working alongside patients, their families, and fellow clinicians to establish actionable goals that consider cultural diversity and individual patient needs.
  • Facilitate referrals and coordinate care among interdisciplinary teams while fostering relationships with external referral agencies.
  • Offer educational support and mentorship to interns, residents, and volunteers, nurturing the next generation of healthcare professionals.
Patient Population / Client Focus

Our primary focus involves providing therapeutic support to individuals and families confronting the emotional challenges associated with cancer diagnoses and detoxification processes. We aim to create an inclusive environment that embraces diverse backgrounds, ensuring each patient's unique experiences and cultural values inform their care.

Qualifications

The ideal candidate will possess the following qualifications:

  • A Master’s degree in Social Work from an accredited institution.
  • A current State License as a Licensed Clinical Social Worker (LCSW).
Preferred Experience

We encourage candidates with the following experiences to apply:

  • Previous experience in oncology or mental health settings.
  • Attainment of additional certifications that demonstrate a commitment to ongoing professional development.
  • Experience working in a detox or addiction recovery context, offering unique insights into patient needs.
Compensation and Benefits

Alongside a competitive salary, you will enjoy a comprehensive benefits package that includes:

  • A signing bonus.
  • Flexible scheduling options accommodating work-life integration.
  • A full suite of health benefits, including medical, dental, and vision insurance.
  • 401(k) plan with employer matching.
  • Paid parental leave and holidays.
  • Access to Employee Assistance Programs (EAP) and mental health resources.
  • Opportunities for additional compensation through collaboration with mid-level providers.
Career Growth Opportunities

Sun Rise Horizon Counseling Services is committed to nurturing your professional development. We provide pathways for advancement within our organization, offering leadership training and opportunities to engage in peer mentorship, chart audits, and collaborative team reviews.

Why Join Our Team

Joining our team means being part of an organization that is genuinely transforming the mental health landscape. You will have the opportunity to impact lives positively while working in a supportive, innovative environment. Our commitment to excellence, leadership, and patient-centric care will inspire you as we work together to achieve common goals.

Application Information

If you are ready to take your career to the next level and be a part of a forward-thinking healthcare provider, we encourage you to apply now. Please submit your resume and a cover letter outlining your experience and passion for mental health to explore this exciting opportunity at Sun Rise Horizon Counseling Services.