Technical Lead Manager, Megamind, Contributor Trust Modeling

8 - 12 years

0 Lacs

Posted:1 day ago| Platform: Shine logo

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On-site

Job Type

Full Time

Job Description

Role Overview: As a Technical Lead Manager for the Contributor Trust Modeling team in Geo at Google, you will play a crucial role in enhancing Google Maps information quality by utilizing machine learning (ML) to identify user intent and differentiate between trustworthy and abusive behavior. Your responsibilities will include mentoring engineers, overseeing the development and deployment of ML systems, and setting the team's technical direction in collaboration with cross-functional teams to improve user experiences for Google Maps users and local merchants. Key Responsibilities: - Collaborate with cross-functional partner teams to evolve the strategy while guiding the team to enhance solution quality. - Drive development efforts to enhance the team's understanding of contributors" intent, reliability, skills, and expertise to create a positive user experience. - Contribute to machine learning systems and foster cross-functional partnerships. - Engage in projects across various technical domains such as ML modeling, feature engineering, quality experimentation, data pipelines, low-latency infrastructure, and production stability. - Work closely with teams and cross-functional partners across Maps and Google. Qualifications Required: - Bachelor's degree or equivalent practical experience. - 8 years of experience in software development. - 5 years of experience with ML design, ML architecture, and ML infrastructure (e.g., model deployment, model evaluation, data processing, debugging, fine-tuning). - Experience with Generative AI and AI Algorithms. - Experience in a specific ML domain relevant to the team's work, such as Natural Language Processing (NLP), Generative AI, and Graph Neural Networks (GNNs). - Experience with MLOps practices, including model monitoring, versioning, and CI/CD pipelines for ML. - Ability to translate high-level business goals into concrete technical deliverables and long-term technical strategies.,

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