OPEN POSITION
OPEN POSITION
Machine Learning Engineer (ASR)
Machine Learning Engineer (ASR)
We are now expanding our team and are looking for skilled, goal-oriented MLE to join our teams.
We are now expanding our team and are looking for skilled, goal-oriented MLE to join our teams.
Apply now
About us
About us
Aiphoria is an innovative start-up specializing in machine learning and AI solutions.
We are a one-stop shop for customers who want to enhance their business with proven, up-to-date solutions based on conversational AI, LLMs, natural language, and speech processing. We offer solutions based on virtual employees (virtual supporters, sales managers, personal assistants, etc), goal-oriented conversational AI, ASR/TTS solutions, and many others.
Our team brings huge of cutting-edge, specialized expertise in Machine Learning and Speech Technologies, which are used daily by hundreds of millions of people worldwide.
We already have several major projects underway and are looking to strengthen our team for a MLE (ASR)!
Aiphoria is an innovative start-up specializing in machine learning and AI solutions.
We are a one-stop shop for customers who want to enhance their business with proven, up-to-date solutions based on conversational AI, LLMs, natural language, and speech processing. We offer solutions based on virtual employees (virtual supporters, sales managers, personal assistants, etc), goal-oriented conversational AI, ASR/TTS solutions, and many others.
Our team brings huge of cutting-edge, specialized expertise in Machine Learning and Speech Technologies, which are used daily by hundreds of millions of people worldwide.
We already have several major projects underway and are looking to strengthen our team for a MLE (ASR)!
Responsibilities
Responsibilities
Design and optimize ASR models to ensure that we recognize client’s speech as accurate as possible.
Collaborate closely with product managers and engineers to integrate ASR tech, making it seamless and intuitive for users.
Partner with data teams to build efficient audio data pipelines, from preprocessing to model training.
Regularly update and refine ASR models to adapt to various domains and dialects, enhancing user satisfaction and responsiveness.
Keep up-to-date with the latest ASR advancements, bringing in innovative techniques and tools to keep us at the forefront of voice-assisted banking.
Rigorously test and validate models to meet strict standards.
Design and optimize ASR models to ensure that we recognize client’s speech as accurate as possible.
Collaborate closely with product managers and engineers to integrate ASR tech, making it seamless and intuitive for users.
Partner with data teams to build efficient audio data pipelines, from preprocessing to model training.
Regularly update and refine ASR models to adapt to various domains and dialects, enhancing user satisfaction and responsiveness.
Keep up-to-date with the latest ASR advancements, bringing in innovative techniques and tools to keep us at the forefront of voice-assisted banking.
Rigorously test and validate models to meet strict standards.
Requirements
Requirements
Proficiency in Python and deep learning frameworks (especially, PyTorch).
Strong understanding of the state-of-the-art automatic speech recognition techniques and models.
Experience with Streaming ASR Models: (e.g., Conformer, Whisper).
Strong understanding of recognition improving techniques such as beamsearch, language modeling and so on.
Familiarity with other voice-related tasks (e.g., End of Utterance, Speaker Diarization).
Familiarity with ASR evaluation techniques.
Knowledge of signal processing, statistical modeling, and language structure.
Experience working with low-resource languages, including dataset creation, augmentation techniques, and model adaptation for low-data scenarios
Proficiency in Python and deep learning frameworks (especially, PyTorch).
Strong understanding of the state-of-the-art automatic speech recognition techniques and models.
Experience with Streaming ASR Models: (e.g., Conformer, Whisper).
Strong understanding of recognition improving techniques such as beamsearch, language modeling and so on.
Familiarity with other voice-related tasks (e.g., End of Utterance, Speaker Diarization).
Familiarity with ASR evaluation techniques.
Knowledge of signal processing, statistical modeling, and language structure.
Experience working with low-resource languages, including dataset creation, augmentation techniques, and model adaptation for low-data scenarios
What we offer
What we offer
Rapid career progression, facilitated by our team of seasoned senior professionals who hail from prestigious, industry-leading companies.
Remote work opportunities from anywhere globally.
Company has prominent clients with an opportunity for you to work on different projects and/or to be involved in developing our proprietary own products.
Competitive compensation in Euro/USD, surpassing market standards.
Rapid career progression, facilitated by our team of seasoned senior professionals who hail from prestigious, industry-leading companies.