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    Manager, Machine Learning Engineer - Irvine, United States - Taco Bell

    Taco Bell
    Taco Bell Irvine, United States

    4 weeks ago

    Taco Bell background
    Description
    Who is Taco Bell?

    Taco Bell was born and raised in California and has been around since 1962.

    We went from selling everyone's favorite Crunchy Tacos on the West Coast to a global brand with 8,200+ restaurants, 350 franchise organizations, that serve 42+ million fans each week around the globe.

    We're not only the largest Mexican-inspired quick service brand (QSR) in the world, we're also part of the biggest restaurant group in the world: Yum Brands .

    Much of our fan love and authentic connection with our communities are rooted in being rebels

    with a

    cause. From ensuring we use high quality, sustainable ingredients to elevating restaurant technology in ways that hasn't been done before... we will continue to be inclusive, bold, challenge the status quo and push industryboundaries.


    We're a company that celebrates and advocates for different, has bold self-expression, strives for a better future, and brings the fun while we're at it.

    We fuel our culture with real people who bring unique experiences. We inspire and enable our teams and the world to Live Más.

    At Taco Bell, we're Cultural Rebels. Want to join in on the passion-fueled fun? Learn more about the career below.


    About the Job:


    As the Machine Learning Engineer Manager, you will lead a team responsible for deploying, monitoring, and managing machine learning models in production environments to solve business problems.

    You will collaborate closely with data scientists, data engineers, and data operations teams to ensure the reliability, scalability, and performance of machine learning systems.

    Your role involves overseeing the end-to-end machine learning lifecycle, implementing best practices for model deployment, automation, and monitoring, and driving continuous improvement in MLOps processes.

    The Day-to-Day:


    Design, lead, and manage a team of MLOps engineers, providing guidance, mentorship, and performance management to ensure the successful delivery of MLOps initiatives utilizing cutting edge tools and techniques.


    Define and implement MLOps strategies, processes, and standards to streamline the deployment, monitoring, and management of machine learning models in production environments.


    Design and implement scalable, automated pipelines for model training, testing, deployment, and inference, leveraging infrastructure as code (IaC) and continuous integration/continuous deployment (CI/CD) practices.


    Establish monitoring and alerting systems to track model performance, data drift, and system health, ensuring timely detection and resolution of issues in production ML workflows.

    Implement robust version control and model governance processes to manage model artifacts, dependencies, and configurations throughout the ML lifecycle.


    Drive optimization initiatives to improve the efficiency, reliability, and cost-effectiveness of MLOps infrastructure and workflows, leveraging cloud services and automation tools and able to write testable, reusable high-quality code and build the capability in team members.


    Establish key performance indicators (KPIs) and metrics to measure the effectiveness and impact of MLOps initiatives, and provide regular reports and updates to senior leadership.


    Foster a culture of collaboration, innovation, and excellence within the MLOps team, promoting knowledge sharing, skill development, and continuous learning.

    Is This You?

    Bachelor's degree in Computer Science, Engineering, Data Science, or related field; advanced degree preferred.


    8+ years of experience in software engineering, DevOps, or data engineering roles, with at least 3 years in a MLOps leadership or managerial capacity.


    Strong background in machine learning, data science, and AI technologies, with hands-on experience deploying and managing machine learning models in production environments.


    Proficiency in programming languages such as Python, Java, or Scala, and experience with machine learning frameworks (e.g., TensorFlow, PyTorch, scikit-learn).

    Expertise in cloud platforms in AWS is required or other Cloud Platform (Google Cloud or Microsoft Azure).

    Proficiency in containerization technologies (e.g., Docker, Kubernetes), with experience in designing and implementing scalable, cloud-native ML solutions.

    Solid understanding of DevOps principles, CI/CD pipelines, version control systems (e.g., Git), and infrastructure automation tools (e.g., Terraform, Ansible).


    Strong analytical, problem-solving, and communication skills, with the ability to translate business requirements into technical solutions and influence cross-functional teams.


    Experience with agile methodologies, project management practices, and agile tools (e.g., Jira, or Agile/Scrum) to solve clustering, classification, simulation, and optimization problems on large scale data sets.


    Work-Hard, Play-Hard:
    Hybrid work schedule and year-round flex day Friday

    Onsite childcare through Bright Horizons

    Onsite dining center and game room (yes, there is a Taco Bell inside the building)

    Onsite dry cleaning, laundry services, carwash,

    Onsite gym with fitness classes and personal trainer sessions

    Up to 4 weeks of vacation per year plus holidays and time off for volunteering

    Tuition reimbursement and education benefits

    Generous parental leave for all new parents and adoption assistance program

    401(k) with a 6% matching contribution fromYum Brands with immediate vesting

    Comprehensive medical & dental including prescription drug benefits and 100% preventive care

    Discounts, free food, swag and... honestly, too many

    good benefits to name

    Salary Range:
    $140,900 - $213,840 annually + bonus eligibility + equity (if applicable) + benefits

    The above represents the expected salary range for this job requisition. Ultimately, in determining your pay, we'll consider your location, experience, and other job-related factors.

    At Taco Bell, we Live M

    á

    s and invite you to do the same. Take a seat at our table. Bring your voice. Bring you, just as you are, a Cultural Rebel. We want you to be your best self


    Taco Bell is proud to be an equal opportunity employer and is committed to equity, inclusion, and belonging for all dimensions of diversity.

    We do not discriminate based on race, color, religion, sex, sexual orientation, gender identity, national origin, veteran status, disability status, age, or any other protected characteristic.

    Taco Bell is committed to working with and providing reasonable accommodation to applicants with disabilities or special needs.

    US Job Seekers/Employees -

    Click here

    to view the "Know Your Rights" poster and supplement and the Pay Transparency Policy Statement.

    Employment eligibility to work with Taco Bell in the U.S. is required as the company will not pursue visa sponsorship for this position.


    California Residents:
    For more information about the categories of personal information we collect from you and how we use, sell, and share that information, please see our

    Privacy Notice for California Contractors

    and

    Privacy Notice for California Employees .

    #LI-Hybrid

    #J-18808-Ljbffr
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