-Technical Skills Robust coding experience in Python and Java.
Hands-on experience building REST APIs and microservices.
Expertise with Kafka (producers| consumers| streaming| schemas).
Solid understanding of ML model lifecycle| orchestration| and integration patterns.
Experience working with relational and NoSQL databases.
Familiarity with cloud environments (AWS preferred).
Positive understanding of CI/CD practices (GitLab| Jenkins| etc.).
Knowledge of container-based development (Docker| Kubernetes).
Bonus / Nice-to-Have Experience with ML platforms (SageMaker| Databricks| Vertex AI| ML flow).
Experience building feature stores| scoring services| or inference APIs.
Understanding of event-driven and domain-driven architecture.
Experience in financial crime| risk| or regulated environments