Role specific.
SDM Test
The SDM Test evaluates leadership, project management, and technical oversight skills, helping employers identify capable software development managers who ensure team success and project alignment with business goals.
Summarize this test and see how it helps assess top talent with:
- Test type
- Role specific
- Duration
- 30 min
- Level
- Intermediate
- Questions
- 25
Skills measured
SDM Fundamentals & Architecture
Covers the evolution of subscriber data management from HLR/HSS in legacy systems to modern cloud-native UDM/UDR architectures. Explains SDM’s central role in storing subscriber identities, service entitlements, mobility, and policy data across 2G/3G/4G/5G networks. Emphasizes reliability, scalability, and low latency as critical attributes for carrier-grade deployments.
SDM Data Models & Schemas
Focuses on the logical and physical organization of subscriber data, including identifiers (IMSI, MSISDN, SUPI, SUCI), service and policy attributes, roaming profiles, IoT extensions, and converged data models. Covers schema versioning, migration strategies, indexing for performance, and ensuring data consistency and referential integrity at massive scale.
3G/4G SDM & Diameter Interfaces
Examines SDM in LTE/IMS networks, with emphasis on Diameter interfaces (S6a/S6d, Sh, Ud, Cx/Dx). Reviews HSS responsibilities such as authentication, authorization, location management, and profile provisioning. Discusses interworking with PCRF for policy decisions, roaming support, and resilience strategies like Diameter Routing Agent (DRA) and SCTP multi-homing.
5G Core SDM & Service-Based Architecture
Explores SDM in the 5G Service-Based Architecture (SBA). Details the functions of UDM, UDR, UDF, and UDSF; how Nudm, Nudr, and Naf interfaces support NF-to-NF data access; and the role of SCP for routing and mediation. Explains SDM’s role in slice-aware subscriber profiles, mobility registration, subscription data management, and interworking with legacy HSS during NSA/SA migration.
Identity, Authentication & Security (AUSF, EAP-AKA’)
Focuses on 5G identity frameworks (SUPI/SUCI concealment, KDF chains, credential lifecycle) and the Authentication Server Function (AUSF). Examines protocols like EAP-AKA’, secure key derivation, inter-PLMN data exchange via SEPP, and NF security using TLS/mTLS and OAuth2/JWT tokens. Discusses subscriber data protection against fraud, interception, and regulatory requirements.
Policy, Charging & Service Exposure Integration
Explains how SDM integrates with PCF (Policy Control Function), CHF/CCS, SMF, and IMS to provide subscriber policies, entitlements, and charging attributes. Covers NEF (Network Exposure Function) APIs for exposing subscriber data to partners and applications. Discusses real-time vs batch data access, caching strategies, and maintaining data coherence in high-volume environments.
Replication, Consistency & Geo-Redundancy
Focuses on how SDM ensures availability and resilience. Covers active-active/geo-redundant deployments, replication strategies (synchronous vs asynchronous), and consistency models (strong, eventual, CRDTs). Discusses performance tuning to meet millisecond-level SLAs, tail-latency mitigation, quorum mechanisms, and capacity planning for hundreds of millions of subscribers.
Migration & Interworking (HLR/HSS → UDM)
Examines strategies for migrating from legacy HLR/HSS to modern cloud-native SDM. Includes data mapping, cleansing, rekeying identifiers, handling collisions, and phased cutovers with rollback mechanisms. Reviews interworking during NSA/SA rollouts, continuity for VoLTE/VoNR, and support for MVNO separation and number portability. Highlights risk management during large-scale migrations.
Cloud-Native SDM Operations (CNFs, K8s, Observability)
Covers deployment of SDM as Cloud-Native Network Functions (CNFs) using Kubernetes. Discusses scaling strategies (HPA, pod disruption budgets), CI/CD pipelines, config/secret management, SLOs/error budgets, and observability practices (metrics, traces, logs). Includes chaos testing, disaster recovery drills, and FinOps optimization for cloud cost efficiency.
Governance, Privacy, Compliance & Analytics
Reviews the regulatory and business aspects of SDM. Covers GDPR/CCPA compliance, lawful intercept requirements, data retention/deletion, consent management, and audit trails. Explores analytics use-cases like subscriber churn prediction, slice utilization KPIs, and IoT scaling, with privacy-preserving methods such as pseudonymization, anonymization, and cohorting.
Use of the SDM Test
The Software Development Manager (SDM) Test is designed to evaluate the leadership, technical, and managerial capabilities required to oversee complex software development initiatives. In today’s fast-paced technology landscape, organizations need leaders who can not only guide engineering teams but also align software solutions with business goals, manage resources effectively, and ensure timely, high-quality delivery.
This assessment helps employers identify candidates who possess the right balance of technical understanding and people management skills. It goes beyond coding expertise, focusing on the ability to drive strategy, mentor developers, foster collaboration, and manage the full lifecycle of software projects. By using this test during hiring, companies can make informed decisions, ensuring they select individuals who can lead teams, resolve conflicts, manage risks, and contribute to long-term organizational success.
The test covers a comprehensive set of skills including software project management, team leadership, communication, stakeholder management, problem-solving, and process optimization. These areas ensure that candidates are capable of handling both the human and technical aspects of the role, from guiding agile teams to coordinating cross-functional efforts and aligning engineering output with strategic objectives.
By incorporating the SDM Test into the recruitment process, organizations gain a reliable measure of a candidate’s readiness to take on critical leadership roles in software development. It helps reduce hiring risks, saves time in evaluating managerial competencies, and ensures that the selected professionals can deliver value through effective leadership, innovation, and execution.
Who is this test for?
The SDM Test is relevant across technology, finance, healthcare, and product-based industries, assessing candidates’ leadership, project management, and technical oversight skills—ensuring they can manage teams, drive software delivery, and align development with strategic business objectives.
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Sample reports
SDM Test
View sample questionsTop five hard skills interview questions for SDM
Here are the top five hard-skill interview questions tailored specifically for SDM. These questions are designed to assess candidates’ expertise and suitability for the role, along with skill assessments.
Frequently asked questions (FAQs) for SDM Test
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