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Bellevue

    Machine Learning Engineer - Bellevue, United States - Drift

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    Description

    ZS
    is a place where passion changes lives.

    As a management consulting and technology firm focused on transforming global healthcare and beyond, our most valuable asset is our people.

    Here you'll work side-by-side with a powerful collective of thinkers and experts shaping solutions from start to finish.

    At ZS, we believe that making an impact demands a different approach; and that's why here your ideas elevate actions, and here you'll have the freedom to define your own path and pursue cutting-edge work.

    We partner collaboratively with our clients to develop products that create value and deliver company results across critical areas of their business including portfolio strategy, customer insights, research and development, operational and technology transformation, marketing strategy and many more.

    If you dare to think differently, join us, and find a path where your passion can change lives.
    Our most valuable asset is our people.
    At


    ZS
    we honor the visible and invisible elements of our identities, personal experiences and belief systems-the ones that comprise us as individuals, shape who we are and
    make us unique. We believe your personal interests, identities, and desire to learn are part of your success here.

    Learn more about our diversity, equity, and inclusion efforts and the networks
    ZSsupports to assist our ZSers in cultivating community spaces, obtaining the resources they need to thrive, and sharing the messages they are passionate about.

    Learn more
    Machine Learning Engineer
    AI Practice

    ZSAI Practice is building transformative AI-enabled data products and solutions.


    ZSsuite of products and solutions include hyper-personalization, Customer journey design, AI guided selling, large-scale unstructured customer data mining with NLP and dynamic pricing.

    Our products and client focused solutions use state of the art ML and Deep Learning techniques and ML Engineering Platforms.

    What You'll Do

    Build , orchestrate, and monitor model pipelines including feature engineering, inferencing and continuous model training

    Scaling machine learning algorithms to work on massive data sets and strict SLAs

    Build & Enhance ML Engineering platforms and components

    Implement ML Ops including model KPI measurements, tracking, data and model drift & model feedback loop

    Write production-ready code that is easily testable, understood by other developers and accounts for edge cases and errors

    Ensure highest quality of deliverables by following architecture/design guidelines, coding best practices, periodic design/code reviews

    Collaborate with client teams and global development team to successfully deliver projects

    Uses bug tracking, code review, version control and other tools to organize and deliver work

    Participate in scrum calls, and effectively communicate work progress, issues and dependencies

    Consistently contribute to researching & evaluating latest architecture patterns/technologies through rapid learning, conducting proof-of- concepts and creating prototype solutions.

    What You'll Bring

    Bachelor's/ Master's degree with specialization in Computer Science, MIS, IT or another computer related discipline

    2-4 years' experience in deploying and productionizing ML models

    Strong programming expertise in Python / PySpark

    Experience in ML platforms like Dataiku, Sagemaker , MLFlow or other platforms

    Experience in deploying models to cloud services like AWS, Azure, GCP

    Expertise in crafting ML Models for high performance and scalability

    Experience in implementing feature engineering, inferencing pipelines and real time model predictions

    Experience in ML Ops to measure and track model performance

    Good fundamentals of machine learning and deep learning

    Knowledgeable of core Computer Science concepts such as common data structures , algorithms , and design patterns

    Excellent oral and written communication skills

    Additional Skills

    Experience with Spark or other distributed computing frameworks

    Understanding of DevOps, CI / CD, data security, experience in designing on cloud platform

    Experience in data engineering in Big Data systems


    Perks & Benefits:



    ZSoffers a comprehensive total rewards package including health and well-being, financial planning, annual leave, personal growth and professional development.

    Our robust skills development programs, multiple career progression options and internal mobility paths and collaborative culture empowers you to thrive as an individual and global team member.

    We are committed to giving our employees a flexible and connected way of working.

    A flexible and connected
    ZSallows us to combine work from home and on-site presence at clients/
    ZSoffices for the majority of our week.

    The magic of
    ZSculture and innovation thrives in both planned and spontaneous face-to-face connections.
    Considering applying?

    At ZS, we're building a diverse and inclusive company where people bring their passions to inspire life-changing impact in global healthcare and beyond.

    We are most interested in finding the best candidate for the job and recognize the value that candidates with all backgrounds, including non-traditional ones, bring.

    If you are interested in joining us, we encourage you to apply even if you don't meet 100% of the requirements listed above.


    ZSis an equal opportunity employer and is committed to providing equal employment and advancement opportunities without regard to any class protected by applicable law.


    To Complete Your Application:
    Candidates must possess or be able to obtain work authorization for their intended country of employment.

    ZSis committed to providing and maintaining a safe workplace.

    In order to keep its employees safe,
    ZSrecommends that all its employees and contractors be fully vaccinated against COVID-19.

    Proof of vaccination can be voluntarily provided upon acceptance of offer of employment.
    NO AGENCY CALLS, PLEASE.

    Find Out More At:

    Salary:
    $123, $156,500.00

    #J-18808-Ljbffr


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