Recruitment & HR Tech

Dedicated Development Team for Recruitment & HR Tech

Dedicated Development Team for recruitment & hr tech, built around the constraint that defines the sector: any screening automation must be tested for bias and be explainable to a rejected candidate.

Regulations in scope
4
Systems we integrate
4
Typical first release
6 weeks

What changes when it is recruitment & hr tech

This model works when you have the product direction and need capacity, not when you need someone else to decide what to build. We are honest about which situation you are in before starting.

In recruitment & hr tech, any screening automation must be tested for bias and be explainable to a rejected candidate. That single fact reshapes how dedicated development team has to be built here, the guardrails, the approval points and the evidence trail are design inputs rather than things bolted on before go-live.

The workload we are most often asked to take on first is CV parsing and structured screening, usually integrated against HRMS. Integration comes before intelligence. A model that cannot reach your systems of record is a demo with good manners.

Built by engineers who ship production systems, not by a practice that subcontracts the build. We hand over with runbooks, tests and a team that knows how it works, not a dependency.

The sector constraints we design around

Defining constraint
any screening automation must be tested for bias and be explainable to a rejected candidate
Regulations in scope
labour laws · DPDP Act 2023 · equal opportunity obligations · EU AI Act high-risk classification for hiring
Systems of record
ATS · HRMS · assessment platforms · background verification services
Where we usually start
CV parsing and structured screening

Dedicated Development Team workloads in recruitment & hr tech

  • CV parsing and structured screening
  • interview scheduling
  • candidate communication
  • job description drafting
  • interview note summarisation

What is included

  • Engineers who join your rituals rather than reporting separately
  • Defined time-zone overlap agreed up front
  • Your tooling, your repository, your review process
  • Clear IP assignment from day one
  • Monthly capacity you can raise or lower with notice
  • Replacement commitment if someone is not working out

Questions from this sector

Is AI screening legal?

In India, with care; under the EU AI Act hiring is classified high-risk with specific obligations. Either way, bias testing, explainability and human review of rejections are the baseline we build to.

How do you prevent bias?

Testing outcomes across demographic groups, excluding proxy features, and keeping a human decision on every rejection. We report the test results rather than asserting fairness.

How is this different from outsourcing a project?

Direction. With a dedicated team you own the roadmap and priorities; we supply capability. Project outsourcing hands over the whole outcome, which suits a defined deliverable rather than ongoing product work.

Who owns the code?

You do, from the first commit. IP assignment is in the contract and the work lives in your repositories throughout.

What if an engineer is not working out?

Tell us early and we replace them. A silent mismatch is worse for both sides than an awkward conversation in week two.

Dedicated Development Team for recruitment & hr tech, worth a conversation?

Tell us the workload and the regulation it sits under. We will tell you what is realistic.

Or email bd@dtrasglobal.com · call +91 74118 77878