Sigma Software
9 months ago
AI Software Architect (AdTech)
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Company information
- Company
- Sigma Software
- Location
- Polska Poland
- Posted
- 9 months ago
Job description
- AI Strategy & Integration: Design, train, and deploy production-grade ML models (using AWS SageMaker, Bedrock, Comprehend) for predictive analytics, anomaly detection, recommendation engines, and automation.
- MLOps & Model Serving: Own the entire ML model lifecycle, from training and versioning to secure, low-latency deployment (Model Serving) on AWS.
- Data Strategy & Governance: Define and implement a company-wide data strategy, including governance, quality, lineage, and access control.
- Partner with the Domain Expert to formalize AI-driven rules within the BRD.
- AI Governance: Implement robust monitoring for model drift, bias, and performance.
- Explainability (XAI): Develop and expose "explainability" endpoints for critical AI decisions (e.g., campaign rejection) to support governance and the Agentic Economy.
- Collaboration: Work with the Platform Back-End Dev to define data pipelines and API contracts for real-time model inference.
Required skills
- quality
- governance
- aws
- automation
- sagemaker
- access control
- performance
- data strategy
- mlops
- anomaly detection
- explainability
- ai governance
- predictive analytics
- brd
- model serving
- ml models
- bedrock
- bias
- lineage
- api contracts
- domain expert
- comprehend
- recommendation engines
- model drift
- xai
- real-time model inference
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