Senior Data Scientist

Senior Data Scientist

adsquare GmbH

Berlin
Machine Learning
Data Science
Python
SQL
AWS
Geospatial Data
Statistical Modeling
Data Visualization
Cloud Computing

Hexjobs Insights

Senior Data Scientist at Adsquare in Berlin, focusing on ML development, data quality, and integration in programmatic advertising. Requires strong skills in Python, SQL, and cloud environments.

Schlüsselwörter

Machine Learning
Data Science
Python
SQL
AWS
Geospatial Data
Statistical Modeling
Data Visualization
Cloud Computing

Intro

Adsquare's mission is centered on:

  • Passion: Solving complex challenges with exceptional people, technology, and data.
  • Niche: Specializing in Location Intelligence for Programmatic Advertisers.

Our work is guided by our core values, and we look for candidates who embody them:

  • Drive: Turning ambition into action that brings valuable outcomes.
  • Resilience: Adapting, persevering, and growing stronger through challenges.
  • No BS: Upholding honesty, transparency, and clear communication.
  • Humble: Valuing modesty and letting results speak for themselves.
  • Moral Compass: Acting with fairness, integrity, and respect.

Your tasks

Your Mission

As a Senior Data Scientist at Adsquare, you will transform massive geospatial and behavioral datasets into production-ready intelligence. You won't just build models in a vacuum; you will collaborate with ML Engineers and Product owners to integrate advanced analytics into our core programmatic advertising platform. This role is a blend of high-scale engineering and rigorous scientific research.

What you will do

  • End-to-End ML Development: Design, train, and deploy machine learning models at scale, focusing on location intelligence and audience attributes.
  • Production Excellence: Partner with Data/ML Engineers to ensure models are robust, monitored, and seamlessly integrated into our cloud-native production workflows.
  • Strategic R&D: Lead research initiatives involving LLMs (LangChain, MCPs, specialized agents) and classical statistical/ML modeling to solve complex spatial problems.
  • Data Advocacy: Conduct rigorous EDA and experiment design to ensure data quality and provide actionable insights for strategic decision-making.
  • Scientific Contribution: Represent Adsquare by contributing to peer-reviewed publications and staying at the forefront of spatial data science.

Your profile

Your Profile

  • Experience: 5+ years (B.S.), 3+ years (M.S.), or 1+ year (Ph.D.) in a hands-on Data Science role.
  • Theoretical Mastery: Strong foundation in Probability, Inferential Statistics, Linear Algebra, and Experimental Design.
  • Python Stack: Expert proficiency in pandas, scikit-learn, PyTorch/TensorFlow, and FastAPI.
  • Large-Scale Data: Proven experience querying and manipulating TB-scale datasets using SQL (e.g., BigQuery, Athena, Redshift, or Snowflake).
  • Cloud Production: Experience deploying and monitoring models within AWS (SageMaker, Lambda) or similar cloud environments.

Educational Background:

Bachelor’s or Master’s degree (Ph.D. is an advantage) in a relevant quantitative empirical science field (e.g., Mathematics, Physics, Statistics, Engineering, Machine Learning, Computer Science, Economics, Social Sciences, Psychology, Neuroscience) or equivalent practical experience.

Soft Skills & Personal Attributes:

  • A strong commitment to Adsquare's core values: Drive, Resilience, No BS, Being Humble, and a strong Moral Compass.
  • Exceptional written and verbal communication skills, with the ability to translate complex technical concepts into clear, actionable insights.
  • A proactive, research-driven approach to creatively and precisely solving complex challenges.

Desired Background

Our Software Stack

  • Languages: Python, SQL
  • Tools: AWS (SageMaker, Redshift, Athena), Snowflake, dbt, FastAPI, Docker
  • ML/AI: PyTorch, Scikit-learn, LangChain, Streamlit

Your Opportunities

At Adsquare, you will work at the cutting edge of data science and machine learning in a dynamic, value-driven environment. We are committed to our team's growth, empower you to challenge the status quo, and offer a platform where your contributions directly shape the future of location intelligence for programmatic advertisers.

If you are passionate about leveraging data science to drive innovation, eager to contribute to a talented team, and committed to our core values, we encourage you to apply.

Aufrufe: 1
Veröffentlichtvor etwa 19 Stunden
Läuft abin 29 Tagen
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