Executive, R&D Injectable (AI/ML)
Overview
Amneal Pharmaceuticalsamneal.comPosted 2 months ago
Ahmedabad, Gujarat, INOn-site
Quick apply- Seniority level
- Executive
- Employment type
- Full time
- Work experience
- 3+ years
- Specialization
- Machine learning & AI
Responsibilities
- Develop and implement AI/ML models for data extraction, validation, and analysis (documents, chromatograms, lab data)
- Build NLP-based solutions for semantic search, document processing, and structured data generation
- Implement AI-driven anomaly detection, trend analysis, and predictive insights
- Enable AI use cases across MVS, LIMS, ELN, QMS, and Excel validation systems
- Evaluate and validate vendor AI solutions:
- Verify accuracy, reliability, and performance
- Design validation scenarios and test datasets
- Review model logic and outputs
- Identify risks, gaps, and compliance issues
- Support system integration (LIMS, ELN, QMS, SAP) and data harmonization
- Ensure compliance with GxP, Data Integrity (ALCOA+), and 21 CFR Part 11
- Support Computer System Validation (CSV) and audit readiness
Requirements
- Strong programming in Python
- Experience in Machine Learning & AI model development
- Knowledge of NLP (document extraction, semantic search)
- Exposure to OCR / data extraction from PDFs
- Experience with TensorFlow / PyTorch
- Understanding of model validation, statistics, and data analysis
- Basic knowledge of APIs and system integrationPreferred Domain Knowledge
- Exposure to LIMS, ELN, QMS, SAP, or MVS systems
- Understanding of Method / Analytical Validation
- Experience in Excel validation / CSV processes
- Knowledge of GxP and Data IntegrityExperience & Qualification
- Minimum 3 years of AI/ML experience
- Pharma / Healthcare domain preferred
- Degree in AI / Data Science / Computer ScienceOR Pharma background with AI experience
- 5 years or more in 5 - 8 Years
Specialized Knowledge: Licenses:Amneal is an equal opportunity employer. We do not discriminate based on caste, religion, gender, disability, or any other legally protected status. We believe in fostering a workplace that values diversity and inclusion.
Key skills
- Machine Learning
- Natural Language Processing
- Excel
- SAP
- Python
- TensorFlow
- PyTorch
- Statistics
- Data Analysis
- Data Science
Key Competencies
- Strong analytical and problem-solving skills
- Ability to evaluate and challenge vendor solutions
- Good communication and documentation skills
- Comfortable working in a regulated environmentEducation:
- B. Pharm B. Pharm - Required
- M. Pharm M. Pharm - Preferred