Job Description
Join Yahoo's Data and Common Services (DCS) team within the Yahoo Advertising Engineering organization as a Senior Software Engineer specializing in Machine Learning. This role is pivotal in developing the core data infrastructure and services that enhance user and contextual targeting, privacy, and analytics for Yahoo's advertising platforms.
Responsibilities
- Collaborate with data scientists and product teams to understand and address end-to-end requirements for prototype and production software development.
- Build large-scale distributed machine learning architecture on public and private clouds.
- Perform large-scale machine learning operations, including feature engineering, model tuning, model deployment, and performance monitoring.
- Utilize experience with distributed file systems, database architecture, and data modeling to organize and process large data sets.
- Develop streaming platforms using the latest streaming technologies to support research and production needs.
- Identify potential performance bottlenecks and scalability issues to critique or justify the design of new algorithms.
- Work with modern development methodologies such as Agile, Scrum, Test Driven Development, and SDLC.
Minimum Qualifications
- M.S. in Computer Science or Engineering, or B.S. in related fields.
- Strong programming skills in Java, Python, Spark, Scala, and SQL.
- Experience with big data technologies including Hadoop, Hive, Spark, and Flink.
- Knowledge of machine learning techniques such as feature engineering, decision trees, MLPs, logistic regression, and transformers (BERT/GPT).
- Experience in building robust, scalable, distributed services.
- Familiarity with AWS and AWS SageMaker.
- Experience in all aspects of software development including architecture, design, implementation, and production support.
- Knowledge of CI/CD and DevOps tools and processes.
- Excellent written and verbal communication skills.
About Yahoo
Yahoo serves as a trusted guide for millions globally, offering a portfolio of iconic products. Yahoo Advertising provides omnichannel solutions and powerful data to engage with brands and deliver results.
Work Environment
Yahoo offers a flexible hybrid working model, allowing employees to work remotely with occasional on-site sessions for team-building or other events. Yahoo is committed to providing an accessible environment for all candidates and employees.
Equal Opportunity
Yahoo is proud to be an equal opportunity workplace. All qualified applicants will receive consideration for employment without regard to age, race, gender, color, religion, national origin, sexual orientation, gender identity, veteran status, disability, or any other protected category.
Benefits Extracted with AI
- Flexible hybrid working
- Equal opportunity workplace
- Accessible environment for all candidates
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