Talent.com
Staff Machine Learning Engineer - Acquisition Paid Search
Staff Machine Learning Engineer - Acquisition Paid SearchStubHub • Aliso Viejo, CA, US
Staff Machine Learning Engineer - Acquisition Paid Search

Staff Machine Learning Engineer - Acquisition Paid Search

StubHub • Aliso Viejo, CA, US
job_description.job_card.1_day_ago
serp_jobs.job_preview.job_type
  • serp_jobs.job_card.full_time
job_description.job_card.job_description

Job Description

Job Description

StubHub is on a mission to redefine the live event experience on a global scale. Whether someone is looking to attend their first event or their hundredth, we're here to delight them all the way from the moment they start looking for a ticket until they step through the gate. The same goes for our sellers. From fans selling a single ticket to the promoters of a worldwide stadium tour, we want StubHub to be the safest, most convenient way to offer a ticket to the millions of fans who browse our platform around the world.

About the Opportunity

We're seeking a Staff Machine Learning Engineer to lead the science and systems that power our paid search marketing. You'll design the causal measurement stack, ship models that influence bidding and budgeting in real time, and partner with marketing, data, and platform teams to drive profitable, incremental growth.

StubHub is the largest secondary ticket market in the world, generating massive amounts of consumer data that are leveraged to tackle many unique and interesting predictive and inference problems across user acquisition, product recommendations, pricing optimization, ticket fulfillment mitigation, and business forecasting. The core challenge for our marketing efforts is acquire as many new customers as possible, efficiently, and at the right time in their customer journey, making it a complex and highly impactful domain.

Location : Hybrid (3 days in office / 2 days remote) – New York, NY or Los Angeles, CA

What You'll Do :

  • Own causal measurement for paid search : Stand up uplift / incrementality frameworks (e.g., doubly robust learners, causal forests, DML, IVs, synthetic control, DiD, BSTS) to quantify lift beyond correlation.
  • Ship production models : Build and serve models that inform bids, budgets, and query-level targeting using signals like incremental CPA, tROAS, LTV, and heterogenous treatment effects.
  • Design experiments & guardrails : Architect geo / cell tests and online experiments; handle power analysis, pre-trend checks, SUTVA threats, SRM detection, and sequential monitoring.
  • Integrate with ad platforms : Translate science into APIs / feeds for Google Ads, Microsoft Advertising, and SA360; validate against auction dynamics and Quality Score mechanics.
  • Data & MLOps leadership : Partner with platform teams to instrument events, build reliable feature stores and ETL (batch / stream), and establish monitoring for drift, bias, leakage, and attribution sanity.
  • Mentor & influence : Provide technical leadership across science, engineering, and marketing; set standards for methodology, code quality, documentation, and reproducibility.
  • Tell the story : Communicate trade-offs and impact to execs and non-technical partners; make the complex understandable and actionable.

What You've Done :

  • 8+ years in applied ML / causal inference (or equivalent) with direct paid search / auction experience.
  • Expert in causal methods (uplift modeling, DML, IV, DiD / synth control, BSTS / Bayesian time series) and experimental design .
  • Strong software engineering : Python (pandas, numpy, scikit-learn, LightGBM / XGBoost), SQL; experience with Spark and one of AWS / GCP / Azure.
  • Hands-on with A / B frameworks , power analysis, and measurement diagnostics (SRM, balance, interference).
  • Proven track record integrating with Google Ads / Microsoft Ads / SA360 and moving the needle on tROAS, CPA, LTV.
  • Clear communicator who can mentor senior ICs and partner with product / marketing.
  • Nice to Have :

  • Recsys, bandits / RL for bidding / budget pacing, MMM and privacy-aware attribution
  • Scala / Java or microservices experience; Airflow / DBT; Kafka / PubSub; Feast or similar feature stores.
  • Domain knowledge of auction theory, query taxonomy, brand vs. non-brand dynamics, and budget rebalancing
  • Staff-Level Capabilities

  • Technical leadership through influence rather than formal management authority
  • Strategic thinking with the ability to balance long-term technical vision with immediate organizational needs
  • Cross-functional collaboration skills to work effectively with Data Science, Product, and Engineering teams
  • Communication skills to inject technical context into high-level organizational discussions
  • Problem-solving approach for ambiguous, high-impact technical challenges
  • Mentorship and sponsorship experience growing junior and mid-level engineers
  • What We Offer :

  • Accelerated Growth Environment : Immerse yourself in an environment designed for swift skill and knowledge enhancement, where you have the autonomy to lead experiments and tests on a massive scale.
  • Top Tier Compensation Package : Enjoy a rewarding compensation package that includes enticing stock incentives, aligning with our commitment to recognizing and valuing your contributions.
  • Flexible Time Off : Embrace a healthy work-life balance with unlimited Flex Time Off, providing you the flexibility to manage your schedule and recharge as needed.
  • Comprehensive Benefits Package : Prioritize your well-being with a comprehensive benefits package, featuring 401k, and premium Health, Vision, and Dental Insurance options.
  • The anticipated gross base pay range is below for this role. Actual compensation will vary depending on factors such as a candidate's qualifications, skills, experience, and competencies. Base annual salary is one component of StubHub's total compensation and competitive benefits package, which includes equity, 401(k), paid time off, paid parental leave, and comprehensive health benefits.

