Housecall Pro
StaffMachineLearningOperationsEngineer
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“Staff Machine Learning Operations Engineer at Housecall Pro. Skills: MLOps, Data Engineering, DevOps, Cloud Platforms, Containerization, Orchestration, Infrastructure as Code, Data Pipelines. Lead the design, implementation, and maintenance of a robust infrastructure for deploying, monitoring, and managing machine learning models in production environments.. Develop and automate end-to-end pipelines for data ingestion, preprocessing, feature engineering, model training, evaluation, and deploymen”
What You'll Achieve.
Optimizing machine learning systems for scalability, reliability, and efficiency; Ensure scalability, reliability, and cost-effectiveness of system architecture and resource utilization
Industry & Context.
Exceptional analytical and problem-solving skills; Proactive approach to identifying and resolving issues
Submit an updated resume translated to English
What They're Looking For.
Must Have
Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or a related field., 6+ years of experience in MLOps, data engineering, and/or DevOps roles., Proficiency in programming languages such as Python, Java, Scala, or Ruby, we work with Python primarily., Extensive experience with cloud platforms such as AWS, Azure, or GCP, and proficiency in using cloud services for storage, compute, and orchestration., Strong understanding of containerization and orchestration technologies such as Docker, and Kubernetes., Experience with infrastructure as code (IaC) tools such as Terraform, or Terragrunt., Solid background in designing and optimizing data pipelines using technologies like Apache Airflow, or similar., Exceptional analytical and problem-solving skills, with a proactive approach to identifying and resolving issues., Excellent communication and collaboration skills, with the ability to lead cross-functional teams and mentor junior members effectively.
Nice to Have
Experience working with large language models (LLMs) and LangChain, or similar tools, a plus.
What You'll Do.
and maintenance of a robust infrastructure for deploying
and managing machine learning models in production environments.
Develop and automate end-to-end pipelines for data ingestion
Collaborate closely with data scientists to understand model requirements and optimize model performance for production use.
Establish and maintain CI/CD pipelines to streamline the deployment process and ensure reproducibility.
Design and implement monitoring and alerting systems to track model performance and health
and proactively identify and address issues.
Optimize system architecture and resource utilization to ensure scalability
and cost-effectiveness.
Stay abreast of industry best practices and emerging technologies in MLOps
and integrate them into our processes and infrastructure.
Provide technical leadership and mentorship to junior team members
and drive innovation and continuous improvement across the organization.
How You'll Work.
Team & Collaboration
Collaborate closely with data scientists; Lead cross-functional teams; Mentorship to junior team members
Communication Scope
Excellent communication and collaboration skills
Full Job Description
Why Housecall Pro? Help us build solutions that build better lives. At Housecall Pro, we show up to work every day to make a difference for real people: the home service professionals that support America’s 100 million homes. We’re all about the Pro, and dedicate our days to helping them streamline operations, scale their businesses, and—ultimately—save time so they can be with their families and live well. While our headquarters are based in Denver, Colorado, our team spans the globe, with teammates across Brazil, Poland, the Philippines, Mexico, and beyond. We care deeply about our customers and foster a culture where our company, people and Pros grow and succeed together—no matter where they’re based. Leadership is as focused on growing team members’ careers as they expect their teams to be on creating solutions for Pros. We also offer: 💻🌎Remote environment totally built to make you feel that we are all together in one space without leaving your home office! 😎🏝Self Managed PTO - Beach? Mountains? Camping? Discovering new experiences? You are free to take time out as you need! ⏰Flexible work hours - We believe that you can reach your professional and personal goals working with us and encourage you to have a work life balance! A culture built on innovation that values big ideas - We are always open to new ideas that will improve the life of our Pros! Work in your own time zone - Because we don’t think that you should miss those memorable moments with your friends and family! Newest MacBook (or PC if you prefer!) + Setup Fee ($500) - What is an engineer without the right tools right? Here in HCP, you can choose your computer and set up your home office! TO BE CONSIDERED FOR THIS ROLE, PLEASE SUBMIT AN UPDATED RESUME TRANSLATED TO ENGLISH We know what you are thinking…WHAT IS THE ROLE AND WHAT WILL YOU BE DOING? 👀 We're in search of a talented Staff MLOps Engineer to join our team. This role is pivotal in spearheading the development and maintenance of our mach
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