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Senior DataStage Consultant

Senior DataStage Consultant
Orlando, FL Hybrid 3-Days onsite Need Local
Long Term
Contract

 

•                Design, develop, and maintain IBM DataStage ETL jobs that ingest file feeds (CSV, fixed-width, delimited) and load curated destination tables in SQL Server.

•                Build end-to-end ETL flows, including staging, transformations, validations, and publishing to downstream schemas.

•                Perform source-to-target mapping and implement transformation logic based on business and technical requirements.

•                Use common DataStage stages and patterns (e.g., Sequential File, Transformer, Lookup, Join/Merge, Aggregator, Sort, Funnel, Remove Duplicates), with attention to partitioning and parallel job design.

•                Write, optimize, and tune SQL Server queries, stored procedures, and T SQL scripts used in ETL workflows.

•                Implement restartable and supportable jobs: parameterization, robust logging, reject handling, auditing columns, and reconciliation checks.

•                Apply data quality controls (format checks, referential checks, null/duplicate checks, threshold checks) and produce clear exception outputs for remediation.

•                Monitor and troubleshoot ETL runs using DataStage Director/Operations Console and SQL Server tooling; perform root-cause analysis and fix defects.

•                Improve performance through job design tuning (partitioning strategy, sorting choices, buffering, pushdown where appropriate) and SQL tuning (indexes, statistics, set-based logic).

•                Participate in code reviews, testing, documentation, and release activities; maintain clear runbooks and operational procedures.

•                Collaborate with business analysts, data modelers, QA, and production support to deliver stable pipelines.

Required skills and experience

•                Hands-on IBM DataStage ETL development experience, including data mapping and transformation implementation.

•                Strong SQL Server experience with advanced T SQL (joins, window functions, CTEs, temp tables, indexing basics, query plans).

•                Solid understanding of file-based ingestion and parsing (CSV, fixed-width, headers/trailers, control totals, encoding, delimiters, quoting/escaping).

•                Experience designing ETL jobs with good operational characteristics: parameter-driven design, logging, error handling, restart/re-run strategy, and auditability.

•                Ability to troubleshoot data issues end-to-end (source file → stage tables → target tables) and communicate findings clearly.

Preferred qualifications

•                Experience with DataStage Parallel Jobs tuning (partitioning methods, collect/sort trade-offs, skew handling).

•                Familiarity with UNIX/Linux basics and shell scripting for orchestration and file handling.

•                Experience with job scheduling/orchestration tools (e.g., Control M, Autosys) and CI/CD practices.

•                Knowledge of common warehousing patterns (incremental loads, slowly changing dimensions, surrogate keys, effective dating).

•                Experience with version control (Git) and structured promotion/release processes across environments (dev/test/prod).

•                Exposure to data governance practices (metadata, lineage, naming standards) and secure handling of sensitive data.

Education

•                Bachelor’s degree in Computer Science, Engineering, Information Systems, or equivalent practical experience.

What success looks like in this role

•                File feeds land and load consistently with clear reconciliation results.

•                Failures are diagnosable from logs and reject outputs without deep forensics.

•                Jobs meet runtime SLAs through solid DataStage design and SQL tuning.

•                Mappings and transformations are documented and traceable to requirements.

 

 

 

 

 

 

Munesh

770-838-3829,

munesh@cysphere.net

munesh.reddy.us@gmail.com

CYBER SPHERE LLC

 

About Author

I’m Monica Kerry, a passionate SEO and Digital Marketing Specialist with over 9 years of experience helping businesses grow their online presence. From SEO strategy, keyword research, content optimization, and link building to social media marketing and PPC campaigns, I specialize in driving organic traffic, boosting rankings, and increasing conversions. My mission is to empower brands with result-oriented digital marketing solutions that deliver measurable success.

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