Machine Learning Operations Engineer
Job Summary
Job Description:
Integral Ad Science (IAS) is a global technology and data company that builds verification optimization and analytics solutions for the advertising industry and were looking for a Machine Learning Data Engineer to join our Data Science team. If you are excited by technology that has the power to handle hundreds of thousands of transactions per second; collect tens of billions of events each day; and evaluate thousands of data-points in real-time all while responding in just a few milliseconds then IAS is the place for you!
As a Machine Learning Data Engineer you will be part of a team that is a center of innovation and data quality for the company and a major contributor to the companys core products. You will design and implement data pipelines build and run tools into large scale production systems in the brand safety domain for advertising inventory across open web social networks video/CTV and mobile apps. As part of the Data Quality and Ontology Services team within the data science organization you will be responsible for multimedia data pipeline building & maintenance tool & services design for data inspection and data visualization of model quality. You will bring expertise in software and data engineering following CICD best practices and data engineering.
What youll get to do
Work with the team to design/maintain data pipelines and engineering infrastructure to support our annotation systems at scale
Develop and deploy scalable tools and services to handle data for annotated data inspection biases and error patterns investigation
Build data visualization dashboards to provide results in a digestible way
Apply software engineering rigor and best practices in developing database designs and implementations CI/CD and automation pipelines as well as robust and scalable software.
Collaborate with taxonomists knowledge engineers linguistics machine learning researchers data scientists and data engineers
Work across multiple time zones within your time zone working hours
You should apply if you have most of of this experience:
Masters Degree in Information Data or Computer Science/Engineering
1-3 years of experience in building custom integration between cloud based systems data pipeline design and/or API/SDK interaction with 3rd party companies
Experience in Python Spark SQL Cloud Environments (AWS) Databricks Github
Good to have: experience working with annotation crowd/tools ability to understand tools used by data scientists knowledge of Big Data frameworks experience in API interaction Agile and CI/CD
Good communication skills team-oriented
Fluent in English
About Integral Ad Science:
Integral Ad Science (IAS) is a leading global media measurement and optimization platform that delivers the industrys most actionable data to drive superior results for the worlds largest advertisers publishers and media platforms. IASs software provides comprehensive and enriched data that ensures ads are seen by real people in safe and suitable environments while improving return on ad spend for advertisers and yield for publishers. Our mission is to be the global benchmark for trust and transparency in digital media quality. For more information visit .
Equal Opportunity Employer:
IAS is an equal opportunity employer committed to our diversity and inclusiveness. We will consider all qualified applicants without regard to race color nationality gender gender identity or expression sexual orientation religion disability or age. We strongly encourage women people of color members of the LGBTQIA community people with disabilities and veterans to apply.
California Applicant Pre-Collection Notice:
We collect personal information (PI) from you in connection with your application for employment or engagement with IAS including the following categories of PI: identifiers personal records commercial information professional or employment or engagement information non-public education records and inferences drawn from your PI. We collect your PI for our purposes including performing services and operations related to your potential employment or engagement. For additional details or if you have questions contact us at
Attention agency/3rd party recruiters: IAS does not accept any unsolicited resumes or candidate profiles. If you are interested in becoming an IAS recruiting partner please send an email introducing your company to We will get back to you if theres interest in a partnership.
#LI-HybridRequired Experience:
IC
About Company
Integral Ad Science delivers the industry’s most actionable data to drive superior results for the world’s largest advertisers, publishers, and platforms.