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 offices in Tel Aviv, Midtown Commerce Tower