Machine Learning Engineer for Custom Speech and Avatar Interaction

Posted 4 weeks ago

Job description

Company Description

Saif Inspirations is a technology company based in Karachi, dedicated to helping businesses transition from physical to digital environments through innovative, secure, and customized solutions. Our focus is on providing business-centric digital transformation services to empower organizations for the future.

Role Description

This is a full-time position for a Machine Learning Engineer at Saif Inspirations.. Machine Learning Engineer with expertise in speech processing and natural language understanding to help create a cutting-edge system for real-time avatar interaction. You will be responsible for developing and optimizing machine learning models that enable lifelike speech synthesis and avatar control.

Key Responsibilities

  • Develop custom TTS models to generate natural-sounding speech for different languages and accents.
  • Optimize machine learning models for real-time performance and integration with avatar systems.
  • Work with the backend and 3D modeling teams to ensure smooth interaction between ML models and the avatar.
  • Conduct research on the latest advancements in speech synthesis and machine learning to keep our system at the forefront of technology.
  • Deploy and monitor machine learning models in a production environment.
  • Work independently as well as collaboratively with a team.
  • Collaborate closely with team members, providing subject matter expertise and solutions to the most challenging software development tasks.

Requirements

  • Proven experience of 2+ years in machine learning and deep learning, particularly in speech synthesis and recognition.
  • Experience with frameworks like TensorFlow, PyTorch, and scikit-learn.
  • Proficiency in Python and experience with ML libraries and tools.
  • Knowledge of natural language processing and how it integrates with speech systems.
  • Experience with deploying ML models in production using cloud platforms like AWS or Azure.
  • Excellent communication and teamwork skills.
  • Experience with agile development methodologies.
  • Ability to work independently and collaborate effectively in a team environment.

Preferred Qualifications:

  • Experience with voice cloning or creating synthetic voices.
  • Familiarity with multi-language support in TTS systems.
  • Previous experience working on interactive AI-driven systems.

Benefits

  • May have the opportunity to work on assignments in Dubai.
  • Flexibility to work remotely as part of our hybrid work policy.
  • Competitive salary.
  • Opportunities for professional growth and development.
  • A collaborative and inclusive work culture.

Work Environment

  • The office features a modern, open, and comfortable workspace designed to enhance productivity and encourage collaboration.
  • A dedicated play area where you can relax and participate in recreational activities during their breaks.
  • Enjoy a serene and relaxing atmosphere that supports a healthy work-life balance, promoting both physical and mental well-being.

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