Senior Solutions Architect

3 weeks ago

Sydney, New South Wales, Australia Rokt Full time

We are Rokt, a hyper-growth ecommerce leader that unlocks value by making each transaction relevant at the moment that matters most. Our AI-based relevance Platform and scaled ecommerce Network powers billions of transactions, enabling companies to succeed globally.

The Rokt engineering team builds best-in-class ecommerce technology that provides personalized experiences for customers and empowers marketers with sophisticated AI-driven tooling.

We are looking for a Senior Machine Learning Engineer to join our team. As a key member of our engineering team, you will design, build, and productionise proprietary machine learning models to solve different business challenges.

About the Role:
  • Collaborate closely with product managers and engineers to understand business priorities, frame machine learning problems, and architect machine learning solutions.
  • Build and productionise machine learning models, including data preparation and processing pipelines, machine learning orchestrations, and improvements to services performance and reliability.
  • Contribute to the high quality of the code base with tests that provide a high level of functional coverage and non-functional aspects.
  • Stay up-to-date with emerging tech and trends, research state-of-the-art deep learning models, prototype new modelling ideas, and conduct offline and online experiments.
  • Share your knowledge by giving presentations, tech talks, and evangelising best practices.

Requirements:

About You:

  • PhD in Machine Learning or a related field.
  • Extensive knowledge in and experience with areas like Bayesian methods, Recommender systems, multi-task modelling, meta-learning, click through rate modelling or conversion rate modelling.
  • 3+ years of industry experience in building production-grade machine learning systems with all aspects of model training, tuning, deploying, serving, and monitoring.
  • Experience with Kubeflow or similar, Tensorflow, and Feature Store in a production environment is a plus.
  • Bonus points if you are familiar with architectures like DCNV2, MMOE, Deep & Wide, ESMM, xDeepFM, or GDCN.

Benefits:

About Rokt:

We are a mission-driven, hyper-growth community of curious explorers that aims to unlock the full potential in ecommerce and beyond. We value diversity, transparency, and smart humble people who enjoy building a disruptive business together.

We offer a great list of perks and benefits, including accelerated career growth, equity in the company, catered lunch, healthy snacks, extra leave, and the opportunity to work with the greatest talent in town. We have offices in various locations and offer flexibility to manage your own hours.

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