Perplexity
Senior Machine Learning Engineer - Search(m/w/x)
Full-timeOn-siteSenior
Berlin
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CRCresta
Senior Machine Learning Engineer(m/w/x)
Berlin
Full-timeOn-siteSenior
AI/ML
Nejo AI Summary
Designing evaluation frameworks for ASR/NLP systems and deploying ML models for speech/text classification in contact centers. Master's or Ph.D. in Computer Science or related field required. Equity compensation included.
Requirements
- Master’s, Ph.D. in Computer Science, or related field
- Experience building and deploying production ML models
- Background in speech recognition or related domains
- Experience with model evaluation and error analysis
- Proficiency with ML frameworks and libraries
- Understanding of modern ML and transformer models
- Experience building data pipelines and tooling
- Passion for improving production-grade AI quality
Tasks
- Design and maintain evaluation frameworks for ASR and NLP systems
- Lead ASR quality improvements through error analysis and dataset curation
- Define quality metrics like WER and task-specific benchmarks
- Analyze large-scale speech and text data to identify failure modes
- Develop and deploy ML models for speech and text classification
- Extract entities and generate structured insights from data
- Translate experimental research into production-ready systems
- Align model quality metrics with customer and business goals
- Optimize ML pipelines and evaluation workflows for scale
- Establish best practices for continuous quality monitoring in production
Work Experience
- 5 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- PyTorch
- TensorFlow
- Hugging Face
Benefits
Competitive Pay
- Equity
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Cresta and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
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CRCresta
Senior Machine Learning Engineer(m/w/x)
Berlin
Full-timeOn-siteSenior
AI/ML
Nejo AI Summary
Designing evaluation frameworks for ASR/NLP systems and deploying ML models for speech/text classification in contact centers. Master's or Ph.D. in Computer Science or related field required. Equity compensation included.
Requirements
- Master’s, Ph.D. in Computer Science, or related field
- Experience building and deploying production ML models
- Background in speech recognition or related domains
- Experience with model evaluation and error analysis
- Proficiency with ML frameworks and libraries
- Understanding of modern ML and transformer models
- Experience building data pipelines and tooling
- Passion for improving production-grade AI quality
Tasks
- Design and maintain evaluation frameworks for ASR and NLP systems
- Lead ASR quality improvements through error analysis and dataset curation
- Define quality metrics like WER and task-specific benchmarks
- Analyze large-scale speech and text data to identify failure modes
- Develop and deploy ML models for speech and text classification
- Extract entities and generate structured insights from data
- Translate experimental research into production-ready systems
- Align model quality metrics with customer and business goals
- Optimize ML pipelines and evaluation workflows for scale
- Establish best practices for continuous quality monitoring in production
Work Experience
- 5 years
Education
- Master's degree
Languages
- English – Business Fluent
Tools & Technologies
- PyTorch
- TensorFlow
- Hugging Face
Benefits
Competitive Pay
- Equity
Find the original job posting in its most current version here. Nejo automatically captured this job from the website of Cresta and processed the information on Nejo with the help of AI for you. Despite careful analysis, some information may be incomplete or inaccurate. Please always verify all details in the original posting! Content and copyrights of the original posting belong to the advertising company.
About the Company
Cresta
Industry
IT
Description
Cresta helps contact centers unlock customer insights and automate processes using AI and human intelligence.
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