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efrac lab

Hiring: AI Platform Lead – Laboratory & Business Intelligence (Kolkata)

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  • Posted 21 hours ago
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Job Description

We are building a next-generation AI-driven laboratory and commercial intelligence platform.

We are looking for someone who can translate complex scientific workflows into scalable AI systems, integrate them with existing platforms (LIMS, instruments, CRM), and drive real adoption across teams.

This is not a research role. This is a hands-on system building role.

What You Will Build

Laboratory AI Systems

  • Automated report validation engines:
  • Value checks, trend analysis, UOM consistency
  • Method vs parameter validation

Raw data vs report validation:

  • Parsing instrument outputs (chromatograms, raw files)
  • Detecting anomalies, inconsistencies, manual overrides
  • AI-assisted scientific validation (logic will be provided by domain experts)

Platform & Integration

  • Build end-to-end systems integrating:
  • LIMS
  • Instrument data outputs
  • CRM / business systems
  • Develop internal dashboards and tools for lab and management teams
  • Ensure seamless data pipelines and automation

Commercial & Management AI

  • Lead generation and scoring using AI
  • Client churn analysis and focus account identification
  • Visit analytics:
  • Visit frequency vs revenue vs cost
  • Gap analysis across visits
  • Business dashboards and predictive analytics

Training & Adoption

  • Train lab teams on AI-assisted validation tools
  • Train sales teams on AI-driven lead generation and conversion
  • Drive organization-wide adoption of AI systems

What We Are Looking For

Must-have:

  • Strong hands-on experience in:
  • Python, APIs, data pipelines
  • AI/ML deployment (not just modeling)
  • Experience building end-to-end systems / platforms
  • Strong understanding of real-world data challenges (messy, incomplete, inconsistent data)
  • Ability to convert business/scientific logic into automated systems

Good to have:

  • Exposure to:
  • Industrial / scientific data
  • Analytical instruments or manufacturing environments
  • LIMS / ERP / CRM integrations
  • Experience with time-series or signal data

Communication:

  • Strong spoken and written English (mandatory)
  • Bengali (preferred, not mandatory)
  • Ability to train and work closely with non-technical teams

What This Role Is NOT

  • Not a pure data science or research role
  • Not a reporting/dashboard-only role
  • Not a theoretical AI role

We are looking for someone who builds, integrates, and deploys.

Why Join Us

  • Opportunity to build AI systems in a high-impact, real-world scientific environment
  • Direct access to domain experts and complex datasets
  • Freedom to architect systems from scratch
  • Leadership visibility and fast decision-making environment

Location: Kolkata (on-site preferred)

Compensation

Competitive and aligned with capability (we value builders, not titles)

How to Apply

Send your profile along with:

  1. Examples of systems/platforms you have built
  2. Description of one real-world AI system you designed end-to-end

Candidates without hands-on system-building experience (beyond models or dashboards) will not be considered.

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About Company

Job ID: 145646627

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