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Senior Machine Learning Engineer
2 months ago
We are seeking a highly skilled Senior Machine Learning Engineer to join our team at Rokt, a leading ecommerce company. As a Senior Machine Learning Engineer, you will play a key role in designing, building, and productionizing proprietary machine learning models to solve complex business challenges.
Key Responsibilities- Collaborate with product managers and engineers to understand business priorities and architect machine learning solutions.
- Build and productionize machine learning models, including data preparation and processing pipelines, machine learning orchestrations, and performance improvements.
- Contribute to the high-quality code base with tests that provide functional and non-functional coverage.
- Stay up-to-date with emerging tech and trends, research state-of-the-art deep learning models, and prototype new modeling ideas.
- Share knowledge through brown bags, tech talks, and evangelizing best practices.
- PhD in Machine Learning or a related field.
- Extensive knowledge in and experience with Deep Learning, and at least one of the following areas: Bayesian methods, Reinforcement learning, Gradient boosting machine, Natural language processing, Computer vision, etc.
- 3+ years of industry experience in building production-grade machine learning systems, including model training, tuning, deploying, serving, and monitoring.
- 3+ years of industry experience in software engineering roles and development experience in Python, SQL, Go, and/or other programming languages.
- Experience with Kubernetes, Kubeflow, TFX, and Feature Store in a production environment is a plus.
- Bonus points if you are familiar with architectures or have experience with models such as DCNV2, MMOE, Deep & Wide, ESMM, xDeepFM, and GDCN.
Rokt is a mission-driven, hyper-growth community of curious explorers. We aim to unlock the full potential in ecommerce and beyond. Our bias for action means we are not afraid to venture into uncharted territories, take risks, or challenge the status quo. We work together as one aligned team, valuing diversity, transparency, and smart, humble people who enjoy building a disruptive business together.
Benefits- 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.
- 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.
We believe we're better together. We love spending time together and are in the office most days (teams are in the office 4 days per week). We also get that you need to balance your life and your commitments, so you have the flexibility to manage your own hours and can spend up to a week of every quarter working from anywhere.
