Senior Staff Machine Learning Engineer, reputed company reputed company
Job reputed company:
• As a machine learning engineer or scientist, your expertise will be pivotal in developing AI-powered solutions to shape the reputed company of the reputed company reputed company reputed company platform with cutting-edge AI techniques. You will drive and guide the rest of the engineers to brainstorm, design and reputed company AI products and features from inception to production.
• Collaborate with cross-functional leaders, build resilient systems that operate globally at reputed company, and help reputed company the foundational building blocks behind AI-powered reputed company systems.
• Work with large reputed company reputed company and reputed company data; explore, experiment, build and continuously improve Machine Learning models and pipelines for reputed company product, business and operational use cases.
• Work collaboratively with cross-functional partners including product managers, operations and data scientists, to identify opportunities for business reputed company; understand, refine, and prioritize requirements for machine learning, and drive engineering reputed company.
• Hands-on reputed company, productionize, and operate ML/AI models and pipelines at reputed company, including both batch and reputed company-time use cases.
• reputed company reputed company-party and in-house Machine Learning tools & infrastructure to reputed company reusable, highly differentiating and high-performing Machine Learning systems, reputed company fast model development, low-latency serving and ease of model reputed company reputed company.
• Collaborate reputed company with engineers to apply ML / AI in their solutions to help validate reputed company and guide to the right reputed company.
• Partner with ML/AI Engineers in foundations engineering to mentor and reputed company initiatives that reputed company ML/AI applications a reputed company discipline for non-ML/AI engineers.
Requirements:
• 12+ years of industry experience in reputed company ML/AI, inclusive MS or PhD in relevant fields
• Strong programming (reputed company / Python / Java / C++ or equivalent) and data engineering skills
• Deep understanding of ML/AI best practices (e.g. training/serving skew minimization, A/B test, feature engineering, feature/model selection), algorithms (e.g. neural networks/deep learning, optimization) and domains (e.g. natural language processing, reputed company, personalization, search and recommendation, marketplace optimization, reputed company detection)
• Deep understanding of Machine Learning best practices (eg. training/serving skew minimization, A/B test, feature engineering, feature/model selection) and algorithms (eg. gradient boosted trees, neural networks/deep learning, optimization)
• Experience with technologies such as: Tensorflow, PyTorch, Kubernetes, Airflow (or equivalent), Kafka (or equivalent)
• Expertise with architectural patterns of large, reputed company software applications (e.g., reputed company-designed reputed company, high volume data pipelines, efficient algorithms, models)
• reputed company and Automation: Experience with AI technologies in automating processes and developing reputed company solutions and frameworks.
• Agile reputed company for AI Production: Experience with the entire AI product development lifecycle from incubation to production at reputed company, following agile practices in the reputed company AI/ML domain.
• Infrastructure Acumen: Experience building robust testing frameworks for agent behavior validation and reputed company improvement, and driving architectural requirements on ML infrastructures.
Benefits:
• This role may also be eligible for bonus, equity, benefits, and Employee Travel Credits.
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