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Machine Learning, Summer 2022 Internship [Fd]
Posted on 12/16/2021
INACTIVE
Locations
New York, NY, USA
Experience Level
Intern
Desired Skills
Agile
Apache Spark
Creativity
Data Analysis
Data Structures & Algorithms
Hadoop
Kafka
Java
R
Scala
Natural Language Processing (NLP)
Python
MATLAB
Requirements
  • You are pursuing a Ph.D. or Master's degree in Machine Learning, Statistics or related field preferred
  • You have a graduation date of 2022 or 2023
  • You currently have valid work authorization to work in the country in which this role is based that will extend from June to August 2022
  • You have experience implementing machine learning systems at scale in Java, Scala, Python or similar (not just R or Matlab)
  • You have a strong mathematical background in statistics and machine learning
  • You care about agile software processes, data-driven development, reliability, and responsible experimentation
  • You preferably have experience with data processing and storage frameworks like Hadoop, Scalding, Spark, Storm, Cassandra, Kafka, etc
  • You preferably have machine learning publications or work on open source to share with us
Responsibilities
  • Apply machine learning, collaborative filtering, NLP, and deep and reinforcement learning methods to massive data sets
  • Prototype new algorithms, evaluate with small scale experiments, and later productionize solutions at scale to our 140 million active users
  • Collaborate with a cross functional agile team of software engineers, data engineers, ML experts, and others to build new product features
  • Help drive optimization, testing and tooling to improve data quality
  • Iterate on recommendation quality through continuous A/B testing
Spotify

5,001-10,000 employees

Leading music and podcast streaming platform
Company mission
Spotify's mission is to unlock the potential of human creativity — by giving a million creative artists the opportunity to live off their art and billions of fans the opportunity to enjoy and be inspired by it. Today, Spotify is the world’s most popular audio streaming subscription service with 406m users, including 180m subscribers, across 184 markets.
Benefits
  • Extensive learning opportunities, through our dedicated team, GreenHouse
  • Global parental leave, six months off - fully paid - for all new parents
  • Flexible public holidays, swap days off according to your values and beliefs
  • Flexible share incentives letting you choose how you share in our success
  • All The Feels, our employee assistance program and self-care hub
  • Spotify On Tour, join your colleagues on trips to industry festivals and events
Company Values
  • Innovative: We move fast and take big risks
  • Sincere: We have no time for internal politics
  • Passionate: We revel in what we do
  • Collaborative: We recognize that we're all in this together
  • Playful: We don't take ourselves too seriously