Position Details
About this role
This role involves developing machine learning models and production systems to optimize mobile advertising performance and revenue.
Key Responsibilities
- Build statistical models and production systems
- Tune optimization parameters
- Design and run experiments
- Develop applications for advertiser growth
- Collaborate with cross-functional teams
Technical Overview
The technical environment includes Python, ML frameworks like PyTorch and TensorFlow, SQL, and large-scale data analysis and modeling.
Ideal Candidate
The ideal candidate is a mid-level machine learning engineer with a PhD in a related field, strong coding skills, and experience applying ML and economics to large-scale problems. They should be proficient in developing statistical models, tuning algorithms, and working in a collaborative, remote environment.
Must-Have Skills
Nice-to-Have Skills
Tools & Platforms
Required Skills
Hard Skills
Soft Skills
Industry & Role
Keywords for Your Resume
Deal Breakers
Lack of PhD or equivalent experience, No experience with large-scale machine learning applications, Inability to work remotely in the US, Lack of strong coding skills
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