Data Scientist for Performance-Driven Advertising Solutions

2 weeks ago


Bengaluru, Karnataka, India Aarki Full time

Aarki is an innovative AI company that develops cutting-edge advertising solutions to drive mobile revenue growth. With a strong focus on privacy-first practices, we utilize trillions of contextual bidding signals and proprietary behavioral models to find audiences.

We have worked with hundreds of advertisers over 14 years and process 5M mobile ad requests per second from over 10B devices, delivering performance metrics that exceed industry norms.

As a Data Scientist for our engineering team in Bangalore, you will be part of the core team building and growing our programmatic demand-side platform (DSP). This advanced platform leverages machine learning algorithms and state-of-the-art software architecture to deliver exceptional results.

Key Responsibilities:

  • Design and implement algorithms and pipelines for solving optimization and machine learning problems
  • Develop user response prediction, CTR/CVR estimation, bid landscape forecasting from censored data, and bidding and budget pacing strategies
  • Analyze system performance relative to various key metrics and establish a framework for fast iterative development

Requirements:

  • A minimum of 5 years of experience in machine learning domains such as recommender systems, Bayesian inference, latent variable models, neural networks, or deep learning
  • Strong working knowledge of machine learning, data modeling, and visualization
  • Experience with Python, TensorFlow/PyTorch, Scikit-Learn, XGBoost, and deploying machine learning models to production systems
  • Preferred experience with RTB (real-time bidding) or other computational advertising problems, data warehousing systems, MPP databases, auction and game theory, and network and system administration of high throughput/high load environments

Compensation: We offer a competitive salary of $180,000 - $220,000 per annum, commensurate with experience, plus additional benefits including health insurance, retirement plan, and generous paid time off.



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