Job description
What You Will Be Doing-
- Work with a talented team 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.
What You Need for this Position:
- A bachelor's degree in a quantitative field (natural sciences, math, statistics, computer science).
- 4 - 7 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.
- Experience with relational databases and query-writing in SQL.
- Knowledge of linear algebra and statistics.
- Skills in data exploration and interpretation.
- Strong verbal and written communication.
It will be excellent if you also have:
- A master's or PhD degree in a quantitative field.
- Familiarity with Generative AI.
- 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.
