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Machine Learning Developer

Altametricsvia WhatJobs
RemotoNovo Hamburgo, Rio Grande Do Sul, BrPlenoCLT17 dias atrás

Salário Estimado

R$ 7.020,00 - R$ 10.530,00

Descrição da Vaga

Machine Learning Developer/Natural Language Processing Engineer** • *Location: Remote (Romania)
*Work Schedule: Pacific Standard Time** Responsibilities: - Model Development and Pre-Training: - Research and implement advanced pre-training techniques for NLP models, including self-supervised learning and masked language modeling. - Fine-tune transformer-based architectures (e.g., BERT, GPT, T5) to achieve state-of-the-art performance on domain-specific tasks. - Post-Training and RAG Implementation: - Develop and optimize retrieval-augmented generation pipelines, leveraging tools like LangChain for knowledge integration. - Speech-to-Text Systems: - Evaluate and deploy automatic speech recognition (ASR) tools such as Whisper, DeepSpeech, or Kaldi, ensuring high accuracy across diverse audio datasets. - Model Deployment and Optimization: - Collaborate with DevOps teams to deploy NLP models in production environments, ensuring scalability, low latency, and reliability. - Data Processing and Feature Engineering: - Build and maintain pipelines for tokenization, text normalization, and feature extraction tailored to specific use cases. - Optimize large-scale datasets for efficient model training and inference.

Requirements: Educational Background: - Bachelor’s, Master’s, or PhD in Natural Language Processing, Machine Learning, Artificial Intelligence, Data Science, or a related field.


Experience: - Minimum 3 years of professional experience in NLP, machine learning, or related fields.


Technical Skills: - Expertise in transformer architectures (e.g., BERT, GPT, T5) and pre-training methodologies. - Experience with post-training tools like LangChain and retrieval-based frameworks (RAG). - Familiarity with ASR engines, such as Whisper, DeepSpeech, Kaldi, or Julius, and their integration into NLP pipelines. - Strong programming skills in Python, with experience in libraries like Hugging Face Transformers, PyTorch, and TensorFlow. - Knowledge of model deployment technologies (e.g., Docker, Kubernetes) and serving frameworks like FastAPIor TorchServe. - Proficiency with data processing tools such as spaCy, NLTK, and OpenAI APIs.


Preferred Skills: - Experience with optimizing NLP models for real-time inference and low-latency environments. - Familiarity with vector search engines like FAISS, Pinecone, or Weaviate. - Understanding of domain-specific language tasks such as named entity recognition (NER), text summarization, or sentiment analysis.

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Informações

NívelPleno
ContratoCLT
LocalNovo Hamburgo, Rio Grande Do Sul, Br
RemotoSim
MoedaBRL
Publicada17 dias atrás
FonteWhatJobs

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