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Lead Machine Learning Engineer - NLP / Artificial Intelligence
MyHashtagssBangalore30+ days ago
Job descriptionDesign, develop, and optimize ML models for NLP, CV, and data-driven applications. Work with transformer architectures, multimodal AI models, and generative AI techniques. Implement ML pipelines, including data preprocessing, feature engineering, training, evaluation, and deployment. Design and implement a Speech LLM-based virtual assistant Develop and maintain Python code for audio capture, encoding, modality fusion, LLM interaction, and text output. Integrate and configure pre-trained models for audio encoding, LLM and audio decoding. Stay up-to-date with the latest research and advancements in Speech LLMs, audio processing, and related fields. Document the system design, code, and experimental results Architect scalable, production-ready ML systems integrating MLOps best practices. Set technical direction, ensuring best practices in AI research, model deployment, and engineering scalability. 10+ years of experience in ML, AI, or deep learning, with hands-on experience in NLP, speech recognition(ASR) and text to speech (TTS) Knowledge of multimodal learning and techniques for fusing audio and text information. Solid understanding of audio processing concepts, including audio feature extraction, signal processing, and acoustic modeling. Experience with fine-tuning transformer models and developing training pipelines. Strong programming skills in Python, with experience in deep learning frameworks such as PyTorch or TensorFlow Familiarity with Docker, Kubernetes, Airflow, and serverless computing. Ability to build automated model training, evaluation, and monitoring pipelines.
Role : Lead Machine Learning Engineer
Experience : 9+ yrs
Type : Hybrid (One week work from office in a month)
Location : Bangalore / Chennai
Duration : 12 Months + Extendible
Timing : 10 AM - 7 PM IST
Mandatory Skills :
- Strong Python Coding, ML, Pytorch / Tensorflow, NLP, Either exp in Text models and willing to learn the audio / someone who has exp in speech recognition(ASR) and text to speech (TTS)
Responsibilities :
Required Skill :
(ref : hirist.tech)
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Lead Machine Learning Engineer • Bangalore
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