обновлено 3 дня назад
Applied Machine Learning Scientist Intern - PhD (AI)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Applied Machine Learning Scientist Intern - PhD (AI) (Python/SQL): Developing data-driven insights and predictive machine learning models for business challenges with an accent on large-scale data preprocessing, exploratory analysis, and production model deployment. Focus on building models, integrating data through ETL pipelines in Snowflake or Databricks, and presenting analytical findings to stakeholders.
Location: Santa Clara, California, United States
Expected base pay: $0–$0 per hour. Additional compensation may be available for PhD interns.
Company
develops semiconductor solutions for enterprise, cloud, AI, and carrier data infrastructure.
What you will do
- Gather, clean, preprocess, transform, and integrate data from multiple sources.
- Perform exploratory data analysis on large datasets to identify patterns, trends, and relationships.
- Build and optimize predictive machine learning models for business problems.
- Develop data visualizations, dashboards, and reports using Power BI or Python libraries.
- Support machine learning model deployment and data engineering activities, including ETL processes in Snowflake or Databricks.
- Present findings and recommendations to data scientists, engineers, business stakeholders, and leadership.
Requirements
- Pursuing a degree in Computer Science, Data Science, or a related field; PhD internship experience is applicable.
- Proficiency in Python for data analysis, including pandas, NumPy, scikit-learn, and matplotlib.
- Knowledge of SQL for querying databases.
- Understanding of statistics and machine learning algorithms such as regression, classification, and clustering.
- Experience with data preprocessing, transformation, and exploratory data analysis.
- Eligibility to access export-controlled technology and software under applicable U.S. export control laws may be required.
Nice to have
- Familiarity with Power BI, seaborn, or Plotly.
- Familiarity with Generative AI and large language models.
Culture & Benefits
- Full-time employment with medical, dental, and vision coverage.
- Paid holidays, perks, and discounts.
- Mental health resources and support for financial, family, and physical well-being.
- Additional compensation may be available for PhD interns.
Hiring process
- Interviews assess individual experience, thought process, and communication skills.
- AI tools, transcription apps, automated note-taking bots, and real-time answer generators are not permitted during interviews.
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