Data Science Industrialization, Ml Workflow
hace 6 días
Role Summary
Do you want to make an impact on patient health around the world? Do you thrive in a fast-paced environment that brings together scientific, clinical and commercial domains through engineering, data science, and analytics? Then join Pfizer Digital’s Artificial Intelligence, Data, and Analytics organization (AIDA) where you can leverage cutting-edge technology to inform critical business decisions and improve customer experiences for our patients and physicians. Our collection of engineering, data science, and analytics professionals are at the forefront of Pfizer’s transformation into a digitally driven organization leveraging data science and advanced analytics to change patient’s lives. The Industrialization team within Enterprise Data Science and Advanced Analytics leads the scaling of data and insights capabilities - critical drivers and enablers of Pfizer’s digital transformation.
Role Responsibilities
- Convert data/ML pipelines into scalable pipelines based on the infrastructure available (e.g. convert Python based data science code into PySpark/SQL for scalable pushdown execution)
- Enable production models across the ML lifecycle
- Determine model performance metrics and implement monitoring dashboards
- Determine and implement model retraining trigger mechanisms
- Design champion/challenger model and A/B testing automation
- Implement CI/CD orchestration for data science pipelines
- Manage the production deployments and post-deployment model lifecycle management activities: drift monitoring, model retraining, and model technical evaluation & business validation
- Work with stakeholders to assist with ML pipeline -related technical issues and support modeling infrastructure needs
- Partner with AIDA Data team to integrate developed ML pipelines into enterprise-level analytics data products where appropriate
- Partner with AIDA Platforms team on continuous development and end to end capability integration between OOB platforms and internal engineered components (API registry, ML library / workflow management, enterprise connectors); Performance and resource optimization of managed pipelines and models
**Qualifications**:
Must-Have
- Bachelor’s degree in ML engineering related area (Data Science, Computer Engineering, Computer Science, Information Systems, Engineering or a related discipline)
- 5+ years of work experience in data science, analytics, or engineering for a diverse range of projects
- Understanding of data science development lifecycle (CRISP)
- Strong hands-on skills in ML engineering and data science (e.g., Python, R, SQL, industrialized ETL software)
- Experience working in a cloud based analytics ecosystem (AWS, Snowflake, etc)
- Highly self-motivated to deliver both independently and with strong team collaboration
- Ability to creatively take on new challenges and work outside comfort zone
- Strong English communication skills (written & verbal)
Nice-to-Have
- Advanced degree in Data Science, Computer Engineering, Computer Science, Information Systems or related discipline
- Experience with data science enabling technology, such as Data Science Studio or other data science platforms
- Hands on experience working in Agile teams, processes, and practices
- Understanding of MLOps principles and tech stack (e.g. MLFlow)
- Experience in CI/CD integration (e.g. Git Hub, Git Hub Action or Jenkins)
- Experience in software/product engineering
- Strong hands-on skills for data and machine learning pipeline orchestration via Dataiku (DSS 9 or 10) platform
- Pharma & Life Science commercial functional knowledge
- Pharma & Life Science commercial data literacy
- Experience with Dataiku Science Studio
LI-PFE
Work Location Assignment: Flexible
Pfizer is an equal opportunity employer and complies with all applicable equal employment opportunity legislation in each jurisdiction in which it operates.
Information & Business Tech
-
Data Science Industrialization, Ml Insights
hace 7 meses
San José, Costa Rica Pfizer A tiempo completoDo you want to make an impact on patient health around the world? Do you thrive in a fast-paced environment that brings together scientific, clinical and commercial domains through engineering, data science, and analytics? Then join Pfizer Digital’s Artificial Intelligence, Data, and Analytics organization (AIDA) where you can leverage cutting-edge...
-
Data Science Industrialization, Ml Insights
hace 1 semana
San José, Costa Rica Pfizer A tiempo completoROLE SUMMARY Do you want to make an impact on patient health around the world? Do you thrive in a fast-paced environment that brings together scientific, clinical and commercial domains through engineering, data science, and analytics? Then join Pfizer Digital’s Artificial Intelligence, Data, and Analytics organization (AIDA) where you can leverage...
-
Data Science Industrialization, Visualization Lead
hace 1 semana
San José, Costa Rica Pfizer A tiempo completoDo you want to make an impact on patient health around the world? Do you thrive in a fast-paced environment that brings together scientific, clinical and commercial domains through engineering, data science, and analytics? Then join Pfizer Digital’s Artificial Intelligence, Data, and Analytics organization (AIDA) where you can leverage cutting-edge...
-
Data Science Industrialization, Analytics
hace 1 semana
San José, Costa Rica Pfizer A tiempo completoDo you want to make an impact on patient health around the world? Do you thrive in a fast-paced environment that brings together scientific, clinical and commercial domains through engineering, data science, and analytics? Then join Pfizer Digital’s Artificial Intelligence, Data, and Analytics organization (AIDA) where you can leverage cutting-edge...
-
Machine Learning Engineering Lead
hace 1 semana
San José, Costa Rica Pfizer A tiempo completoDo you want to make an impact on patient health around the world? Do you thrive in a fast-paced environment that brings together scientific, clinical and commercial domains through engineering, data science, and analytics? Then join Pfizer Digital’s Artificial Intelligence, Data, and Analytics organization (AIDA) where you can leverage cutting-edge...
-
Data Science
hace 4 días
San José, Costa Rica Pfizer A tiempo completoRole Summary Do you want to make an impact on patient health around the world? Do you thrive in a fast-paced environment that brings together scientific, clinical and commercial domains through engineering, data science, and analytics? Then join Pfizer Digital’s Artificial Intelligence, Data, and Analytics organization (AIDA) where you can leverage...
