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Data Scientist

ZEFR

ZEFR

Data Science
Israel
Posted on Thursday, May 30, 2024

What we do:

Zefr is the global leader in brand suitability targeting and measurement across the world’s largest platforms. Zefr’s technology is helping to power the age of responsible marketing by putting advertisers in control of their content adjacencies based on their own unique brand safety and suitability preferences, mapped to the Global Alliance of Responsible Media’s (GARM) industry standards. As an official YouTube Measurement Program Partner, Meta for Business Partner, and TikTok for Business Partner, the company leverages patented machine learning and AI technology (Cognition AI) to offer brands and agencies more precise and transparent brand safety and suitability activation and measurement solutions on scaled platforms. The company is headquartered in Los Angeles, California, with additional locations across the globe.

What you’ll do:

We are hiring a Data Scientist focused on algorithm development and implementation of natural language processing and computer vision models. These models are applied to tens of millions of social media posts daily! You will be working with state of the art transformer models, as well as large language models and vision language models, to build sophisticated compound AI systems. Additionally we work with semantic and image similarity search, leveraging vector databases storing hundreds of millions of content embeddings to find relevant data! You will be expected to work with all of these components, balancing cost and quality to develop the best performing classifiers possible! We are excited to welcome someone who is passionate about cutting edge research in machine learning and computer vision. We want an individual who can keep up to date with the ever-expanding field of Data Science. This is a role where we both expect to learn from you and have you learn from us!

Tech stack:

  • Languages: Python, SQL
  • Data Stores: Snowflake, OpenSearch
  • Data Processing: Apache Kafka, Pandas, DBT, FastAPI, Parquet
  • DevOps: Github, Docker, Kubernetes, AWS, GCP
  • MLOps: Transformers, Weights and Biases, Onnx, HuggingFace, VertexAI

What we’re looking for:

  • Bachelor's or Master's degree in Computer Science or related field
  • Strong Data Science background and Data Analysis skills
  • Keeping up with applied research in machine learning and computer vision
  • Fluency with Python and SQL (Specifically Snowflake)
  • Experience with working with Large language models, vector search and RAG systems
  • Strong foundation in data structures, algorithms and software design
  • Strong verbal and written communication skills
  • Openness to new technologies and creative solutions

Zefr is an equal opportunity employer that embraces diversity and inclusion in the workplace. We are committed to building a team that represents a variety of backgrounds, skills, and perspectives because we know this only makes us better. We strongly encourage women, persons of color, LGBTQIA+ individuals, persons with disabilities, members of ethnic minorities, foreign-born residents, and veterans to apply even if you do not meet 100% of the qualifications.