Staff Algorithm Engineer
- תל אביב
- משרה קבועה
- משרה מלאה
- M.Sc. or PhD. in Computer Science, Mathematics, Engineering or a related field
- 6+ years of hands on experience with coding Deep learning / Machine learning / Reinforcement-learning / Statistical modeling based solutions
- 4+ years Experience modeling auction dynamics in first-price environments (bid shading, market price modeling, win-rate prediction, clearing-price / floor-price estimation)
- Experience in data analysis and visualization and strong knowledge in SQL
- Possess strong problem solving and critical thinking skills
- Deep understanding of RTB ecosystems and standards (OpenRTB), header bidding (Prebid client/server), and ad-exchange integrations
- Hands-on experience with budgeting/pacing, frequency capping, throttling, and guardrails to meet margin/CPA/ROAS targets
- Strong grasp of measurement and calibration (CTR/CVR calibration, eCPM modeling, lift studies) and experimentation (A/B tests, multi-armed bandits)
- Experience in developing models using deep learning techniques and tools
- Experience in developing software within a distributed computation framework
- Be responsible for the entire algorithmic lifecycle in the company: data analytics, prototyping of new ideas, implementing algorithms models in a production environment and then monitoring and maintaining them
- Turn algorithm prototypes into shippable products that will have a significant and immediate impact on the company's revenue
- Work on a daily basis with some of the hottest trends in today's job market: machine/deep learning, big data analytics/engineering and cloud computing
- Apply your scientific knowledge and creativity to analyze large volumes of diverse data and develop algorithmic solutions and models to solve complex problems
- Influence directly on the way billions of people discover the internet
- Work on
- Adam Singolda, Taboola Founder and CEO says; “You can copy anything from another business but you can't copy a company's culture.
- Well-being: Enjoy comprehensive benefits (health, etc.), a fully stocked kitchen, and location-specific perks (gym partnerships, parking).
- Flexibility: We offer a hybrid work schedule with 3 days in-office with an option to come in more often if desired.
- Work with some of the biggest names: We work with some of the biggest names in the business. Our publisher partners include Yahoo, Conde Nast, Fox Sports, NBCU, ESPN, CBS, and E! Online. Our advertiser clients include Wells Fargo, Honda, Pinterest, Expedia and Honda.