Machine Learning Engineer - Conversational AICÔNG TY CỔ PHẦN TRUSTING SOCIAL - AI Fintech Trusting Social
Hình thức: Toàn thời gian
Ngày đăng: 20/11/2024
Hạn nộp: 22/12/2024
Mô tả công việc
Tóm tắt công việc
We're seeking a Machine Learning Engineer to build and deploy multi-agent conversational AI systems with voice capabilities. You'll be responsible for developing real-time voice agents that can engage in natural, multi-turn conversations while maintaining high performance at scale.
Responsibilities
Design and implement multi-agent voice-based AI systems that can handle complex, real-time conversations
Build and optimize streaming communication pipelines for real-time speech processing
Deploy and scale ML models for production environments
Optimize model serving and inference for high-performance requirements
Technical Requirements
Multi-Agent Systems & Voice AI
Experience building multi-agent systems using LLMs
Knowledge of voice agent architectures and conversation management
Understanding of multi-turn dialogue systems
Knowledge of interruption and end turn detection in voice interaction, mimicking human-like conversation flow.
Streaming & Real-time Processing
Strong experience with async/streaming architectures
Proficiency in building real-time communication systems
Experience with WebSocket, gRPC, or similar streaming protocols
Hands-on experience with speech processing pipelines
Production ML Experience
Track record of deploying ML systems to production
Experience with ML monitoring and observability
Understanding of ML system scalability and reliability
Understanding of deploying ML/DL models on a large scale setup (optimize latency / throughput/ GPU usage...)
Experience with at least one serving framework such as Ray, Triton Server, Kubeflow,..
Competitive compensation package, including 13th-month salary and performance bonuses
Comprehensive health care coverage for you and your dependents
Generous leave policies, including annual leave, sick leave, and flexible work hours
Convenient central district 1 office location, next to a future metro station
Onsite lunch with multiple options, including vegetarian
Grab for work allowance and fully equipped workstations
Fun and engaging team building activities, sponsored sports clubs, and happy hour every Thursday
Unlimited free coffee, tea, snacks, and fruit to keep you energized
An opportunity to make a social impact by helping to democratize credit access in emerging markets.
We're seeking a Machine Learning Engineer to build and deploy multi-agent conversational AI systems with voice capabilities. You'll be responsible for developing real-time voice agents that can engage in natural, multi-turn conversations while maintaining high performance at scale.
Responsibilities
Design and implement multi-agent voice-based AI systems that can handle complex, real-time conversations
Build and optimize streaming communication pipelines for real-time speech processing
Deploy and scale ML models for production environments
Optimize model serving and inference for high-performance requirements
Technical Requirements
Multi-Agent Systems & Voice AI
Experience building multi-agent systems using LLMs
Knowledge of voice agent architectures and conversation management
Understanding of multi-turn dialogue systems
Knowledge of interruption and end turn detection in voice interaction, mimicking human-like conversation flow.
Streaming & Real-time Processing
Strong experience with async/streaming architectures
Proficiency in building real-time communication systems
Experience with WebSocket, gRPC, or similar streaming protocols
Hands-on experience with speech processing pipelines
Production ML Experience
Track record of deploying ML systems to production
Experience with ML monitoring and observability
Understanding of ML system scalability and reliability
Understanding of deploying ML/DL models on a large scale setup (optimize latency / throughput/ GPU usage...)
Experience with at least one serving framework such as Ray, Triton Server, Kubeflow,..
Competitive compensation package, including 13th-month salary and performance bonuses
Comprehensive health care coverage for you and your dependents
Generous leave policies, including annual leave, sick leave, and flexible work hours
Convenient central district 1 office location, next to a future metro station
Onsite lunch with multiple options, including vegetarian
Grab for work allowance and fully equipped workstations
Fun and engaging team building activities, sponsored sports clubs, and happy hour every Thursday
Unlimited free coffee, tea, snacks, and fruit to keep you energized
An opportunity to make a social impact by helping to democratize credit access in emerging markets.
Yêu cầu
Requirements
BS/MS in Computer Science or related field
3+ years of ML engineering experience
Most prioritize to strong python coding skills, strong logical thinking, strong debugging, tracing open source code
Experience with PyTorch or similar ML frameworks
Demonstrated experience shipping production ML systems (Docker, k8s,..)
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.
BS/MS in Computer Science or related field
3+ years of ML engineering experience
Most prioritize to strong python coding skills, strong logical thinking, strong debugging, tracing open source code
Experience with PyTorch or similar ML frameworks
Demonstrated experience shipping production ML systems (Docker, k8s,..)
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.
Quyền lợi
Machine Learning
Python
PyTorch
Docker
Kubernetes
Python
PyTorch
Docker
Kubernetes
Thông tin khác
Địa điểm làm việc
- TẦNG 8 TÒA NHÀ HAVANA, 132 HÀM NGHI - PHƯỜNG BẾN THÀNH - QUẬN 1 - TP HỒ CHÍ MINH.
Việc làm Hồ Chí Minh
Việc làm Quận 1
- TẦNG 8 TÒA NHÀ HAVANA, 132 HÀM NGHI - PHƯỜNG BẾN THÀNH - QUẬN 1 - TP HỒ CHÍ MINH.
Việc làm Hồ Chí Minh
Việc làm Quận 1
Giới thiệu công ty
CÔNG TY CỔ PHẦN TRUSTING SOCIAL - AI Fintech Trusting Social việc làm
TẦNG 8 TÒA NHÀ HAVANA, 132 HÀM NGHI - PHƯỜNG BẾN THÀNH - QUẬN 1 - TP HỒ CHÍ MINH.
Quy mô: Từ 101 - 500 nhân viên
Việc làm tương tự
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Thương lượng
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Vị trí Machine Learning Engineer - Conversational AI do công ty CÔNG TY CỔ PHẦN TRUSTING SOCIAL - AI Fintech Trusting Social tuyển dụng tại Hồ Chí Minh, Joboko tự động tổng hợp mức lương Thỏa thuận, tìm thêm việc làm về Machine Learning Engineer - Conversational AI hoặc công ty CÔNG TY CỔ PHẦN TRUSTING SOCIAL - AI Fintech Trusting Social ở các link phía trên
Giới thiệu công ty
CÔNG TY CỔ PHẦN TRUSTING SOCIAL - AI Fintech Trusting Social việc làm
TẦNG 8 TÒA NHÀ HAVANA, 132 HÀM NGHI - PHƯỜNG BẾN THÀNH - QUẬN 1 - TP HỒ CHÍ MINH.
Quy mô: Từ 101 - 500 nhân viên