Senior Machine Learning Engineer

2 weeks ago

New York County New York, United States Rokt Full time
About Rokt

Rokt is a leading e-commerce company that enables businesses to unlock value by making each transaction relevant at the moment that matters most. Our AI-based relevance Platform and scaled e-commerce network power billions of transactions, making us a hyper-growth leader in the industry.

The Role

We are seeking a highly skilled Senior Machine Learning Engineer to join our team. As a Senior Machine Learning Engineer, you will work with our engineering and product teams to design, build, and produce proprietary machine learning models to solve different business challenges, including user targeting and segmentation, dynamic Ad content generation, entity embeddings, and recommendation models.

Key Responsibilities
  • Work on a variety of Machine Learning projects in the Ads recommendation domain, including user segmentation and targeting, user embeddings generation, and Gen AI-driven Ad content generation.
  • Leverage the latest Generative AI techniques to dynamically create engaging Ad content and model features.
  • Collaborate closely with product managers and other engineers to understand business priorities, frame machine learning problems, and architect machine learning solutions.
  • Build and productionize machine learning models, including data preparation/processing pipelines, machine learning orchestrations, improvements of services performance and reliability, and more.
  • Contribute and maintain the high quality of code base with tests that provide a high level of functional coverage as well as non-functional aspects, including load testing, unit testing, integration testing, and more.
  • Keep track of emerging tech and trends, research the state-of-art deep learning models, prototype new modeling ideas, and conduct offline and online experiments.
  • Mentor other team members, facilitate within/across team workshops, and lead the agile development.
Requirements
  • Bachelor's degree in Computer Science, a similar technical field of study, or equivalent practical experience. A PhD degree in Machine Learning or Deep Learning is a plus.
  • 3+ years of industry experience in building production-grade machine learning systems with all aspects of model training, tuning, deploying, serving, and monitoring. Industry experience in applied ML in Ads is a plus.
  • 2+ years of industry experience in software engineering roles and development experience in Python, Golang, Java, and/or other programming languages.
  • Concrete experience working with deep learning frameworks, either TensorFlow or PyTorch.
  • Experience working on Generative AI initiatives.
  • Strong understanding of software engineering best practices.
  • Be motivated, self-driven in a fast-paced environment with a proven track record demonstrating impact across several teams and/or organizations.
  • Ability to communicate and collaborate effectively with business stakeholders and manage tasks in a timely manner.
What We Offer
  • Accelerate your career with roadmaps to leadership and an annual $5000 training allowance.
  • Become a shareholder with equity in the company.
  • Enjoy catered lunch every day and healthy snacks in the office, plus join the gym on us.
  • Access generous retirement plans, including a 4% dollar-for-dollar 401K matching plan, and get fully funded premium health insurance for your entire family.
  • Dog-friendly office.
  • Extra leave, including bonus annual leave and sabbatical leave.
  • Work with the greatest talent in town.
  • See the world with offices in New York, Seattle, Sydney, Tokyo, and London.

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