Perplexity
Senior Machine Learning Engineer - Search(m/w/x)
Vollzeitnur vor OrtSenior
Berlin
Neuer Job?Nejo!
Dein persönlicher KI-Karriere-Agent
PEPerplexity
Machine Learning Research Engineer(m/w/x)
Berlin
VollzeitVor OrtBerufserfahren
AI/ML
Data Science
Nejo KI-Zusammenfassung
Designing and training large-scale deep learning models for search quality using PyTorch. Deep understanding of search and retrieval systems required. Work on core search components in a research-focused environment.
Anforderungen
- Deep understanding of search and retrieval systems
- Understanding of quality evaluation principles and metrics
- Proven track record with large-scale search systems
- Proven track record with large-scale recommender systems
- Strong proficiency with PyTorch
- Experience in distributed training techniques
- Experience in performance optimization for large models
- Expertise in representation learning
- Expertise in contrastive learning
- Expertise in embedding space alignment
- Multilingual applications experience
- Multimodal applications experience
- Strong publication record in AI/ML conferences
- Strong publication record in AI/ML workshops
- Self-driven
- Strong sense of ownership
- Strong sense of execution
- Minimum 3 years working on search research areas
- Minimum 3 years working on recommender systems research areas
- Minimum 3 years working on closely related research areas
- Preferably 5+ years working on search research areas
- Preferably 5+ years working on recommender systems research areas
- Preferably 5+ years working on closely related research areas
Aufgaben
- Push search quality forward
- Architect core search components
- Build model stack
- Design large-scale deep learning models
- Train models using PyTorch
- Optimize models with distributed training
- Conduct research in representation learning
- Develop contrastive learning models
- Model multilingual and multimodal systems
- Deploy boosting algorithms
- Deploy large language models
- Build RAG pipelines
- Optimize grounding and answer generation
- Collaborate with Data, AI, Infrastructure, and Product teams
Berufserfahrung
- 3 - 5 Jahre
Ausbildung
- Bachelor-AbschlussODER
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- PyTorch
- NeurIPS
- ICML
- ICLR
- ACL
- CVPR
- SIGIR
Die Originalanzeige dieses Stellenangebotes in der aktuellsten Version findest du hier. Nejo hat diesen Job automatisch von der Website des Unternehmens Perplexity erfasst und die Informationen auf Nejo mit Hilfe von KI für dich aufbereitet. Trotz sorgfältiger Analyse können einzelne Informationen unvollständig oder ungenau sein. Bitte prüfe immer alle Angaben in der Originalanzeige! Inhalte und Urheberrechte der Originalanzeige liegen beim ausschreibenden Unternehmen.
Noch nicht perfekt?
- Helsing
AI Research Engineer - ML Engineering(m/w/x)
Vollzeitnur vor OrtBerufserfahrenBerlin, München - Prior Labs
ML Engineer, Foundation Model(m/w/x)
Vollzeitnur vor OrtBerufserfahrenBerlin, Freiburg im Breisgauab 120.000 / Jahr - Helsing
AI Research Engineer - Foundation Models(m/w/x)
Vollzeitnur vor OrtBerufserfahrenBerlin, München - Prior Labs
Research Scientist(m/w/x)
Vollzeitnur vor OrtBerufserfahrenBerlinab 120.000 / Jahr
PEPerplexity
Machine Learning Research Engineer(m/w/x)
Berlin
VollzeitVor OrtBerufserfahren
AI/ML
Data Science
Nejo KI-Zusammenfassung
Designing and training large-scale deep learning models for search quality using PyTorch. Deep understanding of search and retrieval systems required. Work on core search components in a research-focused environment.
Anforderungen
- Deep understanding of search and retrieval systems
- Understanding of quality evaluation principles and metrics
- Proven track record with large-scale search systems
- Proven track record with large-scale recommender systems
- Strong proficiency with PyTorch
- Experience in distributed training techniques
- Experience in performance optimization for large models
- Expertise in representation learning
- Expertise in contrastive learning
- Expertise in embedding space alignment
- Multilingual applications experience
- Multimodal applications experience
- Strong publication record in AI/ML conferences
- Strong publication record in AI/ML workshops
- Self-driven
- Strong sense of ownership
- Strong sense of execution
- Minimum 3 years working on search research areas
- Minimum 3 years working on recommender systems research areas
- Minimum 3 years working on closely related research areas
- Preferably 5+ years working on search research areas
- Preferably 5+ years working on recommender systems research areas
- Preferably 5+ years working on closely related research areas
Aufgaben
- Push search quality forward
- Architect core search components
- Build model stack
- Design large-scale deep learning models
- Train models using PyTorch
- Optimize models with distributed training
- Conduct research in representation learning
- Develop contrastive learning models
- Model multilingual and multimodal systems
- Deploy boosting algorithms
- Deploy large language models
- Build RAG pipelines
- Optimize grounding and answer generation
- Collaborate with Data, AI, Infrastructure, and Product teams
Berufserfahrung
- 3 - 5 Jahre
Ausbildung
- Bachelor-AbschlussODER
- Master-Abschluss
Sprachen
- Englisch – verhandlungssicher
Tools & Technologien
- PyTorch
- NeurIPS
- ICML
- ICLR
- ACL
- CVPR
- SIGIR
Die Originalanzeige dieses Stellenangebotes in der aktuellsten Version findest du hier. Nejo hat diesen Job automatisch von der Website des Unternehmens Perplexity erfasst und die Informationen auf Nejo mit Hilfe von KI für dich aufbereitet. Trotz sorgfältiger Analyse können einzelne Informationen unvollständig oder ungenau sein. Bitte prüfe immer alle Angaben in der Originalanzeige! Inhalte und Urheberrechte der Originalanzeige liegen beim ausschreibenden Unternehmen.
Über das Unternehmen
Perplexity
Branche
IT
Beschreibung
The company focuses on building advanced search technologies, emphasizing retrieval and ranking.
Noch nicht perfekt?
- Perplexity
Senior Machine Learning Engineer - Search(m/w/x)
Vollzeitnur vor OrtSeniorBerlin - Helsing
AI Research Engineer - ML Engineering(m/w/x)
Vollzeitnur vor OrtBerufserfahrenBerlin, München - Prior Labs
ML Engineer, Foundation Model(m/w/x)
Vollzeitnur vor OrtBerufserfahrenBerlin, Freiburg im Breisgauab 120.000 / Jahr - Helsing
AI Research Engineer - Foundation Models(m/w/x)
Vollzeitnur vor OrtBerufserfahrenBerlin, München - Prior Labs
Research Scientist(m/w/x)
Vollzeitnur vor OrtBerufserfahrenBerlinab 120.000 / Jahr