Machine Learning Engineer for Custom Speech and Avatar Interaction
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.