-Technical Skills Robust coding experience in Python and Java.
- Hands-on experience building REST APIs and microservices.
- Expertise with Kafka (producers| consumers| streaming| schemas).
- Strong understanding of ML model lifecycle| orchestration| and integration patterns.
- Experience working with relational and NoSQL databases.
- Familiarity with cloud environments (AWS preferred).
- Good 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