Staff Data Scientist - Ads Performance
MolocoAbout the role
About Moloco:
Moloco is a machine learning company empowering organizations of all sizes to grow and unlock the full value of their unique first-party data, elevating the traditional path to performance advertising. While the largest technology companies have proven the speed and scale of ad-targeting utilizing data— the same robust performance powered by machine learning has previously been unavailable beyond their platforms.
That's where Moloco steps in. With Moloco's powerful combination of cutting-edge machine learning technologies, we play a unique and visible role in shaping the digital economy, all while allowing companies to stay independent and scale.
An industry leader at the nexus of machine learning, performance marketing, and visionary product infrastructure, Moloco is advancing the advertising technology industry. We ranked #95 in the Inc. 5000 fastest-growing private companies for 2022. We ranked #91 among Deloitte’s 2021 Fast 500 and have been certified by 91% of the company via Great Places to Work. Check us out on Glassdoor and be sure to get an inside look at working at Moloco on Instagram, Twitter, and Youtube.
Moloco is headquartered in Silicon Valley, with offices in San Francisco, New York, Los Angeles, Seattle, London, Berlin, Seoul, Singapore, Beijing, Gurgaon, and Tokyo.
Creating a diverse workforce and a culture of inclusion and belonging is core to our existence. To reach our goals, diversity of talent and thought is a critical component to how we operate as an organization. Our workforce is our superpower, and we know that fostering a culture of inclusion, authenticity, and belonging will allow us the greatest opportunity to carry out our mission -- to empower businesses of all sizes to grow through operational machine learning.
Moloco is a truly rewarding place to work and in an exciting period of growth, which you could be a part of. Join us today and apply now!
About the Role
Impact:
Shape the future of performance advertising with Moloco's cutting-edge Deep Neural Network models and advanced bidding systems. We're an engineering-driven company seeking an exceptional Data Scientist to join our Ad Performance DS team, where you'll partner with ML engineers and bidding applied scientists to drive performance and efficiency through deep ad tech understanding, data insights, advanced statistical methods, and robust ML expertise.
Responsibilities:
- Analyze massive raw and aggregate performance data from ad exchanges, mobile measurement partners (MMPs), ML features, and internal systems.
- Design and apply advanced statistical and ML evaluation techniques to analyze the data and optimize data quality, feature engineering, modeling assumptions, and optimization and evaluation criteria.
- Partner with ML Eng and Bidder teams to design and deliver impactful data-driven solutions.
- Craft and run A/B tests to validate new features and strategies.
- Translate complex data into clear, actionable insights for stakeholders through captivating visualizations and dashboards.
- Stay up-to-date on the latest trends and advancements in ad tech, data science, and ML, constantly innovating our DSP platform.
- Foster data-driven decision-making across teams, including product management, ML and Bidding engineers., in partnership with Metrics, Experimentation, and Ads Ecosystem (Supply and MMP) DS teams.
- Mentor and guide junior data scientists, fostering a collaborative and high-performing team.
Basic Qualifications
- Quantitative degree: Bachelor’s, Master’s and/or PhD in Statistics or a quantitative discipline.
- Industry experience: 8+ years of relevant experience (industry or postgraduate)
- Statistics: Strong working knowledge in statistics and ML fundamentals, including experimental design, hypothesis testing, classification and regression, linear models, model selection, and regularization.
- Machine Learning: Deep understanding of ML algorithms (i.e., random forest, gradient boosted trees, k-means clustering, etc.) and their de
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