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Offer 226 out of 441 from 08/02/24, 12:14

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Tech­ni­sche Uni­ver­si­tät Ber­lin - Fakultät IV: Elektrotechnik und Informatik - Institut für Softwaretechnik und Theoretische Informatik

Technische Universität Berlin offers an open position:

Studentische Beschäftigung mit 60 Monatsstunden

Working field:

The DAMS Lab research group is looking for a student assistant (d/m/w) to join the team and help with prototype development and experiments in the context of system-oriented research on data and machine learning (ML) systems for the end-to-end data science lifecycle from data integration, cleaning, and preparation, over efficient and scalable model training, to model debugging and deployment. The responsibilities of the student employee include:

* Open-source contributions to Apache SystemDS and/or DAPHNE on high-level abstractions, compilation and runtime techniques, tests, as well as peripheral tools (APIs, system internals, and tools) [60%]
* Implementation of data analysis and ML pipelines developed at the chair (use cases, primitives, and applications from various domains, including health care and earth observation) [20%]
* Experimental evaluation of end-to-end ML pipelines, system components, and various baselines [20%]

Requirements:

Must-have Criteria:
* Programming experience in Python, Java, and C++ (at least two); Additional experience with R and shell scripts is an advantage
* Interest and basic understanding of data management, applied machine learning, compiler construction, distributed systems, and software engineering (at least two)
* Good knowledge of German and/or English required; willingness to acquire the respective missing language skills
* Ability to communicate and work in a team, independent working style, high motivation

Desirable Criteria:
* Basic experience with version control systems (especially git) and open-source development workflows
* Basic experience in conducting experimental evaluations at system and component level is an advantage

How to apply:

Fachlich verantwortlich / Ansprechpartner:in für die Ausschreibung: Prof. Dr. Böhm, matthias.boehm@tu-berlin.de
Besetzungszeitraum: sofort bis 2 Jahre

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