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Machine Learning Engineer
- San Francisco, California, United States
- San Francisco, California, United States
Über
The Modeling team is responsible for Machine Learning (ML) systems at Quantcast. We build and maintain multiple ML products that price millions of bid requests per second in a real-time auction environment to maximize advertiser outcomes. For each bid our models predict age, gender, viewability, fraud, advertiser relevance and many more characteristics. Using NLP, clustering and LLMs we build topics in multiple languages to help our advertisers target customers interested in relevant content.
As a Machine Learning Engineer you care about the health and maintainability of our systems and the velocity of the engineering teams. You explore data, research new algorithms, experiment with proof of concepts, and build out scalable real-time production systems to tackle challenges the company faces.
What you'll do:
Design, code, test, and debug ML applications and constantly improve large-scale global systems that respond to millions of real-time requests per second efficiently.
Run Machine Learning experiments to test new modeling ideas.
Write clean, efficient, and maintainable code using industry best practices.
Collaborate closely with engineering teams, to deliver high-quality ML products. Participate in code reviews and provide constructive feedback to team members.
Identify performance bottlenecks and optimize system components for enhanced scalability.
Keep up to date with developments in machine learning outside the company.
Who you are:
New Grad to 1 year of experience.
You must be work-authorized in the United States without the need for employer sponsorship.
This is a hybrid role based in our San Francisco office. To ensure a manageable commute for in-office days, candidates must reside within a 60-mile radius of San Francisco, CA. No relocation candidates at this time.
Fluency in Python, Java or similar programming languages.
Strong skills in mathematics and statistics.
Working knowledge of ML algorithms such as classification, control systems, optimization, clustering, LLMs or recommendation systems.
An interest in distributed system and software design, concurrent algorithms, data structures, and software engineering.
The expected base salary range for this role is $151,300 to $178,000.
At Quantcast, we craft offers that reflect your unique skills, expertise, and geographic location. On top of a competitive salary, this position includes a performance bonus, equity, and a comprehensive benefits package. For more details, visit our Careers Page and see how we support our team. We are headquartered in San Francisco with offices around the world. Quantcast is an Equal Opportunity Employer. Please see the Applicant Privacy Notice for details on our applicant privacy policy. Join the team that unlocks potential.
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Sprachkenntnisse
- English
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