4 дня назад
Data Scientist Adobe (Generative AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Scientist Adobe (Generative AI) (Adobe Marketing Cloud, Machine Learning, Big Data): Building scalable machine learning data products and audience segmentation solutions with an accent on Generative AI, advanced analytics, and large-scale data processing. Focus on training and optimizing complex models, developing data pipelines, integrating solutions into production systems, and translating analytical results for marketing and business stakeholders.
Location: Remote/Homebased in the United States; primary location in New York, New York, with an additional homebased location in Conway.
Company
develops data-driven marketing and audience intelligence solutions using analytics, machine learning, and SaaS technologies.
What you will do
- Develop and improve scalable data products using statistical modeling, machine learning, optimization, and Generative AI.
- Build data pipelines, prepare structured and unstructured data, train models, and perform advanced statistical analysis.
- Evaluate and optimize models using hyperparameter tuning, learning-rate adjustment, and model diagnostics.
- Collaborate with internal and external stakeholders to define insight goals, learning agendas, KPIs, data sources, and implementation requirements.
- Transition development projects into production systems with Product and Engineering teams.
- Present complex analytical findings to marketing and business audiences and mentor data scientists.
Requirements
- Expert-level experience with Adobe analytics tools, including Adobe Journey Analytics, and SaaS tools such as Databricks and R.
- Strong knowledge of supervised and unsupervised learning, neural networks, deep learning, SVM, decision trees, clustering, regression, and dimensionality reduction.
- Proficiency in Python or R, SQL, APIs, Excel, LLMs, and Power Automate, with exposure to Spark or PySpark.
- Experience applying data science and statistics to large datasets and deploying machine learning models in business environments.
- Bachelor’s degree in a quantitative field with 6+ years of relevant experience, or a master’s degree in a quantitative field with relevant experience.
- Must be based in the United States for the remote/homebased role.
Culture & Benefits
- Work remotely from a homebased location.
- Collaborate across multiple projects and engagements with internal, external, Product, and Engineering stakeholders.
- Work with marketing, survey, panel, third-party, media, and transaction data sources.
- Support an equal-opportunity workplace.
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