Unternehmen
Data scientists at TTD work closely with engineering throughout the lifecycle of the product, from ideation to productionization and monitoring. Our data scientists are end-to-end owners. You will participate actively in all aspects of designing, researching, building, and delivering data-focused products for our clients and traders.
Aufgaben
- Develop forecasting models using statistical, ML and deep learning approaches.
- Build and optimize pacing algorithms that balance short-term performance with long-term objectives and constraints.
- Build custom solutions tailored to our unique environment, where off-the-shelf models often don't scale effectively.
- Collaborate with product teams to understand business goals and translate them into actionable data science solution.
- Work closely with engineering teams to deploy models from prototype to production, ensuring smooth integration into products.
- Define success metrics, conduct offline evaluation and online experiments (A/B testing), and measure business impact.
- Communicate technical results and tradeoffs clearly to technical and non-technical audiences.
Anforderungen
- Proficient in open-source languages, you have a strong passion for enhancing and expanding your technical skills. Your expertise includes hands-on development of predictive models and solutions utilizing open-source tools and cloud computing platforms. Has a deep understanding of the foundations of statistics and machine learning.
- Hands-on experience building data science solutions at scale. A track record of owning a project end-to-end (from research to production), and partnership with a cross-functional team of data scientists, engineers, and product managers to deliver the data science solution and models.
Benefits
- Comprehensive healthcare (medical, dental, and vision) with premiums paid in full for employees and dependents
- Retirement benefits such as a 401k plan and company match
- Short and long-term disability coverage
- Basic life insurance
- Well-being benefits
- Reimbursement for certain tuition expenses
- Parental leave
- Sick time and vacation time
- Around 13 paid holidays per year
- Employee Stock Purchase Plan