Data Analytics Managers

Salesforce[Unknown City], GA
Internship

a month ago

Description

Job Title

Summer 2024 Intern - Data Science, Data & Analytics

Job Location

United States (specific location not provided)

Job Overview

  • Futureforce University Recruiting program offers internships and entry-level positions to college students.
  • Work on real projects that impact the company's operations.
  • Opportunities for global collaboration and connection with employees across different offices.
  • Program offers job shadowing, mentorship programs, talent development courses, and more.

Compensation

  • Compensation details not provided.

Responsibilities

  • Collaborate with product owners, data architects, domain experts, data analysts, and other teams to translate business requirements into metrics and models.
  • Contribute to the research, design, and development of AI-powered features to enhance user experience.
  • Rapidly iterate and develop machine learning models for the ongoing features.
  • Clean, transform, and load data, as well as extract features for storage.
  • Support the ML lifecycle management infrastructure using AWS Sagemaker.
  • Participate in architecture and code reviews.
  • Identify and document best practices.
  • Stay updated on innovations in machine learning, data science, and AI fairness.
  • Engage with business stakeholders to understand feature requirements and map them to appropriate ML models.
  • Extract actionable insights from data to answer open-ended questions.

Requirements

  • Enrolled in a BS or MS program in Computer Science, Data Science, Machine Learning, or a related field.
  • Must be attending a College/University in the U.S.
  • Deep knowledge in one or more of machine learning, deep learning, personalization, NLP, language models, or ranking.
  • Experience in building and prototyping machine learning models and algorithms, as well as working with large datasets.
  • Proficient in Python (e.g., numpy, scikit-learn, tensorflow, pytorch, keras, huggingface) for implementing machine learning models and algorithms.
  • Proficient in shell scripting, SQL, and Unix/Linux command-line tools.
  • Ability to communicate technical topics clearly to multiple audiences.
  • Strong problem-solving and time management skills.
  • Track record of delivering high-impact projects in multifaceted settings.

Preferred Qualifications

  • Familiarity with big data analytics tools and distributed systems, such as Apache Spark, Flink, or Kafka.
  • Hands-on experience with other AWS services, including Redshift, S3, Lambda, EC2, etc.

We're excited for you to apply!

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INSIGHTS

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Career Paths

People who completed this type of internship end up in the following types of jobs

Top majors

That get hired for this type of internship

  • Computer Science14%

  • Management Science12%

  • Economics7%

  • Statistics6%

  • Mathematics5%

  • 220 other majors53%

People who did this kind of internship end up at the following companies

  • Deloitte
  • Google
  • Amazon
  • Accenture
  • Microsoft

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