Banamex
Banking
Banamex-DataQualitySrAnalystIA/LLM
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“Banamex - Data Quality Sr Analyst IA/LLM at Banamex. Skills: Data Quality, Data Governance, AI/LLM Architectures, MLOps. Ensure data meets standards. Evaluate data issues”
What You'll Achieve.
meet shared objectives
Industry & Context.
analytical skills and attention to detail; Proven ability to provide in-depth and sophisticated analysis with interpretive thinking to define problems and develop innovative solutions
What They're Looking For.
Must Have
5-8 years of experience with defining and implementing Data Quality, analytical skills and attention to detail, project management skills, Intermediate proficiency in System Query Language (SQL), Demonstrated understanding of Database structures, Proven ability to provide in-depth and sophisticated analysis with interpretive thinking to define problems and develop innovative solutions, Communicates effectively in non-technical terms at all levels of the organization, Bachelor's/University degree
Nice to Have
Banking or Finance industry preferred, Working knowledge of Collibra and other Data Governance industry standard tools, Working knowledge of Tableau (report consumer, developer, etc. ), 6–10+ years in software/data/ML, 3+ years carrying models to production, LangChain/LlamaIndex optional, vLLM/ONNX, MLflow/Kubeflow/Azure ML, vector DB (Milvus/pgvector/FAISS), A testing, optimisation of costs
What You'll Do.
Ensure data meets standards
Analyze data challenges
Develop resolution recommendations
Collaborate with teams
Develop subject matter expertise
Contribute to procedure guidelines
Develop methods to identify data patterns
Perform data quality analytics
Identify data challenges
Contribute to resolution strategies
Assist in data improvement initiatives
Remediate Audit and Regulatory feedback
Report Data Quality issues
Coordinate data consumption demand
Understand data challenges and solutions
Identify data quality rules
Perform financial reconciliation
Define business requirements documents
Lead project management activities
Support senior management vision
Demonstrate consideration for reputation
Apply ethical judgement
Escalate control issues
Design AI/LLM architectures
Build reproducible pipelines
Deploy models as services
Establish evaluation frameworks
Mentor and elevate technical bar
How You'll Work.
Team & Collaboration
Collaborate with an array of teams and groups; Liaise with other areas of the firm; Collaborates effectively by building partnerships and working well with others
Communication Scope
Communicates effectively in non-technical terms at all levels of the organization
Process & Methodology
Lead project management activities, project management skills
Full Job Description
The Data Quality Sr. Analyst helps to ensure data sourced and provisioned by different areas, meets all required Data Quality standards. In this role, moderately complex and variable issues are evaluated with substantial potential impact, where development of an approach/taking of an action involves weighing various alternatives and balancing potentially conflicting situations using multiple sources of information. The Data Quality Sr. Analyst assesses, evaluates, and analyzes data challenges and provide recommendations on their resolution. They collaborate with an array of teams and groups, developing subject matter expertise and knowledge of industry practices and standards. ** _Responsibilities:_** * Partners with Enterprise Chief Data Office to contribute to the development of procedure guidelines and standards addressing Data Certification and Data Quality management * Develop methods to identify data patterns and trends in available data sources, perform data quality analytics and identify data challenges * Contribute to Data Quality resolution strategies and practices * Assist in data improvement initiatives in compliance with Citi Data Governance Policy * Assists in the remediation of Audit and Regulatory feedback on issues and concerns * Report Data Quality issues through Citi’s corresponding Data/Issue management process, and/or Coordinate efforts for Data consumption demand and Data requirement from strategic data repositories * Liaise with other areas of the firm to understand data challenges and solutions. Supports identification of data quality rules, thresholds, and other business requirements * Perform financial reconciliation, and measure Data Quality to drive data quality resolution * Define and formulate business requirements documents that contribute to resolve Data Quality issues * Lead project management activities * Support senior management strategic vision * Appropriately assess risk when business decisions are made, demonstrating considerat
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