Rokt · 1 day ago
Senior Machine Learning Engineer
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B2BBig Data
Comp. & BenefitsH1B Sponsor Likely
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Responsibilities
Work on a variety of Machine Learning projects in the Ads recommendation domain: user segmentation and targeting, user embeddings generation, 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, 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 etc.
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 with load testing, unit testing, integration testing, etc.
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.
Qualification
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Required
Bachelor's degree in Computer Science, a similar technical field of study or equivalent practical experience.
3+ years of industry experience in building production-grade machine learning systems with all aspects of model training, tuning, deploying, serving and monitoring.
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.
Willingness to be on-call and respond to systems alerts should they arise.
Ideas, opinions, and the ability to share them through respectful proposals, presentations, and team-wide discussions.
An eagerness to work and learn in the open and share your learnings with your teammates.
Preferred
A PhD degree in Machine Learning or Deep Learning is a plus.
Industry Experience in applied ML in Ads is a plus.
Benefits
Annual $5000 training allowance
Equity in the company
Catered lunch every day
Healthy snacks in the office
Gym membership
4% dollar-for-dollar 401K matching plan
Fully funded premium health insurance for your entire family
Dog-friendly office
Extra leave (bonus annual leave, sabbatical leave etc.)
Flexible working hours
Ability to work from anywhere for up to a week every quarter
Company
Rokt
Rokt is an ecommerce marketing technology that gives customers a personalized, and relevant experience while buying online. It is a sub-organization of Rokt.
H1B Sponsorship
Rokt has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2023 (15)
2022 (14)
2021 (11)
2020 (2)
Funding
Current Stage
Late StageTotal Funding
$487MKey Investors
Tiger Global ManagementTDM Growth PartnersMA Growth Ventures
2022-12-05Secondary Market
2021-12-16Series E· $325M
2021-07-20Secondary Market
Recent News
2024-12-19
Digital Commerce 360
2024-12-18
Company data provided by crunchbase