Careers at Bigabid

Principal Data Scientist

Bigabid is at the forefront of harnessing the power of data for mobile app growth. Built by a team of dedicated data scientists and engineers, our proprietary ad platforms, driven by machine learning, deliver unmatched results in the industry. We're proud to serve a rapidly expanding clientele of major app developers with cutting-edge programmatic user acquisition and retargeting technologies. Through our technology, we sift through tens of TB of raw data daily to make real-time ad recommendations.

We're seeking a Principal Data Scientist to enhance product performance and cost-effectiveness by leveraging expertise in ML and infrastructure systems. This role involves delivering data-driven insights and scientific solutions, exploring new vertical landscapes, and harnessing the extensive data resources available at Bigabid for deeper understanding.

At Bigabid, talent never goes unnoticed. We foster a collaborative environment where each individual is encouraged to grow and contribute to our shared success. While we push boundaries and redefine standards, we always remember to have fun.

Responsibilities:

Lead the research and productization focused on understanding clients from new and emerging verticals.
Deliver end-to-end ML products - from data QA to research, model development, prototyping, offline validation, production implementation, and online testing.
Develop ML solutions using advanced techniques, specially tailored for new business landscapes.
Creating a solid experiment design and metric framework to deliver trustworthy and impartial insights vital for guiding product and business decisions with reliability.
Utilize the scientific method in designing, creating, tuning, and interpreting machine learning models tailored for these verticals.
Write production-quality code using Python.
Perform data manipulation, validation, and cross-vertical research.
Innovate with fresh research ideas and insights that can provide value to clients from diverse verticals.
Collaborate closely with our product and data engineering teams to identify trends, solve problems, and discover opportunities.

Requirements:

6+ years of experience in one or more of the following: Data Analysis and Exploration, statistical modeling, creating dashboards or reports, especially in the context of researching new business verticals or client segments.
4+ years of experience as a Data Scientist
Proficiency in various machine learning techniques (e.g. DNN, random forest, gradient boosted trees, k-means clustering, XGBoost, Embeddings)
Familiarity with tools commonly used in ML practices (e.g. TensorFlow, Keras, Scikit-learn, Pandas, Jupyter Notebook)
Proficient scripting and programming skills in Python.
Proficiency in experimental design, hypothesis testing, and diverse statistical analysis techniques like regression or linear models is a prerequisite, requiring robust knowledge and hands-on experience.
Strong problem-solving abilities, adept at articulating product inquiries, extracting insights from large datasets, and using statistics to make informed recommendations
Demonstrated capacity to take full ownership of projects from start to finish, showcasing initiative and creativity beyond mere task completion.
Exhibited leadership and self-driven initiative, coupled with a willingness to both mentor others and embrace novel learning methodologies.

Please fill out the form below to submit your interest.

Careers at Bigabid

Principal Data Scientist

Requirements:

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