Principal Machine Learning Engineer, Rokt
Relevancy
$515-750k
OTE
$315-350k
BASE
+ Equity Plan Grant
4+ days a week in office
eCommerce technology & software solutions
Be an early applicant
eCommerce technology & software solutions
501-1000 employees
Be an early applicant
$515-750k
OTE
$315-350k
BASE
+ Equity Plan Grant
4+ days a week in office
501-1000 employees
Company mission
To make eCommerce smarter, faster, and better.
Role
Who you are
- Masters or PhD in Machine Learning
- 10+ years of industry experience in building production-grade machine learning systems with all aspects of model training, tuning, deploying, serving and monitoring
- Deep Knowledge in AWS, Kubeflow (or similar), Tensorflow and Feature Store in a production environment
- Deep knowledge in and experience with some of the following areas - Bayesian methods, Recommender systems, multi-task modelling, meta-learning, click through rate modelling or conversion rate modelling
- Bonus points if you are familiar with any of the following architectures or have experience with the models mentioned in this benchmark: DCNV2, MMOE, Deep & Wide and ESMM
What the job involves
- As a Principal Machine Learning Engineer, you are someone who has significant expertise in both machine learning and software engineering
- You will be working with our engineering and product teams to design, build and production-ise proprietary machine learning models to solve different business challenges including smart bidding, budget pacing, lookalike modeling, and more
- Collaborate closely with product managers and other engineers to understand business priorities, frame machine learning problems, and architect machine learning solutions
- Build and productionise 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 the 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 modelling ideas, and conduct offline and online experiments
- Share your knowledge by giving brown bags, tech talks, and evangelising appropriate tech and engineering best practices
Our take
eCommerce marketing company Rokt is helping brands leverage the power of good timing. With Rokt, brands can present their customers with AI-curated offers and messages at every stage in their transaction, at tailored times of the day, or to market themselves at the point of transaction on other major eCommerce sites.
The idea is that “transaction moments” are when shoppers are most inclined to engage further with the brand or its products - the success of Rokt’s clients, and the runaway success of Rokt itself, show that it's successfully cracked it.
Rokt has a strong client base that includes giants like Groupon, GoDaddy, and Disney, and after hitting Unicorn status, it is eyeing up a US IPO. This should come as no surprise - the surge in eCommerce trade over recent years has led to most companies investing in tools to stay competitive.
Rokt has expanded its tool suite since it first started up, and will be focused on continuing to innovate to keep ahead of the MarTech pack, and abreast of changing demand in the rapidly shifting market. The eCommerce marketing tech sector has ballooned to a $120B global operation - Rokt is positioned comfortably to keep ahead.
Freddie
Company Specialist at Welcome to the Jungle
Insights
28% employee growth in 12 months
Company
Funding (last 2 of 5 rounds)
Dec 2021
$325m
SERIES E
Oct 2020
$80m
SERIES D
Total funding: $488.8m
Company benefits
- Interest groups, sports clubs, and social events
- Global training events & online training courses
- Stock options
- Global all-staff events in amazing locations (Phuket, Thailand in January 2020)
- Generous relocation packages
- Generous time off
- Parental leave
- Mental health and wellness days
- Paid Sabbatical for employees who have been with us 3 years or more
- £55 per month social/wellness allowance, 6 sessions with a licensed therapist, 6 coaching sessions and other mental health perks
- Gym membership
- Premium health insurance
- £25 per month telephone allowance
Company HQ
Hudson Square, New York, NY
Leadership
Bruce Buchanan
(CEO)Previously a Principal at Boston Consulting Group, before serving as Chief Commercial Officer, then Group Chief Executive Officer at Jetstar Airways.
Justin Viles
(Advisor)Previously worked on strategic partnerships in the APAC region for Google, before moving on to co-found and serve as CEO at Rocklive.
Salary benchmarks
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