Sr. Data Analyst

Job Title : Sr. Data Analyst
Work Location : Frisco, TX
Client UST /T-Mobile

Mandatory Skills: Finance FP&A / Planning (BPM)(Finance Domain) Data Quality & Validation

Role Overview:

We are seeking a Senior Data Analyst to support a critical finance transformation initiative by ensuring data accuracy, completeness, and readiness, especially for the FP&A / Planning (BPM) workstream.

The organization is implementing planning modules (Oracle BPM / EDM / EBPCS) and will feed data from upstream platforms such as Snowflake / Databricks into these systems. This role will focus on vetting and validating upstream and downstream data, performing analysis to ensure correctness, and partnering closely with the Data Architect to support the RDMP platform goals. This role requires someone senior who can ask the right questions, challenge assumptions, investigate upstream issues, and ensure data truly solves the business problem (single source of truth for finance).

Key Responsibilities

1. Perform data validation and vetting for FP&A/Planning use cases:
2. Validate upstream datasets feeding Oracle planning modules (BPM/EDM/EBPCS)
3. Identify mismatches, quality gaps, reconciliation issues, and root causes
4. Conduct data analysis to ensure accuracy and consistency across domains:
5. Compare finance outputs across systems to prevent multiple answers to key metrics (e.g., revenue)
6. Build and execute data quality checks and validation routines:
7. Completeness, accuracy, timeliness, and business rule conformance
8. Work closely with the Data Architect to support RDMP platform build:
9. Provide insights on source data issues and domain definitions
10. Support lineage/quality requirements and documentation
11. Collaborate with FP&A partners and domain stakeholders:
12. Translate business expectations into validation rules and test cases
13. Ensure the data being delivered aligns to real business outcomes
14. Investigate upstream issues and coordinate with data engineering teams to fix defects quickly.
15. Maintain documentation on data definitions, validation steps, findings, and remediation status.

Required Qualifications

1. 7 10+ years of experience as a Data Analyst / Senior Data Analyst in enterprise data environments.
2. Strong experience in data analysis and validation using:
3. SQL and analytical techniques
4. Data profiling and reconciliation across multiple sources
5. Strong hands-on exposure to:
6. Snowflake
7. Databricks
8. Azure ecosystem (data services understanding)
9. Familiarity with Oracle planning modules (BPM / EDM / EBPCS) and/or finance planning data flows.
10. Strong critical thinking and ability to ask probing questions across upstream/downstream systems.

Preferred Qualifications

1. Finance domain experience (FP&A, Accounting, Revenue, Tax, Treasury) or similar data-intensive domains.
2. Experience supporting data for forecasting / modeling / ML initiatives (data readiness and quality).
3. Familiarity with data lineage, observability, and governance practices.

Key Skills & Competencies

1. Strong attention to detail; data accuracy-first mindset.
2. Ability to independently investigate issues and drive closure.
3. Strong ownership and urgency bias for action.
4. Strong stakeholder communication; can bridge business + technical teams.

Interview Evaluation Focus

1. Scenario-based data validation and reconciliation discussions
2. Demonstrated examples of finding root causes across complex data flows
3. Ability to challenge upstream issues and define what good data looks like
4. Practical SQL/data reasoning skills

ABOUT US

Apptad offers strategic consulting, enterprise information management and digital transformation services. With globally connected offices in US and India along with a team of trained and certified IT resources, Apptad ensures quick and effective delivery to its customers.Apptad is relentlessly reinventing the outlook of how companies leverage data.

With an effort to enable our customers the ability to solve biggest problems within their organization.We perceive our clients problems and respond with custom solutions instead of handing over boilerplate responses.

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