-
Data Science Expert with AI/ML Skills
hace 1 mes
San José, San José, Costa Rica Datasite A tiempo completoDataSite is a global leader in data rooms and SaaS technology, serving over 170 countries. To drive our success forward, we're seeking a highly skilled Jr. AI/ML Scientist.Estimated Salary: $120,000 - $180,000 per year.About UsWe're more than just a company - we're a team of innovators, thinkers, and problem-solvers. Our goal is to deliver projects that make...
-
Data Science Industrialization, Ml Insights
hace 7 meses
San José, Costa Rica Pfizer A tiempo completoWhy Patients Need You Technology impacts everything we do. Pfizer’s digital and ‘data first’ strategy focuses on implementing impactful and innovative technology solutions across all functions from research to manufacturing. Whether you are digitizing drug discovery and development, identifying solutions, or making our work easier and faster, you will...
-
San José, San José, Costa Rica Pfizer A tiempo completoAt Pfizer, we are seeking a talented Industrialization Specialist to join our Artificial Intelligence, Data, and Analytics organization. This exciting role requires a skilled professional with a passion for transformative data visualizations, insight generation, and interactive presentations.About the RoleThis position involves developing industrialized data...
-
Co-founder in Residence, Ai/ml Expert Transforming
hace 7 meses
San José, Costa Rica Deep Science Ventures A tiempo completo**ABOUT THE ROLE** At DSV we’re looking for future Founders, entrepreneurially minded individuals with industry-specific technical and commercial domain expertise eager to solve urgent unmet challenges through venture building. You will join DSV’s venture creation programme as a Founder in Residence and work closely with the DSV team, using our...
-
Senior AI/ML Developer
hace 2 meses
San José, San José, Costa Rica Encora A tiempo completoAt Encora, we are seeking a skilled tech professional to fill the role of Senior AI/ML Developer. As a member of our technology team, you will be responsible for designing and implementing cutting-edge machine learning algorithms to solve complex business problems.About the Role:A Senior AI/ML Developer will work closely with our team to develop and deploy...
-
San José, San José, Costa Rica Deep Science Ventures A tiempo completoDeep Science Ventures is seeking an exceptional AI/ML expert to drive transformative change in crop improvement. As a Co-Founder In Residence, you will leverage your expertise to pioneer novel florogenesis technologies and accelerate the development of new commercial cultivars.The role requires a deep understanding of AI and ML methodologies, with a proven...
-
Senior Ai/ml Engineer
hace 7 meses
San José, Costa Rica Encora A tiempo completoAt Encora we are looking for a great talent like you to join our team as the next **_Senior AI/ML Engineer (6149)_** Would you like to join our great team of engineers? Here we will tell you more about us and the role! **About the role**: As a **_Senior AI/ML Engineer_**, you will be part of a highly skilled technology and agile team by supporting and...
-
Transformation Lead
hace 2 días
San José, San José, Costa Rica Deep Science Ventures A tiempo completo**About the RoleWe are seeking an exceptional Transformation Lead to accelerate crop development through cutting-edge AI technologies at Deep Science Ventures. This is a unique opportunity to leverage your expertise in AI/ML and entrepreneurial spirit to drive innovation in agricultural biotechnology.In this role, you will work closely with our team to...
-
Data Science Engineer
hace 7 meses
San José, Costa Rica Cornerstone Building Brands A tiempo completo**Our commitment to Diversity, Equality and Inclusion**: Cornerstone Building Brands is deeply committed to building a workplace and global community where inclusion is not only valued, but prioritized, providing an environment of mutual respect where equal employment opportunities are available to all applicants and team members. **Descripción del...
-
Workflow Intern
hace 7 meses
San José, Costa Rica Boston Consulting Group A tiempo completo**WHAT YOU'LL DO**: As an intern in the Workflow Team, you will coordinate DRS research workflow across 2-3 industries with customer service excellence, accuracy and organization. You will manage the daily workflow with an increasing level of independence, making sure capacities are managed optimally and, in a business focused manner. You will set the tone...
-
Data Science Fraud Analyst
hace 2 semanas
San José, San José, Costa Rica Amazon Support Services Costa Rica Srl A tiempo completoAbout the JobWe are seeking a highly skilled Data Science Fraud Analyst to join our team at Amazon Payment Risk Mining Analytics in San Jose, Costa Rica. As a key member of our team, you will be responsible for leveraging advanced analytical techniques and tools to uncover patterns, anomalies, and potential fraud schemes.Key ResponsibilitiesProvide...
-
Data Engineer
hace 2 meses
San Francisco, Heredia, Costa Rica Moody'S A tiempo completoAt Moody's, we strive to create an inclusive environment where everyone feels welcome to innovate and collaborate. Our Data Engineer - Workflow Automation Specialist will play a key role in enhancing data processing and analysis tasks through software solutions.**Key Responsibilities**Architect and implement software solutions to automate data...
-
AI/ML Innovation Specialist
hace 2 semanas
San José, San José, Costa Rica Datasite A tiempo completoDatasite is a global leader in providing data rooms and SaaS technology for M&A and high-value transactions. Our success is built on innovation, and we're looking for a talented Junior AI/ML Scientist to join our team.We offer a competitive salary of approximately $80,000 - $110,000 per annum, depending on experience, to drive the development of our...
-
Data Science Director
hace 2 meses
San José, San José, Costa Rica Asepsa A tiempo completoAsepsa’s Data Science Lead RoleWe are seeking a highly skilled Data Scientist to lead our commercial branch’s marketing efforts, focusing on data gathering, mining, and visualization. This position requires advanced analytical skills, including text analysis and geospatial analysis, to drive strategic decision-making.Key Responsibilities:Develop and...