AI/ML Engineer

Provation Medical, Inc.; United States; Remote; USD 100,000 - 187,000; Full time

Job summary

Join a forward-thinking company as an AI/ML Engineer and lead the charge in developing innovative AI-driven solutions for healthcare. This role offers the opportunity to design, build, and optimize scalable machine learning models that enhance product offerings. You will collaborate with cross-functional teams to implement best practices in AI/ML, ensuring compliance with ethical standards and regulations. With a commitment to continuous improvement, you will also manage data pipelines and MLOps workflows, making a significant impact on patient care through technology. If you are passionate about AI and want to contribute to meaningful healthcare solutions, this is the perfect opportunity for you.

Qualifications

• Experience in developing scalable machine learning models and AI solutions.
• Proficient in Python and ML frameworks like TensorFlow and PyTorch.

Responsibilities

• Design and deploy scalable AI solutions for healthcare products.
• Collaborate with teams to integrate AI models and ensure compliance.

Skills

Python

Machine Learning

Deep Learning

NLP

Computer Vision

Data Structures

AI Ethics

Education

Bachelor's degree in Computer Science

Master's degree in Artificial Intelligence

Tools

TensorFlow

PyTorch

Scikit-learn

Azure ML

Docker

Kubernetes

MLflow

Job description

At Provation, AI and machine learning are at the core of our innovation and success. We are seeking an experienced AI/ML Engineer who will lead efforts to design, build, and maintain cutting-edge AI-driven solutions that enhance Provation’s products. The AI/ML Engineer will be responsible for developing scalable machine learning models, optimizing AI architectures, and ensuring seamless integration of AI solutions across various business functions.

Duties & Responsibilities:

1. Design, develop, and deploy scalable machine learning models and AI solutions for Provation’s products.
2. Implement best practices in AI/ML model development, including data preprocessing, feature engineering, model training, and optimization.
3. Work closely with Product Management, Data Science, and Engineering to evaluate, develop, and maintain innovative AI-powered solutions.
4. Manage and scale data pipelines to support AI/ML workflows, ensuring efficient data availability for training and inference.
5. Research and implement state-of-the-art AI/ML techniques, including deep learning, NLP, computer vision, and generative AI.
6. Develop and manage MLOps workflows, ensuring model monitoring, retraining, and governance in production.
7. Collaborate with DevOps and software engineering teams to deploy AI models in cloud environments including integration of AI/ML models with .NET microservices and Kubernetes.
8. Ensure compliance with security, ethical AI, and regulatory requirements (e.g., HIPAA, GDPR) when working with sensitive data.
9. Develop and implement methods to measure the accuracy and effectiveness of AI solutions, ensuring continuous improvement and adherence to performance standards.
10. Participate in Agile development processes, including daily stand-ups, sprint planning, and code reviews.

Job Requirements:

Education & Experience

1. Bachelor’s or Master’s degree in Computer Science, Artificial Intelligence, Machine Learning, or a related field, or equivalent experience.
2. Proven experience as an AI/ML Engineer, Data Scientist, or related role with a strong focus on developing AI/ML-driven solutions.
3. Strong proficiency in Python and experience with ML frameworks such as TensorFlow, PyTorch, or Scikit-learn.
4. Experience with generative AI and large language models (LLMs), including their development, deployment, and optimization.
5. Hands-on experience in building and optimizing deep learning models for NLP, computer vision, or time-series forecasting.
6. Experience working with cloud-based AI/ML platforms (Azure ML, Azure AI Foundry).
7. Solid understanding of data structures, algorithms, and distributed computing.
8. Knowledge of MLOps principles and experience with tools such as MLflow, Kubeflow, or Airflow.
9. Experience with C# and .NET.
10. Experience deploying AI/ML models in containerized environments (Docker, Kubernetes) is a plus.
11. Strong understanding of AI ethics, data privacy, and security considerations.

Fortive Corporation Overview

Fortive’s essential technology makes the world stronger, safer, and smarter. We accelerate transformation across a broad range of applications including environmental, health and safety compliance, industrial condition monitoring, next-generation product design, and healthcare safety solutions.

We are a global industrial technology innovator with a startup spirit. Our forward-looking companies lead the way in software-powered workflow solutions, data-driven intelligence, AI-powered automation, and other disruptive technologies. We’re a force for progress, working alongside our customers and partners to solve challenges on a global scale, from workplace safety in the most demanding conditions to groundbreaking sustainability solutions.

We are a diverse team 17,000 strong, united by a dynamic, inclusive culture and energized by limitless learning and growth. We use the proven Fortive Business System (FBS) to accelerate our positive impact.

At Fortive, we believe in you. We believe in your potential—your ability to learn, grow, and make a difference.

At Fortive, we believe in us. We believe in the power of people working together to solve problems no one could solve alone.

At Fortive, we believe in growth. We’re honest about what’s working and what isn’t, and we never stop improving and innovating.

Fortive: For you, for us, for growth.

About Provation

Provation is a leading provider of healthcare software and SaaS solutions for clinical productivity, care coordination, quality reporting, and billing. Our purpose is to empower providers to deliver quality healthcare for all. Provation’s comprehensive portfolio spans the entire patient encounter, from pre-procedure through post-procedure, with solutions for physician and nursing documentation (Provation MD, Provation Apex, MD-Reports, Provation endoPRO, and Provation MultiCaregiver), anesthesia documentation (#1 Best in KLAS Provation iPro), patient engagement, surgical care coordination, quality reporting, and billing capture (Provation SurgicalValet), order set and care plan management (Provation Order Set Advisor and Provation Care Plans), and EHR embedded clinical documentation (Provation Clinic Note). Provation has a loyal customer base, serving more than 5,000 hospitals, surgery centers, and medical offices, and 700 physician groups globally, including 19 of the top 20 U.S. hospitals. In 2021, Provation was acquired by Fortive Corporation, a Fortune 1000 company that builds essential technology and accelerates transformation in high-impact fields like workplace safety, engineering, and healthcare. For more information about our solutions, visit provationmedical.com and follow us on Twitter, Facebook, and LinkedIn. Our purpose at Provation is to empower providers to deliver quality healthcare for all. To deliver on this commitment, we’re guided by our core values – Provation has a culture of CARES: Community - We have a shared sense of improving healthcare, enriching the broader world we live in and serve. Accountability - We own it and get it done with integrity. Respect - We build diverse teams that collaborate and communicate with positive intent and trust. Excellence - We welcome new ideas as we innovate quality solutions. Service - We are passionate about putting customers first.

We Are an Equal Opportunity Employer. Fortive Corporation and all Fortive Companies are proud to be equal opportunity employers. We value and encourage diversity and solicit applications from all qualified applicants without regard to race, color, national origin, religion, sex, age, marital status, disability, veteran status, sexual orientation, gender identity or expression, or other characteristics protected by law. Fortive and all Fortive Companies are also committed to providing reasonable accommodations for applicants with disabilities. Individuals who need a reasonable accommodation because of a disability for any part of the employment application process, please contact us at [e-mail].

Pay Range
The salary range for this position (in local currency) is 100,700.00 - 186,900.00