Machine Learning Engineer - Recent Phd Recipient

Rokt is a hyper-growth ecommerce leader, enabling companies to make transactions relevant at the decisive moment. With a valuation of $2.4 billion USD, Rokt operates globally and offers a bespoke platform that handles millions of transactions, providing personalized experiences for customers and empowering marketers with AI-driven tooling. As a Machine Learning Engineer, you will collaborate with cross-functional teams to design and operationalize proprietary models, addressing various business challenges.

In this role you can expect to have the responsibilities:

• Collaborate closely with product managers and engineers to frame Machine Learning problems and architect solutions.
• Build and productionize Machine Learning models, including data preparation/processing pipelines and orchestrations.
• Maintain high-quality codebase with comprehensive testing.
• Stay updated on emerging technologies, research, and conduct offline and online experiments.
• Share knowledge through presentations and advocate for engineering best practices.

This role comes with the following benefits:

• Accelerate your career with leadership roadmaps and a $5000 annual training allowance.
• Equity in the company.
• Catered lunch, healthy snacks, and gym membership.
• Extra leave options (bonus annual leave, sabbatical leave, etc.).
• Opportunity to work with top talent in multiple global offices.
• Flexible work hours and remote work flexibility.

This role requires you to have:

• Recent PhD recipient with a focus on Machine Learning and deep learning architectures.
• Commercial or academic experience in state-of-the-art deep learning architectures.
• Strong understanding of software engineering, system design, data engineering, and/or cloud architecture.
• Knowledge in areas like Deep Learning, Bayesian methods, Econometrics, Reinforcement learning, Gradient boosting, Natural language processing, or Computer vision.
• Experience with Kubernetes, Kubeflow, TFX, and Feature Store in a production environment (optional).

You would benefit from having:

• Familiarity with architectures like DCNV2, MMOE, Deep & Wide, ESMM, xDeepFM, and GDCN (bonus points).

Rokt values diversity, transparency, and collaboration. The company fosters a culture that encourages taking risks and challenging the status quo. Rokt strives to make a positive impact on the world.