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Company Overview Incedo is a US-based consulting data science and technology services firm with over 3000 people helping clients from our six offices across US Mexico and India We help our clients achieve competitive advantage through end-to-end digital transformation Our uniqueness lies in bringing together strong engineering data science and design capabilities coupled with deep domain understanding We combine services and products to maximize business impact for our clients in telecom Banking Wealth Management product engineering and life science healthcare industries Working at Incedo will provide you an opportunity to work with industry leading client organizations deep technology and domain experts and global teams Incedo University our learning platform provides ample learning opportunities starting with a structured onboarding program and carrying throughout various stages of your career A variety of fun activities is also an integral part of our friendly work environment Our flexible career paths allow you to grow into a program manager a technical architect or a domain expert based on your skills and interests Our Mission is to enable our clients to maximize business impact from technology by Harnessing the transformational impact of emerging technologies Bridging the gap between business and technology Role Description Define reference architecture ingestion lakehouse features vectors models APIs UX make build buy decisions Select train and operationalize NLP anomaly fraud models and GenAI RAG components establish human-in-the-loop Implement experiment tracking model registry CI CD for models automated evaluation drift monitoring rollback Design retrieval pipelines chunking embeddings vector namespaces guardrails prompt policies allow-lists PII redaction and citation-based responses Oversee feature store labelling strategy and high-quality gold datasets enforce DQ rules and lineage Right-size SKUs caching batching cost per-token dashboards SLOs for latency throughput Break down epics stories estimate and sequence work unblock the team run technical design reviews Translate business policy into rule ML ensembles present options risks and trade-offs Establish testing pyramid unit data model evals e2e performance targets observability dashboards Produce design docs runbooks SOPs mentor engineers uplift coding and review standards Technical Skills 10 years of software development experience with at least 5 years leading AI ML projects Supervised unsupervised modelling anomaly detection NLP extraction classification NER OCR pipelines evaluation design precision recall ROC PR LangChain LangGraph embeddings vector databases Azure Cognitive Search vector prompt engineering safety patterns MLflow model registry online offline evals data version management CI CD for models Delta Lake Lakehouse bronze silver gold Azure Data Lake Gen2 Databricks ADF schema versioning Great Expectations Deequ Python FastAPI eventing Event Grid Service Bus containerization AKS Azure Container Apps APIM Cognitive Search Azure OpenAI Key Vault Monitor App Insights Purview Cosmos DB Azure SQL Technical decision-making cross-team coordination stakeholder communication mentoring Nice-to-have skills Certifications in AI ML disciplines Hands-on experience with explainable AI and AI governance Familiarity with regulatory compliance standards for financial data e g SOX GDPR Qualifications Bachelor s Degree in Computer Science or related science field or equivalent Company Value We value diversity at Incedo We do not discriminate based on race religion color national origin gender sexual orientation age marital status veteran status or disability status