    Salary Range

    $300,000—$350,000 USD

    About Us

    StubHub is the world's leading marketplace to buy and sell tickets to any live event, anywhere. Through StubHub in North America and viagogo, our international platform, we service customers in 195 countries in 33 languages and 49 available currencies. With more than 300 million tickets available annually on our platform to events around the world from sports to music, comedy to dance, festivals to theater StubHub offers the safest, most convenient way to buy or sell tickets to the most memorable live experiences. Come join our team for a front-row seat to the action.

    For California Residents : California Job Applicant Privacy Notice found here

    We are an equal opportunity employer and value diversity on our team. We do not discriminate on the basis of race, color, religion, sex, national origin, gender, sexual orientation, age, disability, veteran status, or any other legally protected status.

    serp_jobs.job_alerts.create_a_job

    Staff Machine Learning Engineer • Aliso Viejo, CA, US

    Job_description.internal_linking.related_jobs
    Machine Learning Engineer - (Platform)

    Machine Learning Engineer - (Platform)

    The Muse • Newport Beach, CA, United States
    serp_jobs.job_card.full_time
    Ready to be pushed beyond what you think you're capable of?.At Coinbase, our mission is to increase economic freedom in the world. It's a massive, ambitious opportunity that demands the best of us, ...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_30 • serp_jobs.job_card.promoted
    Machine Learning Engineer

    Machine Learning Engineer

    Lever Demo - IS Opportunities • Irvine, California, United States, 92602
    serp_jobs.job_card.full_time
    PLEASE READ : these jobs are testing jobs of Lever's testing environment - please do not apply for this job.Lever was founded ten years ago to tackle the most strategic challenge that companies face...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_30
    Defense Machine Learning Engineer - Remote (Santa Ana)

    Defense Machine Learning Engineer - Remote (Santa Ana)

    iO Associates • Santa Ana, CA, US
    serp_jobs.filters.remote
    serp_jobs.job_card.part_time
    Job Title : Uncleared Machine Learning Engineer - Remote.Our Client is at the forefront of Intelligent Exploration and Enterprise AI with their cutting-edge AI Platform. Operating in a dynamic indust...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_1_day • serp_jobs.job_card.promoted
    Defense Machine Learning Engineer - Remote (East Irvine)

    Defense Machine Learning Engineer - Remote (East Irvine)

    iO Associates • East Irvine, CA, US
    serp_jobs.filters.remote
    serp_jobs.job_card.part_time
    Job Title : Uncleared Machine Learning Engineer - Remote.Our Client is at the forefront of Intelligent Exploration and Enterprise AI with their cutting-edge AI Platform. Operating in a dynamic indust...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_1_day • serp_jobs.job_card.promoted
    Software Engineer, Platform - Murrieta, USA

    Software Engineer, Platform - Murrieta, USA

    Speechify • Murrieta, CA, US
    serp_jobs.job_card.full_time
    The mission of Speechify is to make sure that reading is never a barrier to learning.Over 50 million people use Speechify's text-to-speech products to turn whatever they're reading – ...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_variable_days • serp_jobs.job_card.promoted
    Machine Learning Engineer II (Irvine)

    Machine Learning Engineer II (Irvine)

    Glidewell Dental • Irvine, CA, US
    serp_jobs.job_card.part_time
    Designs, develops, and deploys machine learning models for real-world applications.Builds scalable pipelines for data ingestion, pre-processing, training, and inference. Owns end to end development ...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_variable_days • serp_jobs.job_card.promoted
    Senior Machine Learning Engineer

    Senior Machine Learning Engineer

    Spokeo • Pasadena, California, US
    serp_jobs.job_card.full_time
    serp_jobs.filters_job_card.quick_apply
    Spokeo is a people search engine that helps over 18 million monthly visitors reconnect with friends, reunite with families, and protect against fraud. Additionally, our 12 billion records and over 2...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_30
    Senior Machine Learning Platform Engineer

    Senior Machine Learning Platform Engineer

    Field AI • Irvine, California, United States, 92602
    serp_jobs.job_card.full_time
    Senior Machine Learning Platform Engineer.Field AI is transforming how robots interact with the real world.We are building risk-aware, reliable, and field-ready AI systems that address the most com...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_variable_days
    Software Engineer, Platform - Oceanside, USA

