Machine Learning Engineer - Conversational AI

We&039;re seeking a Machine Learning Engineer to build and deploy multi- agent conversational AI systems with voice capabilities. You&039;ll be responsible for developing real- time voice agents that can engage in natural, multi- turn conversations while maintaining high performance at scale.

Design and implement multi- agent voice- based AI systems that can handle complex, real- time conversations
Deploy and scale ML models for production environments
Build and optimize streaming communication pipelines for real- time speech processing
Optimize model serving and inference for high- performance requirements

Knowledge of interruption and end turn detection in voice interaction, mimicking human- like conversation flow.
Understanding of multi- turn dialogue systems
Experience building multi- agent systems using LLMs
Knowledge of voice agent architectures and conversation management

Experience with WebSocket, gRPC, or similar streaming protocols
Hands- on experience with speech processing pipelines
Proficiency in building real- time communication systems
Strong experience with async/streaming architectures

Track record of deploying ML systems to production
Understanding of deploying ML/DL models on a large scale setup (optimize latency / throughput/ GPU usage…)
Understanding of ML system scalability and reliability
Experience with at least one serving framework such as Ray, Triton Server, Kubeflow,..
Experience with ML monitoring and observability

Yêu cầu công việc

Requirements

Most prioritize to strong python coding skills, strong logical thinking, strong debugging, tracing open source code
Demonstrated experience shipping production ML systems (Docker, k8s,..)
Experience with PyTorch or similar ML frameworks
3+ years of ML engineering experience
BS/MS in Computer Science or related field

This role combines ML engineering with real- time voice processing expertise, focusing on building practical, scalable AI systems that can be deployed in production environments.

Fun and engaging team building activities, sponsored sports clubs, and happy hour every Thursday
Comprehensive health care coverage for you and your dependents
Convenient central district 1 office location, next to a future metro station
Unlimited free coffee, tea, snacks, and fruit to keep you energized
Competitive compensation package, including 13th- month salary and performance bonuses
Onsite lunch with multiple options, including vegetarian
Grab for work allowance and fully equipped workstations
An opportunity to make a social impact by helping to democratize credit access in emerging markets.
Generous leave policies, including annual leave, sick leave, and flexible work hours

Cập nhật gần nhất lúc: 2024-12-05 18:50:03