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Senior Data Scientist

Vungle

Vungle

Data Science
Redwood City, CA, USA
Posted on Tuesday, July 2, 2024

Liftoff is the leading growth acceleration platform for the mobile industry, helping advertisers, publishers, game developers and DSPs scale revenue growth with solutions to market and monetize mobile apps.

Liftoff’s solutions, including Accelerate, Direct, Influence, Monetize, Intelligence, and Vungle Exchange, support over 6,600 mobile businesses across 74 countries in sectors such as gaming, social, finance, ecommerce, and entertainment. Founded in 2012 and headquartered in Redwood City, CA, Liftoff has a diverse, global presence.

As a Senior Data Scientist at Liftoff, you will:

  • Design, develop, and implement statistical and machine learning models to predict competitive bidding landscape, click through rate, conversion/action rate, ad relevance to users.

  • Analyze data to identify useful relations, patterns and features that are predictive of user behaviors, preferences, intents, and interests.

  • Continuously identify and explore new and unconventional data sources.

  • Generate hypothesis and design effective online experiments to continuously iterate and improve on algorithm performance.

  • Take on unique modeling challenges of data sparsity, delayed feedback, as well as modeling in the context of privacy restrictions.

  • Work with engineering and operations teams to build systems and operational capabilities for implementing models and algorithms and monitor and evaluate their health and effectiveness in production.

  • Use strong communication skills (verbal and written) to explain statistical and machine learning concepts to both technical and non-technical audiences.

  • Build systems that enable real-time recommendations for billions of ad requests daily.

  • Focus on the mobile app ecosystem, leverage and combine company’s enormous and unique datasets to model click rate, conversion rates, bid prices, win rates and post-install user lifetime values.

  • Match company content across tens of thousands of apps.

  • Develop models and algorithms behind our products, which help customers to maximize the value of users and the return on their ad spend.

  • Telecommuting is permitted. Employee may request to work from any city & county in the following states: CA, CO, ID, IL, GA, MA, MO, MN, NJ, NV, NY, OR, RI, TX, UT, WA.

  • Salary: $159,400 - $220,000 per year.

    MINIMUM REQUIREMENTS: Master’s degree or U.S. equivalent in Computer Science, Statistics, Math, Data Science, Engineering, or a related field, plus 3 years of professional experience as a Data Scientist, Machine Learning Engineer, Machine Learning Research Scientist, or any occupation/position/job title involving statistical modeling, machine learning, and probability distributions.

    Must also have experience in the following: 3 years of professional experience performing conversion rate, return on ad spend (ROAS), and customer lifetime value (LTV) modeling for mobile applications; 3 years of professional experience formulating hypotheses, structuring experiments, and carrying through independent investigations; 3 years of professional experience connecting to data sources and prototyping data pipelines; 3 years of professional experience deploying effective machine learning (ML) models to production; 3 years of professional experience utilizing Python, SQL, and TensorFlow/PyTorch; 3 years of professional experience utilizing AWS (including Redshift and S3); 1 year of professional experience utilizing auction dynamics and bidding strategies; and 1 year of professional experience utilizing Bayesian statistics and modeling.

Please apply online at: https://liftoff.io/company/careers/

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Liftoff is committed to providing and maintaining a work environment where all employees and candidates are treated with dignity and respect and that is free of bias, prejudice, and harassment. Liftoff is further committed to providing an equal employment opportunity for all employees and candidates for employment free from discrimination and harassment on the basis of sex, gender (including sexual harassment, gender harassment, and harassment due to pregnancy, childbirth, breastfeeding, and related conditions), sexual orientation, gender identity, gender expression, gender nonconformity, race, creed, religion, color, national origin, ancestry (including association, affiliation, or participation with persons or activities related to national origin, English-proficiency or accent, or immigration status), physical or mental disability, medical condition(s), genetic information of an individual or family member of the individual, marital or domestic partner status, age, veteran or military status, family care status, requesting or taking pregnancy, parental or disability leave, requesting an accommodation, or any other characteristic protected by federal, state, or local law, regulation, or ordinance. All such discrimination and harassment is unlawful and will not be tolerated. Liftoff maintains a continued commitment to equal employment opportunity and expects the full cooperation of all personnel.

Liftoff's Compensation Strategy

Liftoff's compensation strategy includes competitive market rate along with equity and benefits and perks that will give our employees what they need to do their best work. In order to ensure teams are compensated fairly for the work performed, we map out specific levels and take into consideration the cost of labor within each location. Liftoff provides employees a total compensation package of competitive market salaries, equity, health and wellness stipends, medical benefits associated with your country of residence. The base compensation will vary based on location, experience as well as level.

Agency and Third Party Recruiter Notice:

Liftoff does not accept unsolicited resumes from individual recruiters or third-party recruiting agencies in response to job postings. No fee will be paid to third parties who submit unsolicited candidates directly to our hiring managers or Recruiting Team. All candidates must be submitted via our Applicant Tracking System by approved Liftoff vendors who have been expressly requested to make a submission by our Recruiting Team for a specific job opening. No placement fees will be paid to any firm unless such a request has been made by the Liftoff Recruiting Team and such a candidate was submitted to the Liftoff Recruiting Team via our Applicant Tracking System.