Founding Software Engineer — AI & Voice Systems
Job in
Jacksonville, Duval County, Florida, 32290, USA
Listed on 2026-10-02
Listing for:
Roark
Full Time
position Listed on 2026-10-02
Job specializations:
-
Software Development
Backend Developer, AI Reliability/ Performance Engineer
Job Description & How to Apply Below
Role overview
A founding-level engineering position focused on building the evaluation and measurement infrastructure for an AI voice calling platform. The work centers on scoring production calls in near real time, layering audio-native signals (pronunciation, emotion, vocal stress) on top of LLM-based evaluators, and powering a simulation engine that places realistic automated calls. Getting this measurement layer right is treated as foundational to everything else in the product.
Responsibilities- Design and operate evaluation pipelines that score large volumes of production calls at low latency.
- Build audio-native metrics that go beyond transcripts, validating them against human-labeled ground truth alongside LLM-based evaluators.
- Extend a simulation engine that dials real agents across phone and WebRTC, modeling varied personas, accents, and background noise.
- Own large-scale analytics infrastructure, including columnar data stores, key-value streams, and the query layer feeding internal dashboards.
- Orchestrate long-running, distributed workflows (replays, backfills, load tests) using a durable workflow engine, with strong attention to idempotency and correctness.
- Operate what you build: dashboards, alerts, and root-cause investigation when production metrics drift.
- Four or more years of production experience building backend, ML, or audio systems, ideally in Type Script or Python.
- Hands-on depth in at least one of: speech/audio processing, LLM evaluation pipelines, or high-volume data infrastructure.
- Strong rigor around correctness, with comfort thinking in terms of idempotency, replay safety, and ground-truth labels rather than only happy paths.
- Willingness to own operations, including dashboards, alerts, and after-hours investigation.
- Clear written communication, with design documents and post-mortems people actually want to read.
- Familiarity with the listed stack (Type Script, Bun, AWS via SST, Click House, DynamoDB, Temporal, Postgres, and WebRTC/telephony integrations).
- Experience validating ML systems against human judgment at scale.
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