Senior Data Scientist

Overview

In This Role, You Will

• Work with a talented group of data scientists, software developers and product owners to identify possible applications for AI and machine learning.
• Understand Cvent's product lines, their business models and the data collected.
• Perform machine learning research on various types of data ( numeric, text, audio, video, image).
• Deliver machine learning models in a state that can be picked up by a software development team and operationalized via Cvent's products.
• Thoroughly document your work as well as results, to the extent that another data scientist can replicate them.
• Progressively enhance your skills in machine learning, writing production-quality Python code, and communication.
  

Here's What You Need

• A Bachelor's degree in a quantitative field (natural sciences, math, statistics, computer science).
• At least 3 years of experience working as a data scientist in industry.
• In-depth familiarity with the Linux operating system and command-line work.
• Conceptual and technical understanding of machine learning, including model training and evaluation.
• Experience with formal Python coding.
• Proficiency in machine learning packages in Python.
• Familiarity with Generative AI based system development.
• Experience with relational databases and query-writing in SQL.
• Knowledge of linear algebra and statistics.
• Skills in data exploration and interpretation.
  

It Will Be Excellent If You Also Have

• A Master's or PhD degree in a quantitative field.
• Experience with Databricks and/or Snowflake platforms.
• Ability to write production-quality Python code with testing coverage.
• Experience working on a cloud platform (AWS/Azure/Google Cloud), especially machine learning R&D on a cloud platform.
• Knowledge of the software development lifecycle, including Git processes, code reviews, test-driven development and CI/CD.
• Experience with A/B testing.
• Skills in data visualization and dashboarding.
• Knowledge of how to interact with a REST API.
• Proven ability for proactive, independent work with some supervision.
• Strong verbal and written communication.