    Software Engineer, Platform - Oceanside, USA

    Speechify • Oceanside, CA, US
    serp_jobs.job_card.full_time
    The mission of Speechify is to make sure that reading is never a barrier to learning.Over 50 million people use Speechify's text-to-speech products to turn whatever they're reading – ...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_variable_days • serp_jobs.job_card.promoted
    Surrogates Needed! Earn up to $115,000

    Surrogates Needed! Earn up to $115,000

    Giving Tree Surrogacy • Menifee, CA, United States
    serp_jobs.job_card.permanent
    We are looking for a passionate individual with a sense of responsibility and willingness to help create families to join us as a surrogate. In this role, you will be instrumental in supporting indi...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_30 • serp_jobs.job_card.promoted
    Defense Machine Learning Engineer - Remote

    Defense Machine Learning Engineer - Remote

    iO Associates • Moreno Valley, CA, United States
    serp_jobs.filters.remote
    serp_jobs.job_card.full_time
    Job Title : Uncleared Machine Learning Engineer - Remote.Our Client is at the forefront of Intelligent Exploration and Enterprise AI with their cutting-edge AI Platform. Operating in a dynamic indust...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_1_day • serp_jobs.job_card.promoted
    Defense Machine Learning Engineer - Remote (Anaheim)

    Defense Machine Learning Engineer - Remote (Anaheim)

    iO Associates • Anaheim, CA, US
    serp_jobs.filters.remote
    serp_jobs.job_card.part_time
    Job Title : Uncleared Machine Learning Engineer - Remote.Our Client is at the forefront of Intelligent Exploration and Enterprise AI with their cutting-edge AI Platform. Operating in a dynamic indust...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_1_day • serp_jobs.job_card.promoted
    Defense Machine Learning Engineer - Remote (San Bernardino)

    Defense Machine Learning Engineer - Remote (San Bernardino)

    iO Associates • San Bernardino, CA, US
    serp_jobs.filters.remote
    serp_jobs.job_card.part_time
    Job Title : Uncleared Machine Learning Engineer - Remote.Our Client is at the forefront of Intelligent Exploration and Enterprise AI with their cutting-edge AI Platform. Operating in a dynamic indust...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_1_day • serp_jobs.job_card.promoted
    Defense Machine Learning Engineer - Remote (Fontana)

    Defense Machine Learning Engineer - Remote (Fontana)

    iO Associates • Fontana, CA, US
    serp_jobs.filters.remote
    serp_jobs.job_card.part_time
    Job Title : Uncleared Machine Learning Engineer - Remote.Our Client is at the forefront of Intelligent Exploration and Enterprise AI with their cutting-edge AI Platform. Operating in a dynamic indust...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_1_day • serp_jobs.job_card.promoted
    Software Engineer, Platform - Menifee, USA

    Software Engineer, Platform - Menifee, USA

    Speechify • Menifee, CA, US
    serp_jobs.job_card.full_time
    The mission of Speechify is to make sure that reading is never a barrier to learning.Over 50 million people use Speechify's text-to-speech products to turn whatever they're reading – ...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_variable_days • serp_jobs.job_card.promoted
    Machine Learning Engineer II

    Machine Learning Engineer II

    Glidewell Dental • Irvine, CA, United States
    serp_jobs.job_card.full_time
    Designs, develops, and deploys machine learning models for real-world applications.Builds scalable pipelines for data ingestion, pre-processing, training, and inference. Owns end to end development ...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_variable_days • serp_jobs.job_card.promoted
    Staff AI / ML Computer Vision Engineer

    Staff AI / ML Computer Vision Engineer

    TP-Link Systems Inc. • Irvine, CA, US
    serp_jobs.job_card.full_time
    serp_jobs.filters_job_card.quick_apply
    Staff AI / ML Computer Vision Engineer.AI-powered features for our next-generation smart home automation products, including smart cameras, video doorbells, and autonomous vacuum cleaners.This positi...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_30
    Defense Machine Learning Engineer - Remote (Moreno Valley)

    Defense Machine Learning Engineer - Remote (Moreno Valley)

    iO Associates • Moreno Valley, CA, US
    serp_jobs.filters.remote
    serp_jobs.job_card.part_time
    Job Title : Uncleared Machine Learning Engineer - Remote.Our Client is at the forefront of Intelligent Exploration and Enterprise AI with their cutting-edge AI Platform. Operating in a dynamic indust...serp_jobs.internal_linking.show_more
    serp_jobs.last_updated.last_updated_1_day • serp_jobs.job_card.promoted