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Senior Data Scientist

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Dublin, County Dublin, Ireland · Full Time

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Experience
5+ yrs
Salary
Openings
1
Posted
hace 1 semana
Work mode
In office
Education
Master's or PhD in a quantitative field preferred
Resume
Required to apply

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Job description

About Verve

Verve offers a cutting-edge, privacy-centered platform that revolutionizes how advertising is purchased and monetized. Combining data, media, and technology, Verve delivers measurable growth for advertisers and publishers across devices and locations. Operating from 30 global offices, Verve collaborates with over 90 of the top 100 U.S. advertisers, 4,000 global publishers, and leading demand-side platforms.

Role Overview

The Senior Data Scientist in Yield Optimization will lead the development of sophisticated data science models, enhancing Verve's portfolio which includes Demand Shaping, Floor Optimization, and Bid Optimization strategies. This hands-on leadership role involves managing complex projects, solving intricate technical challenges, and driving innovation in model design and system scalability.

Key Responsibilities

  • Lead the architecture and implementation of complex, large-scale data science systems and predictive models.
  • Promote technical excellence across Yield Optimization products including areas like Demand Shaping and real-time bid adjustment.
  • Advocate for adoption of new technologies and methodologies to keep Verve competitive in AdTech.
  • Manage and execute broad initiatives with multiple dependencies, involving cross-team collaboration.
  • Design customized solutions to address challenging technical issues independently.
  • Create scalable, maintainable systems for processing large datasets and serving models in real time.
  • Make decisions on architectural trade-offs balancing business objectives and technical debt.
  • Serve as a mentor and technical guide to data scientists and engineers across teams.
  • Enhance team tools, methodologies, and documentation to raise overall technical capability.
  • Work closely with Product Management and Backend Engineering to align technical roadmaps with long-term business strategies.
  • Maintain direct involvement in coding critical model components, performing advanced statistical analyses, and crafting robust A/B testing protocols.

Required Qualifications and Expertise

  • At least 5 years of professional experience in Data Science or Machine Learning with impactful project delivery.
  • Strong background in AdTech, particularly programmatic auctions, supply-demand matching, and real-time bidding optimization.
  • Expert proficiency in Python and SQL programming languages.
  • Extensive experience with ML frameworks such as TensorFlow, PyTorch, or Scikit-learn, applied at production scale.
  • Solid familiarity with Big Data technologies and cloud platforms such as PySpark and Google Cloud Vertex AI.
  • Proven expertise designing and managing large distributed systems and real-time machine learning pipelines.
  • Excellent communication skills to effectively influence diverse technical and business stakeholders.
  • Adept at navigating complex team dynamics to align around technical vision and architecture standards.
  • Advanced academic degree preferred (Master's or PhD) in quantitative disciplines like Applied Mathematics, Statistics, Computer Science, or Physics.

Diversity and Privacy

Verve is committed to providing equal employment opportunities and maintains a harassment-free workplace without discrimination influenced by race, gender, religion, age, nationality, disability, sexual orientation, or other protected characteristics. Residents in California or the EU/UK are informed about privacy rights related to their personal data.

Level

Senior

Minimum education

Master's Degree

Tools & software

PyTorch TensorFlow PyTorch required TensorFlow required

How they work

Communication Teamwork & Collaboration Problem Solving Leadership
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