Software Developer – Speech Processing, Keyword Detection – Mid-level

Jobtailor; Campinas; Presencial; BRL 180 000 - 300 000; Tempo integral

Resumo da oferta

Jobtailor in Campinas, Brazil, is seeking an ML/DL researcher to research, implement and maintain neural network-based Keyword Spotting solutions in collaboration with the development team. You will participate in defining and improving products and processes, identify client requirements, and document activities clearly and in an organized manner.

Requirements include hands-on ML/DL experience, Python, Git, TensorFlow or PyTorch, and a CS/CE degree.

Qualificações

• Hands-on experience in ML/DL research or software development.
• Knowledge of NN architectures (RNN, CNN, Transformer).
• Proficient in Python and Git with TensorFlow or PyTorch.

Responsabilidades

• Research, implement and maintain neural network-based Keyword Spotting (KWS) solutions in collaboration with the development team
• Participate in the definition and improvement of products, projects and processes
• Identify and analyze requirements proposed by clients
• Document activities clearly and in an organized manner

Conhecimentos

Machine Learning

Deep Learning

Neural Network Architectures

Python Programming

TensorFlow

PyTorch

Keyword Detection

Few-Shot Learning

Speech Recognition

Embedded Systems

Image Processing

Formação académica

Bachelor’s degree in Computer Science

Bachelor’s degree in Computer Engineering

Ferramentas

Git

TensorFlow

PyTorch

Descrição da oferta de emprego

• Research, implement and maintain neural network-based Keyword Spotting (KWS) solutions in collaboration with the development team
• Participate in the definition and improvement of products, projects and processes
• Identify and analyze requirements proposed by clients
• Document activities clearly and in an organized manner

Requirements

• Experience in software development or research in Machine Learning/Deep Learning
• Knowledge of neural network architectures: RNN, CNN and Transformer
• Programming in Python
• Code versioning with Git
• Experience with frameworks such as TensorFlow or PyTorch
• Bachelor’s degree in Computer Science or Computer Engineering
• Advanced English for reading, speaking and writing
• Preferred: experience in Keyword Detection (KWD), Few-Shot Learning, optimization of ML models for embedded systems, Speech Recognition or audio/image processing with neural networks

Core Competencies

Demonstrates expertise in developing and maintaining neural network-based Keyword Spotting solutions, with a strong foundation in Machine Learning and Deep Learning methodologies. Proficient in Python programming and familiar with frameworks like TensorFlow and PyTorch, alongside effective documentation and communication skills in English.

Highest-signal resume keywords

• Machine Learning
• Deep Learning
• Neural Network Architectures
• Python Programming
• TensorFlow

ATS Optimization Keywords

Hard Skills

• Machine Learning
• Deep Learning
• Neural Network Architectures
• Python Programming
• Code Versioning
• TensorFlow
• PyTorch
• Keyword Detection
• Few-Shot Learning
• Speech Recognition

Soft Skills

• Organizational Skills
• Communication Skills

Certifications & Qualifications

• Bachelor’s Degree in Computer Science
• Bachelor’s Degree in Computer Engineering

Industry Keywords

• Keyword Spotting
• Optimization of ML Models
• Embedded Systems
• Audio Processing
• Image Processing

Tools & Technologies

• Git
• TensorFlow
• PyTorch