Fortive Corporation
Overview
ServiceChannel is the leading cloud-based service automation platform for facilities management. We empower businesses to source, procure, manage, and pay for repair and maintenance services through a single, unified platform. Our mission is to simplify operations and deliver exceptional customer experiences through innovation and technology. We are looking for a highly skilled and experienced Senior AI/ML Developer to join our dynamic team. In this role, you will design and deploy state-of-the-art machine learning (ML) models, develop scalable data pipelines, and collaborate with cross-functional teams to drive innovative solutions. You will work with large and complex datasets, implement cutting-edge technologies, and shape the future of our AI-driven initiatives. Responsibilities
Build and automate robust, scalable ML pipelines for training, validation, deployment, and monitoring in production environments. Collaborate with data scientists, engineers, and product managers to understand business requirements and translate them into ML solutions. Analyze and process large-scale datasets to develop efficient ML models and drive actionable insights. Own the end-to-end ML model lifecycle, including versioning, deployment, performance monitoring (e.g., drift detection), recalibration, troubleshooting, and retraining. Develop and manage CI/CD pipelines for ML workflows, including automated testing, containerization, and model registry integration. Implement and manage scalable ML infrastructure for data processing, training, and inference in collaboration with DevOps and engineering teams. Continuously improve engineering practices, code quality, and automation, while staying up to date with the latest trends in AI, ML, and MLOps. Requirements
Minimum 5 years of experience in ML engineering or a combination of ML engineering and data science, with a focus on data analysis, feature engineering, model development, deployment, and maintenance. Strong hands-on experience with
Databricks
for ML model development and deployment. Strong understanding of machine learning and data science fundamentals (e.g., supervised and unsupervised learning, feature selection, etc.). Proficiency with popular ML frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn). Experience implementing MLOps practices using tools such as MLflow and CI/CD platforms (e.g., GitHub). Deep understanding of the ML model lifecycle and production workflows. High proficiency in SQL and Python. Familiarity with cloud-based data platforms such as Snowflake or similar technologies. Excellent communication and interpersonal skills to collaborate across teams. Robust problem-solving and analytical skills. About Fortive/ServiceChannel
Fortive Corporation Overview: Fortives essential technology makes the world safer and more productive. We accelerate transformation in high-impact fields like workplace safety, build environments, and healthcare. We are a global industrial technology innovator with a startup spirit. Our forward-looking companies lead the way in healthcare sterilization, industrial safety, predictive maintenance, and other mission-critical solutions. Were a force for progress, working alongside our customers and partners to solve challenges on a global scale. We are a diverse team of 10,000 strong, united by a dynamic, inclusive culture and energized by limitless learning and growth. We use the Fortive Business System (FBS) to accelerate our positive impact. About ServiceChannel: ServiceChannel empowers many leading brands to manage their brick-and-mortar locations. Our customers include market leaders in retail, dining, and other sectors across 70+ countries. We joined the Fortive family in 2021 and are part of a Fortune 500 company focused on innovation in IOT, AI, and data. We offer benefits including medical, dental, vision, life and LTD insurance, HSA, and a 401(k) plan. We are an Equal Opportunity Employer. Fortive and all Fortive Companies are committed to diversity and providing reasonable accommodations for applicants with disabilities. For accommodations during the application process, please contact applyassistance@fortive.com. #J-18808-Ljbffr
ServiceChannel is the leading cloud-based service automation platform for facilities management. We empower businesses to source, procure, manage, and pay for repair and maintenance services through a single, unified platform. Our mission is to simplify operations and deliver exceptional customer experiences through innovation and technology. We are looking for a highly skilled and experienced Senior AI/ML Developer to join our dynamic team. In this role, you will design and deploy state-of-the-art machine learning (ML) models, develop scalable data pipelines, and collaborate with cross-functional teams to drive innovative solutions. You will work with large and complex datasets, implement cutting-edge technologies, and shape the future of our AI-driven initiatives. Responsibilities
Build and automate robust, scalable ML pipelines for training, validation, deployment, and monitoring in production environments. Collaborate with data scientists, engineers, and product managers to understand business requirements and translate them into ML solutions. Analyze and process large-scale datasets to develop efficient ML models and drive actionable insights. Own the end-to-end ML model lifecycle, including versioning, deployment, performance monitoring (e.g., drift detection), recalibration, troubleshooting, and retraining. Develop and manage CI/CD pipelines for ML workflows, including automated testing, containerization, and model registry integration. Implement and manage scalable ML infrastructure for data processing, training, and inference in collaboration with DevOps and engineering teams. Continuously improve engineering practices, code quality, and automation, while staying up to date with the latest trends in AI, ML, and MLOps. Requirements
Minimum 5 years of experience in ML engineering or a combination of ML engineering and data science, with a focus on data analysis, feature engineering, model development, deployment, and maintenance. Strong hands-on experience with
Databricks
for ML model development and deployment. Strong understanding of machine learning and data science fundamentals (e.g., supervised and unsupervised learning, feature selection, etc.). Proficiency with popular ML frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn). Experience implementing MLOps practices using tools such as MLflow and CI/CD platforms (e.g., GitHub). Deep understanding of the ML model lifecycle and production workflows. High proficiency in SQL and Python. Familiarity with cloud-based data platforms such as Snowflake or similar technologies. Excellent communication and interpersonal skills to collaborate across teams. Robust problem-solving and analytical skills. About Fortive/ServiceChannel
Fortive Corporation Overview: Fortives essential technology makes the world safer and more productive. We accelerate transformation in high-impact fields like workplace safety, build environments, and healthcare. We are a global industrial technology innovator with a startup spirit. Our forward-looking companies lead the way in healthcare sterilization, industrial safety, predictive maintenance, and other mission-critical solutions. Were a force for progress, working alongside our customers and partners to solve challenges on a global scale. We are a diverse team of 10,000 strong, united by a dynamic, inclusive culture and energized by limitless learning and growth. We use the Fortive Business System (FBS) to accelerate our positive impact. About ServiceChannel: ServiceChannel empowers many leading brands to manage their brick-and-mortar locations. Our customers include market leaders in retail, dining, and other sectors across 70+ countries. We joined the Fortive family in 2021 and are part of a Fortune 500 company focused on innovation in IOT, AI, and data. We offer benefits including medical, dental, vision, life and LTD insurance, HSA, and a 401(k) plan. We are an Equal Opportunity Employer. Fortive and all Fortive Companies are committed to diversity and providing reasonable accommodations for applicants with disabilities. For accommodations during the application process, please contact applyassistance@fortive.com. #J-18808-Ljbffr