Aptask Global Workforce (AGW) is seeking an Architect lll a Remote position with a Pharmaceutical Company located in CA. This is a 12+ month contract opportunity. This role focuses on building data science and AI-driven solutions, including predictive patient event modeling, Next Best Action (NBA) engines for HCP engagement, and GenAI-powered decision agents to enhance commercial effectiveness. The ideal candidate will combine strong machine learning expertise with experience in GenAI agent development and scalable ML pipelines to enable actionable insights for stakeholders.
Responsibilities: - Develop and deploy predictive models for patient events (line switches, initiation)
- Scale Next Best Action (NBA) solutions to optimize HCP engagement strategies
- Apply advanced ML techniques including regression, classification, and NLP techniques
- Create multi-touch attribution pipelines for customer journeys and optimization
- Integrate GenAI capabilities into commercial workflows such as HCP engagement planning and content personalization
- Oversee the build and maintenance of end-to-end ML pipelines (data ingestion, feature engineering, model training, evaluation, and deployment)
- Implement MLOps best practices including model versioning, monitoring, and retraining pipelines
- Partner with Sales, Marketing, and Sales Analytics teams to translate business problems into analytical solutions
- Work with large-scale healthcare datasets such as Claims, EHR/EMR, CRM, and digital engagement data
- Ensure compliance with data privacy and regulatory standards (e.g., HIPAA)
Requirements: - Master's or PhD in Data Science, Computer Science, Statistics, Operations Research, Mathematics or a related quantitative discipline
- 5-7+ years (Master's) or 3-5+ years (PhD) in data science, machine learning, or advanced analytics
- Proficiency in Python (preferred) or R, and SQL
- Strong understanding of machine learning algorithms (supervised/unsupervised learning) and statistical analysis
- Hands-on experience with Large Language Models (LLMs) and GenAI frameworks
- Experience with overseeing ML pipelines (training, deployment, monitoring) and tools such as Databricks, Azure ML, or AWS SageMaker
- Strong problem-solving mindset with business acumen
- Excellent stakeholder management and communication skills
- Only candidates available and ready to work directly as Aptask Global Workforce (AGW) employees will be considered for this position.
Desired skills: - Pharmaceutical / life sciences commercial analytics experience
- Healthcare analytics or consulting experience
- Experience with prompt engineering and RAG architecture
- Familiarity with agent-based AI systems (e.g., LangChain, AutoGen)
- Knowledge of model deployment, REST APIs, and containerization (Docker)
- Experience with BI tools (Power BI, Tableau)
- Domain expertise in patient journey analysis, HCP targeting, and omnichannel marketing analytics
Pay range: Up to $102.19 per hourIf you have the described qualifications and are interested in this exciting opportunity, apply today! Aptask Global Workforce (AGW) ApTask Global Workforce (AGW) is a certified Minority and Veteran workforce solutions company. AGW delivers operational, clinical, lab and professional talent with a strong focus on healthcare and life sciences. The company supports clients with reliable staffing, program expertise and a commitment to quality, speed and consistent delivery.
Benefits of working with ApTask Global Workforce include: - Medical
- Dental
- Vision
- Sick Pay (for applicable states/municipalities)
Our team stays close to the process and is here to guide you every step of the way. To learn more, please visit our website ;br>
ApTask Global Workforce is an Equal Opportunity Employer. Candidates will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability or status as a protected veteran.
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