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PubMatic is seeking a Senior Machine Learning Platform Engineer to design and enhance machine learning infrastructure that supports large-scale data analytics in the adtech industry. The role involves collaboration with cross-functional teams to optimize ML workflows, utilizing advanced technologies to handle vast datasets.
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Job Summary
You will design and scale the infrastructure and frameworks that enable machine learning development across a global ecosystem handling trillions of ad impressions.
The role involves building large-scale data workflows using distributed systems like Spark, Hadoop, Kafka, and Snowflake to support analytics and model training.
You will collaborate with ML Engineers and Data Scientists to translate AI solutions from concept to production while establishing foundational capabilities like embeddings and observability frameworks.
Matching Summary
Match Score: 75
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PubMatic is seeking a Senior Machine Learning Platform Engineer to design and enhance machine learning infrastructure that supports large-scale data analytics in the adtech industry. The role involves collaboration with cross-functional teams to optimize ML workflows, utilizing advanced technologies to handle vast datasets.
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Skills & Requirements
Must-have
Scalable ML pipeline development
Distributed systems Spark Hadoop Kafka
Model observability and drift monitoring
GPU accelerated computing optimization
Triton inference server experience
Nice-to-have
Reinforcement learning implementation
Retrieval-augmented generation RAG
Embedding framework creation
Competitive intelligence analytics
Bid stream troubleshooting expertise
Key Requirements
Senior level experience in ML platform engineering
Proficiency in Python and distributed computing frameworks
Experience with cloud infrastructure and containerization