AddressRokt 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.
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