AI Driven Customer Service Expert
hace 3 semanas
We are seeking a skilled Senior Machine Learning Engineer with expertise in Large Language Models (LLMs) and audio processing to join our innovative team at Lean Solutions Group. This role involves designing, developing, and deploying advanced voice-based AI solutions to enhance customer experiences within our call center.
Key Responsibilities:- Design and deploy advanced voice bots using Large Language Models (LLMs) to handle customer queries in real-time during voice calls, enhancing customer interactions.
- Develop and optimize ML models for real-time audio and speech analysis, focusing on speech recognition, speaker identification, and sentiment analysis to improve accuracy and effectiveness.
- Apply audio signal processing techniques to enhance voice quality, including noise cancellation, speech enhancement, and voice activity detection to ensure clarity in conversations.
- Collaborate with cross-functional teams, including product managers and data scientists, to define technical requirements and improve model performance through real-world feedback.
- Continuously monitor and optimize voice bot performance, implementing real-time feedback mechanisms to maintain high customer satisfaction and accurate response rates.
- Stay informed about the latest advancements in machine learning, LLMs, and voice technology, ensuring the integration of cutting-edge solutions into our AI systems.
- Bachelor's or Master's degree in Computer Science, Machine Learning, Artificial Intelligence, or a related field.
- 4 years of experience as a Machine Learning Engineer or in a similar role.
- Advanced proficiency in Large Language Models (LLMs) for developing conversational AI and handling complex customer service requests.
- Expertise in audio processing and speech technologies, including ASR (Automatic Speech Recognition), TTS (Text-to-Speech), speech-to-text, and text-to-speech conversion.
- Intermediate proficiency in Python and relevant machine learning libraries such as TensorFlow, PyTorch, or Keras.
- Experience with audio processing libraries like librosa and Pydub, and tools such as Kaldi, DeepSpeech, or SpeechBrain.
- Advanced experience in Natural Language Processing (NLP) for tasks including intent recognition, entity extraction, and sentiment analysis.
- Familiarity with real-time streaming and latency optimization for voice communication.
- Experience with cloud platforms like AWS, Azure, or Google Cloud, particularly for speech processing services.
- Familiarity with call center technologies and customer service automation tools (preferred).
- Strong problem-solving skills and the ability to work in a fast-paced, team-oriented environment.
- Excellent communication skills for explaining complex technical topics to non-technical stakeholders.
$120,000 - $180,000 per year
About Lean Tech:Lean Tech is a rapidly expanding organization situated in Medellín, Colombia. We pride ourselves on possessing one of the most influential networks within software development and IT services for the entertainment, financial, and logistics sectors.
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