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InMobi

Mobile ad platform with DSP/SSP

Machine Learning Engineer - Ad Sciences

Applied Machine LearningConfirmed live in the last 24 hours
Full-timeSan Mateo, CA, USAIn-person

About the Job

Requirements

  • A master's degree in machine learning or a related field is required; a PhD is a plus.
  • At least 3 years of experience as a Machine Learning Engineer building state-of-the-art machine learning or deep learning systems at extreme scale.
  • Expertise in large-scale distributed data systems, including high-performance relational and key-value stores, orchestrators such as Airflow, and data transformations in Spark.
  • Expertise in Python.
  • Expertise in PyTorch or a similar ecosystem.
  • Experience with accelerator-based inference systems such as Triton and optimization backends such as ONNX and TensorRT.
  • Experience with cloud platforms and container orchestration using Kubernetes.

Responsibilities

  • Build and support training pipelines and model implementations that maximize experimentation velocity.
  • Adapt open-source large language model infrastructure such as DeepSpeed and OpenRLHF to meet InMobi-specific post-training needs.
  • Optimize online and batch inference for low latency and cost efficiency.
  • Build monitoring and evaluation solutions to keep the infrastructure reliable and models behaving as expected.
  • Leverage data features across the product portfolio to strengthen data pipelines and unlock new features for training and inference.
  • Explore new platforms and ecosystems, such as JAX on TPUs, to help diversify compute.
  • Collaborate closely with Applied Scientists on active research, contributing directly to experiment design and modeling.

Desired Qualifications

  • Familiarity with Java, especially in high-performance serving systems.
  • Knowledge of deep recommender systems, including two-tower and attention-based architectures.
  • Knowledge of reinforcement learning systems, including reinforcement learning approaches, reward signals, and post-training feedback loops.
  • Understanding of the advertising ecosystem, including OpenRTB, supply-side platforms, demand-side platforms, ad exchanges, and mobile measurement partners.

About the Company

InMobi

Mobile ad platform with DSP/SSP

InMobi operates a global mobile advertising platform that helps advertisers buy and publishers monetize in-app ad space using programmatic technology. The platform combines a demand-side platform (DSP) for buying and a supply-side platform (SSP) for selling, enabling real-time automated ad placements and better targeting. It adds analytics and optimization tools to improve ad performance and reduce fraud, and earns revenue by taking a percentage of transactions on the platform; it also runs InMobi U to educate marketers and publishers about in-app programmatic advertising. Its goal is to help clients reach the right audiences, optimize ad spend, and maximize app monetization, distinguishing itself with an integrated suite for both buyers and sellers in the in-app ecosystem.

Company size
51-200
Company stage
Private
Total funding
$774.3M
Headquarters
Kadubeesanahalli, India
Founded
2007

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