AI Voice Application Engineer
AI Voice Application Engineers design, build, and optimize intelligent voice-driven systems that enable natural spoken interaction…
Skill Guide
Real-time streaming architecture is the design and implementation of systems that enable continuous, low-latency data exchange between clients and servers using protocols like WebSockets for bidirectional messaging, WebRTC for peer-to-peer media streaming, and SIP for session control in VoIP and multimedia communication.
Scenario
Create a web app where multiple users see each other's cursor movements and drawn strokes instantly, with no page refresh.
Scenario
Develop a 1-to-1 video chat application where the video stream is recorded on the server for compliance or training purposes.
Scenario
Design a platform for a webinar where a speaker streams video to thousands of viewers, with the ability for viewers to 'call in' via a telephone number (PSTN) using SIP.
Use Socket.IO for rapid real-time web feature development. Choose mediasoup or Janus for building scalable, custom WebRTC conferencing/sfu. Use Kamailio for SIP routing and load balancing in telephony. LiveKit provides a full-stack WebRTC solution with SDKs.
WebRTC is the browser-native standard for P2P media. SIP is the signaling standard for VoIP/multimedia sessions. WebSocket provides full-duplex communication over TCP. SRTP is the encryption layer for media in WebRTC and SIP.
Use webrtc-internals for detailed client-side WebRTC stats. Wireshark is essential for debugging packet loss and NAT issues. Grafana monitors system health (CPU, bitrate, latency). SIPp simulates SIP call load for performance testing.
Answer Strategy
The interviewer is testing systematic problem-solving and deep knowledge of WebRTC internals. Structure your answer around client, network, and server. Sample: 'First, I'd check the client's webrtc-internals stats for packet loss, jitter, and RTCP round-trip time. High packet loss suggests network issues or a bad bitrate setting. I'd verify the ICE candidate pair used-is it relay (TURN) indicating a NAT problem? I'd then check server-side SFU metrics for CPU usage and outbound bitrate. Finally, I'd have the user run a network speed test and check if they're on WiFi with contention.'
Answer Strategy
This tests architectural thinking and protocol selection. The core competency is separating control from data. Sample: 'I'd use WebSockets for the control channel-carrying DOM events, scroll positions, and control permissions in real-time with low overhead. For the visual co-browsing, I'd avoid streaming full video due to latency and privacy. Instead, I'd use a server that renders the page and streams only the visual diff or uses a shadow DOM approach. The control signals and state updates would be multiplexed over the WebSocket, while the visual representation could use a separate WebRTC data channel if low-latency screen sharing is needed.'
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