Come [legally] hack with us the data on the largest exchange that’s running our world. Not NASDAQ; the one with way more events - the Global Ads Exchanges, where millions of ads are born and clicked every microsecond.
Step behind the curtain of algorithms and competitors that move hundreds of $B of annual budgets. Plunge into a world of ISP-volumes of traffic, sub-second predictions and TBs of live, real-world data. Use cutting-edge analysis, ML and engineering or just plain hacker-like thinking to out-perform the market.
Arpeely is a Data-Science startup, leveraging, data analysis, ML, engineering, multi-disciplinary thinking to gain market edge and exploit hidden opportunities in real-time advertising. Processing over 350k requests per second and serving over 20B sub-second predictions daily, we build and operate Machine Learning algorithms running on the world’s largest Real-time-bidding (RTB) Ad-Exchanges. Arpeely is a Google AdX official vendor and serves clients spanning from startups to Fortune-50 companies.
About You:
As our Senior Data Analyst \ Researcher, you will use your superb data analysis, prediction, research, and automation skills to help build our core targeting and bidding engine, uncover and exploit trends both on a macro level like bidding and competitor landscapes as well as micro-events and user activity. Own processes with short and dynamic cycles from ideation, development to production and hypothesis validation.
You will have the opportunity to enjoy a high level of individual autonomy, in a high-paced, rewarding and exciting environment. You’ll work with the latest tech stack in cloud computing, data and machine learning technologies. Your colleagues, with whom you’ll collaborate closely, will be A-team data scientists and engineers.
What You’ll Do:
Design data-driven strategies and algorithms within the company’s core acquisition engine and deploy them end-to-end
Hypothesize theories, develop algorithms accordingly and prove them in production within hours (instant data gratification!)
Analyze TBs of complex data sets using advanced statistical and ML methods to extract and identify features, relationships, trends, and patterns
Bring HUGE and immediate impact by beating the market and directly affecting company’s financial performance
Own the process end-to-end from research, theorization, strategy development to deployment, outcome analysis and refinement
Enjoy a high level of autonomy in a fast-paced business and work environment within a small and growing organization
Merge business, marketing, and technical knowledge to bring data insights in multiple areas: Bid-landscape, competitors’ activity, user activities, and monetization
Collaborate with a team of A-player researchers and engineers to solve complex data and market problems
Who we are looking for:
Independent. Self-starter.
Strong expertise with complex SQL and analysis tools such as (R, Pandas, Python or equiv.) - Mandatory
B.A/B.Sc or equivalent, related to Mathematics, Statistics, Data Science, Engineering, Artificial Intelligence, Army Experience or another related field with a strong emphasis on quantitative analysis
Ability to do statistical modeling, build predictive models and leverage machine learning algorithms.
Basic web infrastructure knowledge (DNS, Iframe, IP, Referrer, Cookies, UserAgents) - Bonus
Experience with Ad-tech\e-commerce\internet companies\large user-base companies\SaaS - Big bonus
Experience with TensorFlow, BigQuery - Big Bonus
Work from our office in Tel Aviv, Midtown Commerce Tower