aipythonsqlmachine learninga b testingcausal inferencedynamic pricingconstrained optimizationreal time ml
Вакансия из Hirify Global, списка международных tech-компаний Для мэтча и отклика нужен Plus
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Это четко структурированная вакансия Senior Data Scientist в крупной международной продуктовой компании, сфокусированная на задачах оптимизации маркетплейса и real-time системах.
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Зарплата не указанаСовременный стекЧеткие обязанностиГлобальный продуктФокус на AI
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Текст:
Hirify AI/Оригинал
TL;DR
Senior Data Scientist (Machine Learning/Dynamic Pricing): Building real-time courier pay and dynamic pricing systems with an accent on constrained optimization, causal inference, and marketplace efficiency. Focus on designing production machine learning models, running switchback and geo experiments, monitoring model drift, and developing low-latency services.
Location: Remote in Manitoba, Canada
Company
hirify.global is a global online food delivery platform connecting customers with restaurant, grocery, and convenience partners.
What you will do
Design and deploy real-time courier pay and boost algorithms that balance delivery supply and demand.
Build constrained optimization and machine learning models to improve spend efficiency and earnings fairness.
Lead causal inference and experimentation frameworks, including switchback and geo testing, to measure incremental impact.
Partner with Product and Tech to deliver scalable, low-latency production services.
Monitor model health, investigate performance drift, and establish production fail-safes.
Support team development through code reviews, technical guidance, and mentoring.
Strong proficiency in Python and SQL, with experience shipping reliable models into production.
Practical knowledge of causal inference and marketplace experimentation, including A/B and switchback test designs.
Ability to design fair and transparent algorithmic incentives that build courier trust.
Collaborative communication skills and experience partnering cross-functionally.
Ability to use AI agents to accelerate data analysis, coding, code reviews, and technical workflows.
Nice to have
Experience deploying and maintaining models in low-latency, real-time streaming architectures, including sub-second feature retrieval and serving.
Experience in on-demand logistics, ride-hailing, food delivery marketplaces, or algorithmic revenue management.
Familiarity with Kafka, Google BigQuery, AWS data stores such as S3, DynamoDB, and Kinesis, or modern ML tracking platforms.
Experience with GPS traces, spatial indexing such as H3 or S2, and fine-grained time-series forecasting.
Culture & Benefits
Work remotely from Manitoba, Canada.
Collaborate across international teams and with well-known global brands.
Work in a fast-paced, supportive environment focused on movement, growth, inclusion, diversity, and belonging.
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