Manufacturing Operations Specialist

Role Summary

The Manufacturing Operations Analyst serves as the critical bridge between aseptic manufacturing operations and IT/analytics teams. This role is responsible for interpreting and correlating Vision AI insights with multiple manufacturing systems to generate actionable, GMP‑aligned intelligence for sterile and aseptic production environments.

The analyst ensures that cross‑system data is interpreted with strong manufacturing context—reducing false positives, strengthening QA confidence, and enabling faster, audit‑ready decision‑making.

1️⃣ Operational Interpretation of Vision AI Signals

• Operator interventions
• Glove usage patterns
• Vial movement and stability
• Line stoppages and micro‑events
• Interpret signals within operational context:
  • Batch phase (startup, steady‑state, shutdown)
  • Shift changes and handovers
  • Aseptic practices and SOP‑driven behaviors

Correlate Vision AI events with:

• MES / e  systems
• SCADA alarms and event logs
• Batch records and timestamps
• Equipment and environmental monitoring data

Identify:

• Leading indicators visible only through vision systems
• Lagging indicators captured by digital systems
• Gaps where traditional systems miss real‑world behavior
• Perform batch‑wise and shift‑wise analytics
• Support Root Cause Analysis (RCA) and CAPA development
• Reduce false positives and misinterpretation of AI signals
• Provide contextual and visual evidence for:
  • Deviation reports
  • CAPAs

4️⃣ QA- and Audit‑Ready Insight Generation

• Clear operational narratives
• QA‑friendly summaries
• Audit‑ready documentation
• GMP‑aligned explanations suitable for regulatory review

5️⃣ Collaboration with IT, Data & Engineering Teams

• Define operationally meaningful signals
• Ensure correct temporal alignment of data
• Provide process‑aware requirements for dashboards and models
• Enable scalable analytics grounded in manufacturing reality

Track and report on KPIs including:

• Deviation prevention
• Sterility risk reduction
• Operational efficiency improvements

Present findings in executive‑ and operations‑ready formats.

10+ years of experience in pharmaceutical manufacturing operations
, specifically in:

• Aseptic fill‑finish
• Cleanroom manufacturing environments
• 10+ years in pharma manufacturing operations (aseptic / sterile)
• Strong GMP knowledge and deviation management experience
• Hands‑on experience with batch manufacturing & shift operations
• Direct involvement in RCA and CAPA processes
• Experience with MES / e  and SCADA systems
• Ability to translate operational data into QA- and audit‑ready narratives
• Working knowledge of Python
• Experience with visualization tools (Power BI or similar)