Middle ASR Engineer
Omilia
Municipality of Madrid, Spain
3 days ago
Role details
Contract type
Permanent contract Employment type
Full-time (> 32 hours) Working hours
Regular working hours Languages
Dutch, EnglishJob location
Municipality of Madrid, Spain
Tech stack
Java
Application Performance Management
JIRA
Audio Signal Processing
Bash
C++
Computational Linguistics
Computer Programming
Linux
Python
Machine Learning
Language Modeling
Praat
Signal Processing
Speech Recognition
Chatbots
PyTorch
Generative AI
Gitlab
Information Technology
Natural Language Understanding
Job description
We are seeking an ASR Engineer to join our Solution Delivery team. You will be part of a talented software team that delivers the latest in Conversational AI and Virtual Agent technologies, bringing advanced voice-driven solutions to enterprises across the world.
As part of this team, you will be trained on Omilia's Conversational AI platform and Speech-to-Text suite, working with cutting-edge technologies in signal processing and speech recognition. Responsibilities
- Audio signal processing, corpus processing & management, text normalization.
- Language modeling: training, evaluating, and optimizing language models for voice-enabled Conversational AI applications.
- Data augmentation for Language Models using various approaches including Generative AI.
- Phonetic lexicon curation.
- Developing and optimizing acoustic models for various languages, environmental conditions, and channels.
- Analyzing performance and optimizing existing Voice Activity Detection (VAD) models.
- Working with individuals from diverse backgrounds to analyze requirements and customize the ASR solution to enhance application performance.
Requirements
- Academic Degree in Computer Science, Electrical Engineering, Computational Linguistics, Speech & Language Processing, a related field, or equivalent experience.
- Mid-Level Programming Knowledge, with a preference for BASH and Python scripting; however, Java or C++ are also acceptable.
- Familiarity with any of the following: Digital Signal Processing, language and acoustic modeling concepts for ASR, machine learning algorithms, phonetics and phonology.
- Comfort working in a Linux environment.
- Excellent command of spoken and written English.
- Strong communication skills.
- Ambition, enthusiasm, eagerness to learn, analytical and creative thinking, strong attention to detail.
- Well-organized for both team and/or solo assignments.
- Accountable within demanding deadlines.
- Familiarity with GitLab and Jira.
Nice to have
- Experience working with ASR platforms.
- Experience with speech analysis software such as Praat.
- Experience with voice-enabled conversational automated dialog systems.
- Experience in any production-level ASR / NLU / NLP solutions.
- Familiarity with ML frameworks such as PyTorch.
- Knowledge of additional languages (preferably Dutch and Scandinavian languages).
- Familiarity with linguistic concepts or a background in linguistics.
Benefits & conditions
- Fixed compensation.
- Long-term employment with the working days vacation.
- Development in professional growth (courses, training, etc).
- Being part of successful cutting-edge technology products that are making a global impact in the service industry.
- Proficient and fun-to-work-with colleagues.
- Apple gear.