layiq

/la·yiq/adjective

worthy; deserving; fitting; suitable.

A role, opportunity, or path that merits attention, time, and pursuit.

Applied AI Engineer, Advertising Agents at NewsBreak | LAYIQ

Build In-house AI Account Manager System: Own the algorithm and system design for the core "AI Account Manager" — realizing automated hosting, autonomous optimization, and intelligent scheduling of optimization across many advertiser accounts running concurrently.
Construct Intelligent Diagnosis and Strategy Recommendation Models: Analyze advertisers' performance data and delivery history to assess account health and automatically diagnose delivery pain points (such as inability to scale volume, sudden drops in ROI, or budget capping), then use LLMs to generate and safely execute actionable, auditable account-level tuning strategies.
Ensure Reliability and Measurable Quality: Build the long-running services, observability, dry-run safeguards, and offline/online evaluation that keep optimization quality measurable and catch regressions before they reach live spend.
Cross-team Collaboration to Drive Growth: Work closely with the platform-side ad delivery algorithm team and product managers to transform AI account management capabilities into the platform's core commercial competitiveness, improving advertiser retention rate and overall consumption.
Minimal Qualifications
Education Background: Bachelor's/Master's degree or higher in Computer Science, Artificial Intelligence, Data Science, or related fields.
Work Experience: Possess a basic understanding of fields such as ad delivery platforms or recommendation systems; fresh graduates are acceptable.
Familiar with building, deploying, and optimizing agentic systems in production environments.
Strong software-engineering fundamentals: production-quality code, asynchronous/concurrent programming, typed and data-modeled code, and a solid testing discipline.
Core Technical Stack: Master LLMs, RAG, tool-use, memory handling, and agent orchestration (including MCP-style tool ecosystems).
Hands-on with harness engineering, structured/schema-validated LLM outputs, and integration with modern model APIs.
Experience with REST/API integration and building reliable long-running services; familiar with modern deployment tools such as Kubernetes.
Solid grounding in machine learning and AI fundamentals; familiar with advertising or recommendation system concepts.
Possess excellent analytical and complex problem-solving abilities.

Applied AI Engineer, Advertising Agents

Employer job description

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