Data Scientist • Mid-Level

Who you are

You have a strong background in data science, with experience in building and productionizing models and algorithms for information retrieval and ranking. Your expertise in natural language processing (NLP) allows you to design and implement effective NLP pipelines for classification, entity extraction, and topic modeling. You are comfortable working with various data platforms, including BigQuery, ClickHouse, and Postgres, and have a solid understanding of data engineering practices. You thrive in collaborative environments, partnering closely with engineering, product, and marketing teams to turn ambiguous questions into actionable insights and features.

You possess strong programming skills in Python and SQL, enabling you to manipulate and analyze large datasets efficiently. Your familiarity with tools like dbt and Airflow helps you streamline data workflows and ensure data quality. You are also experienced with machine learning frameworks such as PyTorch and Hugging Face, which you leverage to develop and deploy machine learning models. You are passionate about the intersection of AI and marketing, and you understand the impact of AI technologies on user experience and information discovery.

What you'll do

In this role, you will design, prototype, and productionize models and algorithms that enhance retrieval, ranking, and relevance quality across web and AI-assisted surfaces. You will build and optimize NLP pipelines that support various applications, ensuring that the information retrieval process is efficient and effective. Your responsibilities will include conducting experiments to measure the performance of different models and algorithms, analyzing the results, and iterating on your designs based on data-driven insights. You will collaborate with cross-functional teams to identify key metrics and define success criteria for your projects.

You will also engage in knowledge graph and semantic web systems development, contributing to the overall architecture and functionality of Scrunch's platform. Your work will directly impact how brands are discovered and engaged with in an AI-first future. You will be expected to stay updated on the latest advancements in AI and machine learning, applying new techniques and methodologies to improve Scrunch's offerings continuously. You will have the opportunity to mentor junior team members and contribute to a culture of learning and innovation within the organization.

What we offer

Scrunch AI provides a dynamic work environment where you can make a significant impact on the future of marketing and AI. We offer competitive compensation and benefits, along with opportunities for professional growth and development. You will be part of a mission-driven team that values diversity and inclusion, and we encourage you to apply even if your experience doesn't match every requirement. Join us in shaping the future of how brands connect with consumers in an AI-driven world.