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Machine Learning Engineer Intern

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SoundCloud

2mo ago

Applications are closed

  • Internship
    Full-time
    Summer Internship
  • Data
    Engineering
  • Berlin

Requirements

  • Strong understanding of Machine Learning concepts, specifically Seq2Seq models, Transformers, and RNNs
  • Proficiency in Python, experience with PyTorch or TensorFlow, and familiarity with data processing libraries like Pandas and NumPy
  • Ability to clean, process, and analyze large datasets, as well as experience conducting and interpreting A/B tests using SQL
  • Familiarity with recommender system metrics (NDCG, MRR, Recall@K) and experience with hyperparameter tuning
  • Strong analytical skills, effective communication, and the ability to present technical results clearly and collaborate effectively within a team
  • Knowledge of CI/CD practices for machine learning workflows
  • Basic experience with cloud platforms (AWS, GCP, or Azure) for deploying ML services
  • Basic understanding of functional programming concepts

Responsibilities

  • Assist in data preparation and preprocessing for recommendation models.
  • Validate and evaluate Seq2Seq recommendation models using metrics such as NDCG, MRR, and Recall@K
  • Conduct experiments on large-scale datasets to test new feature embeddings and user behavior modeling techniques
  • Perform detailed analysis of A/B test results to assess model performance and user engagement
  • Present findings, insights, and actionable recommendations to team members and leadership

FAQs

What is the duration of the internship?

The internship is a 10-week program starting from June 2nd, 2025, and ending on August 8th, 2025.

What is the application deadline for the internship?

Internship applications must be submitted by April 4th, 2025.

Where is the internship based?

The internship is hybrid based out of our Berlin office, with in-person attendance expected 2-3 times a week.

What tools and languages should candidates be familiar with?

Candidates should be proficient in Python, and have experience with libraries such as PyTorch or TensorFlow, as well as data processing libraries like Pandas and NumPy.

What type of projects will interns work on?

Interns will assist in data preparation, model validation, and A/B test analysis for Seq2Seq-based recommendation models, impacting personalized content recommendations.

Is this internship paid?

Yes, this is a paid internship program.

Are there opportunities for professional development during the internship?

Yes, interns will receive various professional and personal development opportunities, including mentorship programming, fireside chats with senior leadership, and networking events with other SoundCloud employees.

Is there a focus on diversity and inclusion in this internship program?

Yes, SoundCloud is deeply committed to diversity, equity, and inclusion at all levels of the organization, and the internship program is designed to invest in diverse talent.

What are the key responsibilities of the Machine Learning Engineer Intern?

Key responsibilities include assisting in data preparation, validating Seq2Seq recommendation models, conducting experiments on large-scale datasets, performing A/B test analysis, and presenting findings to the team and leadership.

What prior knowledge of machine learning is required?

A strong understanding of machine learning concepts, specifically Seq2Seq models, Transformers, and RNNs, as well as familiarity with recommender system metrics is required.

What's next in music is first on SoundCloud.

Entertainment & Media
Industry
201-500
Employees
2007
Founded Year

Mission & Purpose

SoundCloud is a next-generation music entertainment company powered by an ecosystem of artists, fans, and thriving communities. As one of the world’s most influential cultural platforms, SoundCloud holds a singular market position as both a music-streaming service with the largest catalog of music, and an artist services and distribution business to help artists grow long-term, successful careers.

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