Role search
Get a Data Conversion Specialist who can own normalize complex legacy data sets.
No postings. No stacks of resumes. No chasing. You choose from a short list of people who have done this before.
No upfront fee. You pay only if you engage someone we present.
Interim Headhunters starts with the work behind this request: A Data Conversion Specialist focuses on the technical translation of information from aging systems into functional new environments. Unlike a general developer, this individual spends their time identifying mapping discrepancies and building the logic required to normalize data sets that often lack standardized formatting.
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- No upfront fee
- 2 to 3 vetted consultants per assignment
- Matched to your industry
- You choose
- Interim plus permanent search
- Data Conversion Specialist
The judgment call
What this hire really comes down to
A Data Conversion Specialist focuses on the technical translation of information from aging systems into functional new environments. Unlike a general developer, this individual spends their time identifying mapping discrepancies and building the logic required to normalize data sets that often lack standardized formatting. They own the transformation rules that dictate which fields map to specific target database constraints.
The specialist decides how to handle corrupted or incomplete source records that disrupt the migration path. They determine whether to apply automated cleansing routines or flag specific entries for manual audit by business stakeholders. Their work prevents the movement of junk data into your new platform, which keeps post-migration maintenance costs low and ensures the system remains usable for end operators immediately after launch.
What we check
What we check before you see anyone
- We audit their familiarity with the specific database languages and extraction tools relevant to your source system architecture. We verify that they understand how to write and optimize scripts to move large volumes of information without crashing legacy production environments or violating storage constraints.
- We evaluate their experience with record validation. We ask for concrete evidence of how they detected orphan records or mismatched data types during previous projects and the exact steps they took to reconcile those discrepancies before moving to the target environment. They must explain their approach to handling character encoding mismatches during the extraction phase.
- We confirm their ability to design iterative trial runs. We prioritize those who insist on building validation reports during mock conversions to prove the accuracy of their logic rather than those who rely solely on final load success rates. This includes simulating rollback scenarios to ensure no data is lost during a failed attempt.
- We test their understanding of technical documentation and metadata management. We ensure they can explain their transformation logic to non-technical leads and provide a clear audit trail for any data that gets excluded or archived during the final migration. They must document the mapping rules so future administrators can understand why specific transformations occurred.
Sourcing
Where we find them
We source from consultancies that manage high-volume technical transitions, specifically those involving system integrations or database overhauls. These individuals are comfortable working inside complex schemas and possess the agility to troubleshoot errors when a transfer script hits an unexpected configuration lock. They often operate as independent technical leads within larger project teams, where they act as the primary translator between the raw legacy database and the target application design.
We also recruit from organizations that have just completed major platform consolidation projects. These people seek this assignment because they want to focus entirely on the architectural side of data management rather than general system maintenance.
Where searches go wrong
Mistakes we see
- Hiring managers often choose candidates based on their mastery of the target platform while ignoring their ability to read the source system. This leads to experts who can build a table but cannot explain why the legacy data failed to fit into it, causing significant project delays.
- Many projects fail because the hire expects the business owners to know the state of their own data. A weak specialist waits for instructions, while a strong one creates automated reports to show the business owner exactly what is broken, requiring proactive communication rather than passive execution.
- Some teams treat conversion as a one-time event at the end of the project. This results in rushed mapping and untested data loads that create long-term corruption in the production environment, requiring expensive cleanup long after the initial cutover.
The search
How the Data Conversion Specialist search runs
- First, we define the technical scope based on your current legacy environment and the target system structure. We look for individuals who have worked with your specific database technologies and understand the limitations of those architectures, including the nuances of older proprietary formats that do not export cleanly to modern formats.
- Next, we interview candidates on their specific approach to mock conversions. We look for people who create detailed reconciliation reports that highlight count variances, null values and format errors before the first production load occurs. This rigor confirms they have the discipline to handle multiple dry runs until the logic is flawless.
- Finally, we assess their communication style with your business stakeholders. We prioritize those who can explain why specific records must be purged or transformed, ensuring your team remains informed about the technical constraints of the migration process. We verify their ability to translate complex data issues into clear, actionable advice for your project leadership.
Questions
Does this role include manual data entry?
No. This is a technical specialist position that focuses on automated script development and systemic reconciliation routines.
How does this differ from a database administrator?
A database administrator maintains system health and security. A conversion specialist focuses on the logic of moving data from one specific source to a destination.
Is this a temporary assignment?
This role is project-based and covers the duration of the migration cycle. No upfront fee. You pay only if you hire.
What documentation should I expect?
You should receive mapping logic, data cleansing reports and sign-off validation results. These documents verify the accuracy of the transferred information.
What replacement terms apply?
We offer a candidate replacement guarantee on standard search agreements. The applicable period and exact terms are set out in the signed client recruiting agreement.
How are recruiting fees agreed?
No upfront fee. You pay only if you engage someone we present. We scope the assignment before quoting; the fee page explains our model.
How soon can we see options?
Availability depends on the assignment and the people who fit it. We qualify interest and commitments rather than promising a shortlist date before the search is scoped.
What if the scope grows?
Discuss new responsibilities before adding them to the engagement. Agree the priorities and record any change to the brief and terms.
Can we extend an engagement?
Discuss what remains unfinished and whether the same responsibility is still needed. Extensions depend on the person's commitments and the agreed engagement terms.
Can the appointment become permanent?
A permanent move can be discussed if both sides want it. Review the future role and the applicable agreement instead of assuming that temporary coverage automatically converts.
How is a confidential search handled?
Tell us what can be disclosed and whom we must not contact. We agree those boundaries before approaching people; do not send sensitive records with an initial brief.
What are the replacement terms?
We offer a candidate replacement guarantee on standard search agreements. The applicable period and exact terms are set out in the signed client recruiting agreement.
What do you not do?
We do not sell job-board reposting as a search or bill hourly for recruiting work. We do not take a retainer unless expressly agreed, and an introduction does not authorize an engagement.
Tell us the seat
No upfront fee. You pay only if you hire. Share the title, the situation and the timing. A person reads it.
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The Six-Step Search
What do you get at each step of the search?
We agree what the person must own before contacting anyone. You see how the search is scoped and which backgrounds we pursue. We speak with candidates about the work before presenting them. The Six-Step Search gives you useful written notes and support through interviews, rather than a pile of applications.
- 01
Scope call
We talk through the seat, the business and what has to change.
You get: A one-page role brief you approve before we search.
- 02
Market map
We work out where people who have done this job actually sit.
You get: A short note on the pool and how we plan to reach it.
- 03
Direct outreach
We approach people who are not looking at job boards.
You get: Progress updates so you are never chasing us.
- 04
Screening
We interview every candidate on the work, not the resume.
You get: Written notes on fit, availability and terms for each person.
- 05
Shortlist and interviews
You meet a short list. We handle the scheduling.
You get: Several vetted options and a debrief after each interview.
- 06
Offer and start
You choose. We help settle terms and the start date.
You get: Confirmed terms, a start date and check-ins after day one.
Tell us who you need.
No upfront fee. You pay only if you engage someone we present.
Send us the seat. We will take it from there.
No upfront fee. You pay only if you engage someone we present.