1d Perplexity Internship - Machine Learning Research Engineer Berlin Perplexity 1d Internship - Machine Learning Research Engineer Berlin

Applied Methods Ltd; Berlin; Hybrid; EUR 8.900 - 18.000; Vollzeit

Zusammenfassung

Applied Methods Ltd. is offering a Berlin-based internship program for 12–24 weeks, full-time and in-person at the Berlin office.

The role focuses on advancing search quality through models, data, and tooling, with hands-on work on large-scale deep learning models using PyTorch and distributed training techniques. The program emphasizes active research into retrieval and ranking models, giving hands-on experience in building and evaluating state-of-the-art search systems in a collaborative,

Aufgaben

• Push search quality forward using data, models, or tools.
• Train and optimize large-scale DL models with PyTorch and distributed training.
• Research novel methods for retrieval and ranking in search systems.

Kenntnisse

PyTorch

Distributed training

Deep learning

Retrieval models

Ranking models

Tools

PyTorch

DeepSpeed

FSDP

Jobbeschreibung

Internship Program Berlin

Internship program: 12 - 24 weeks, full-time, in-person in the Berlin office.

Responsibilities

• Relentlessly push search quality forward — through models, data, tools, or any other leverage available.
• Train, and optimize large-scale deep learning models using frameworks like PyTorch, leveraging distributed training (e.g., PyTorch Distributed, DeepSpeed, FSDP) and hardware acceleration, with a focus on retrieval and ranking models.
• Conduct research in rep...