47 минут назад
Senior Machine Learning Engineer - Growth
171 063 - 269 075$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Machine Learning Engineer - Growth (Machine Learning/Personalization): Building scalable ML systems, recommendation models, and decisioning services that personalize customer and sales journeys across Atlassian products with an accent on large-scale data, experimentation, and value-aware orchestration. Focus on designing evaluation frameworks, running offline policy evaluations and online experiments, and optimizing engagement, conversion, expansion, retention, and long-term customer value.
Location: Remote within the United States; listed locations are Seattle and San Francisco
Salary: $171,063–$269,075 annual base pay across US geographic pay zones
Company
develops software products that help teams collaborate and manage different types of work.
What you will do
- Design, build, and operate machine learning systems for personalized recommendations, engagement, activation, expansion, and sales experiences.
- Build reliable datasets, features, models, evaluation frameworks, and decisioning services across 's product portfolio.
- Develop unified, value-aware orchestration and ranking systems using user context, conversion probability, and expected lifetime value.
- Run offline policy evaluations and online experiments while monitoring attribution, latency, quality, fairness, and business outcomes.
- Define the evolution of ML capabilities and partner with product, engineering, data science, analytics, marketing, and sales teams.
Requirements
- 5+ years of related industry experience in machine learning.
- Bachelor's or Master's degree in Computer Science or equivalent experience.
- Expertise in Python and knowledge of Java, TypeScript, SQL, Spark, and cloud data environments such as AWS and Databricks.
- Experience building and scaling production machine learning models, datasets, and evaluation systems using large amounts of data.
- Ability to solve ambiguous and complex problems, communicate ML concepts to diverse audiences, and write performant production-quality code.
- Experience partnering with product, analytics, marketing, or sales teams on personalized customer journeys or sales-assist experiences.
Nice to have
- Experience with contextual bandits, uplift modeling, recommender systems, policy evaluation, causal inference, or decision optimization under uncertainty.
- Experience applying ML to growth, personalization, recommendations, ranking, experimentation, or decisioning.
- Experience in consumer or B2C SaaS, enterprise, or B2B environments.
- Understanding of engagement, activation, conversion, expansion, and retention metrics.
Culture & Benefits
- Flexible remote, office, or hybrid work arrangements.
- Health and wellbeing resources.
- Paid volunteer days and community support.
- Potential eligibility for benefits, bonuses, commissions, and equity.
- Recruitment accommodations and adjustments are available when needed.
Hiring process
- Identity verification may be required as a condition of employment.
- Recruitment accommodations can be requested at any stage of the process.
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