обновлено 5 дней назад
Senior Data Analyst (Healthcare)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Data Analyst (Healthcare/Pharma): Leading analytical solutioning and model development in the pharmaceutical commercial analytics domain with an accent on Decision Engine frameworks and advanced ML solutions. Focus on building predictive models for patient journey analytics and implementing scalable MLOps pipelines.
Company
is a technology-led healthcare solutions provider enabling healthcare organizations to be future-ready.
What you will do
- Partner with cross-functional teams and stakeholders to translate business requirements into robust ML and analytical solutions.
- Design and implement Decision Engine workflows to support Next Best Action (NBA) recommendations in omnichannel strategies.
- Analyze complex datasets across sources including sales, CRM, patient claims, and market share data.
- Develop and maintain predictive models for use cases such as sales forecasting, risk scoring, and marketing mix modeling.
- Implement MLOps pipelines using Dataiku, Git, and AWS to support scalable and repeatable model deployment.
- Lead and mentor junior analysts in coding best practices, feature engineering, and cloud-based workflows.
Requirements
- Around 3 years of hands-on experience in pharmaceutical commercial analytics and ML modeling.
- Proven experience developing and deploying predictive models and ML pipelines in real-world settings.
- Proficiency in PySpark, Python, SQL, Snowflake, Dataiku, and AWS.
- Strong understanding of pharmaceutical data assets such as APLD, DDD, NBRx, and CRM.
- Proficiency in ML algorithms including XGBoost, Random Forest, SVM, and NLP.
- Strong communication and documentation skills for both technical and non-technical audiences.
Nice to have
- Familiarity with dashboarding tools like Tableau or PowerBI.
Culture & Benefits
- Global growth opportunities within a profitable, rapidly growing organization.
- Collaborative environment celebrating entrepreneurship, innovation, and empathy.
- Commitment to a culture of inclusion and diversity.
- Direct support and mentorship from leadership to handle global impact projects.
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