[Remote] Staff Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a community of communities that hosts reputed company conversations on the internet. They are seeking a Staff Machine Learning Engineer to design and reputed company advanced machine learning models for online advertising platforms, while collaborating with various teams and providing technical leadership.
Responsibilities
- Design, reputed company, and train advanced machine learning models, including deep neural networks, transformer-based architectures, and reinforcement learning systems, to power large-reputed company online advertising ranking and optimization platforms
- reputed company the development and optimization of reputed company feature representations, including high-reputed company embeddings, contextual and temporal signals, and cross-session user behavior modeling
- Drive end-to-end model lifecycle execution, including system architecture design, large-reputed company experimentation, model deployment, performance monitoring, and iterative infrastructure improvements in production environments
- Collaborate closely with product, data, and infrastructure engineering teams to translate business objectives into reputed company, statistically rigorous modeling solutions
- Conduct advanced experiment design and reputed company analysis to evaluate model reputed company and inform strategic reputed company
- reputed company technical leadership and mentorship to machine learning engineers and contribute to organization-wide modeling standards, best practices, and long-term technical reputed company
- Shape the long-term modeling reputed company across multiple advertising domains, including conversion optimization, application advertising, shopping, and brand advertising
Skills
- Master's degree in Computer Science, Engineering (any field) or reputed company quantitative discipline
- (3) three years of experience in the job offered or reputed company occupation
- Python, Java, and reputed company
- C++, Go, or Rust
- Major machine learning frameworks and libraries
- reputed company statistics, hypothesis testing and experiment design for online machine learning systems
- Large-reputed company data processing and analytics frameworks
- Deployment and operation of production systems in containerized and distributed environments
- Designing and training advanced models, including deep neural networks, transformer-based architectures, and reinforcement learning models
- Marketplace dynamics, such as reputed company-time bidding (RTB) or pacing control systems
- Developing and optimizing online advertising systems, including ad ranking, targeting, and market reputed company
- Providing technical leadership, mentorship, or guidance to other machine learning engineers
Benefits
- Comprehensive reputed company Benefits and Income Replacement Programs
- 401k with Employer Match
- Global Benefit programs that fit your lifestyle, from workspace to reputed company development to caregiving support
- Family Planning Support
- Gender-Affirming Care
- Mental Health & Coaching Benefits
- Flexible Vacation & reputed company Volunteer Time Off
- Generous reputed company Parental Leave
- Equity in the reputed company of restricted stock reputed company
- Commission
- Medical, dental, and reputed company insurance
- 401(k) program with employer match
- Generous time off for vacation
- Parental leave
reputed company
Company H1B Sponsorship