Data Science Industrialization, Ml Workflow

hace 3 semanas


San José, Costa Rica Pfizer A tiempo completo

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


  • Senior Ai/ml Engineer

    hace 1 día


    San José, Costa Rica Encora A tiempo completo

    At 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...

  • Jr AI/ML Scientist

    hace 2 semanas


    San Jose, Costa Rica Datasite A tiempo completo

    Job Description:We're looking for a Jr AI/ML Scientist to join our team in Heredia, Costa Rica who loves to solve complex problems and has experience with Natural Language processing and Machine learning. This role is a hybrid role. Expectation is occasional (currently 1x a week) in office with flex scheduling and split-time available to avoid traffic....

  • Jr Ai/ml Scientist

    hace 1 día


    San José, Costa Rica Datasite A tiempo completo

    Datasite is where deals are made. We provide the data rooms and SaaS technology used in M&A and other high-value transactions, to deliver projects in more than 170 countries. Carrying that success into the future is all about you. Your useful skills, your unusual experience, your unique ideas. Everyone here brings something unexpected. What’s yours? Invest...

  • Data Science Engineer

    hace 4 semanas


    San José, Costa Rica Cornerstone Building Brands A tiempo completo

    About Us Cornerstone Building Brands is a premier exterior building solutions provider serving both the residential and commercial markets across North America. The building products we manufacture are the cornerstone of the communities where people live, work and play -from homes to hospitals, grade schools to grocery stores, manufacturing facilities...


  • San José, Costa Rica Amazon Support Services Costa Rica SRL A tiempo completo

    1+ years of tax, finance or a related analytical field experience - 2+ years of complex Excel VBA macros writing experience - Bachelor's degree or equivalent - Experience defining requirements and using data and metrics to draw business insights - Experience with SQL or ETL Key job responsibilities - Works very closely with CPA and GCC teams from Worldwide...


  • San José, Costa Rica Equifax A tiempo completo

    The Data and Visualization Team is looking for a Data Engineer with the guidance of the Direct to Consumer Team to design and implement data visualizations, to support insights for strategic initiatives involving Performance, Operational and Compliance reporting. Ideally, this person would have a dual interest in technology and dashboard reporting/...

  • Marketing Science Analyst

    hace 3 semanas


    San José, Costa Rica Critical Mass A tiempo completo

    As a Marketing Science Analyst, your curiosity never ends. The next question is always on your mind, helping you to understand how marketing science fits in the big picture of a project. You bring in 2 to 3 years of experience, owning marketing science deliverables across a broad range of initiatives, and focusing on at least two of the following areas:...


  • San José, Costa Rica World Fuel Services A tiempo completo

    At World Fuel Services, our employees are the key to our global success. We are industry leaders due to the innumerable talents of our approximately 5000 strong professional team. Our people thrive in an entrepreneurial and culturally-diverse environment, where innovative thinking, collaboration and efficient execution are highly valued. Our high-performance...

  • Data Engineers

    hace 4 semanas


    San José, Costa Rica HR NET A tiempo completo

    We are looking for Data Engineers for a global provider of IT services, products, and solutions across diverse industries. Our client is a Cloud & Data company involved in building and delivering managed services. **Your challenge**: Improving engineering practices and producing high quality software with big data and analytics technologies such as Azure...

  • R&d Template

    hace 7 días


    San José, Costa Rica Sama A tiempo completo

    **About the job** The Samas R&D team is focused on delivering integrated solutions solving the most complex ML problems for customers of Fortune 2000. We use advanced Software Engineering practices to build scalable, secure, and efficient solutions covering multiple aspects of ML and AI, from data ingestion to annotation and building and operating ML...

  • Data Engineer

    hace 1 día


    San José, Costa Rica Gracemark A tiempo completo

    **Data Engineer** **Job Details**: - Workstyle: Hybrid - Location: Heredia, CR. - Permanent Position **What you get to do in this role**: - Bachelors or Masters in Computer Science or related field with 5 - 10 years experience in a technical data organization - Experience in cloud technologies (snowflake/AWS) - Experience with a data warehousing...

  • Senior Data Engineer

    hace 1 día


    San José, Costa Rica Encora A tiempo completo

    At Encora we are looking for a great talent like you to join our team as the next **_Senior Data Engineer(469)_** Would you like to join our great team of engineers? Here we will tell you more about us and the role! **About the role**: **Our Requirement**: - Bachelor's degree in Computer Science - Engineering or other equivalent degree, with 5+ years data...


  • San José, Costa Rica Critical Mass A tiempo completo

    As a Marketing Science Senior Analyst your curiosity never ends. The next question is always on your mind. You solve complex problems independently, advance the work, and guide junior analysts on project deliverables. Of the five sub-disciplines of Marketing Sciencetracking and measurement, data visualization, testing and evaluation, data integration, and...

  • Data Management Engineer

    hace 1 semana


    San José, Costa Rica Emerson A tiempo completo

    Responsabilities: - Plant and Corporate data Historian Commissioning - Developing custom reports, dashboards and process displays leveraging data from Plant and Corporate data Historian - Designing and implementing software solutions that leverage historian data - Quality assurance/regression testing of software solutions - System architecture design and...

  • Data Architect Mle

    hace 1 día


    San José, Costa Rica Encora A tiempo completo

    At Encora we are looking for a great talent like you to join our team as the next **_Data Architect MLE (6422)_** 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 **_Data Architect MLE_**, you will be part of a highly skilled technology and agile team by supporting and developing...

  • Data Quality Analyst

    hace 5 días


    San José, Costa Rica Catalina Marketing A tiempo completo

    **Why Catalina?**Catalina’s personalized digital media connects shoppers to the brands we know they want. We do this by delivering only the most relevant ads and offers from their home to the aisle. And only Catalina knows the evolving purchase history and individual needs of more than three-quarters (280 million) of American shoppers. With the world’s...

  • Mid. Data Engineer

    hace 6 días


    San José, Costa Rica Encora A tiempo completo

    We are growing fast as a team so that's why we are currently looking for a **English fluently.** **Requirements**: - Demonstrated experience in leading data modeling & transformation pipeline design for production services and data science / analytics partner needs (strong SQL & DBT experience preferred) - Working, hands on, knowledge of modern Data...

  • Software Engineer

    hace 1 día


    San José, Costa Rica Microsoft A tiempo completo

    Microsoft 365 is a key part of the company’s cloud strategy and overall mission of empowering people and organizations to achieve more. As part of the customer journey to the cloud there are times when they need to reach out to get help and support from Microsoft and that’s where our team steps in to make sure that the customer experience is the best in...


  • San José, Costa Rica Cisco Systems A tiempo completo

    The Organization We are Emerging Technologies and Incubations (ET&I) at Cisco. We are chartered to build the next new business for Cisco. To take Cisco into new markets, and especially towards new personas - both buyer and user. And like building a startup from the ground up. It’s all about having an entrepreneurial mindset. Taking an idea from a crazy...

  • Senior Data Engineer

    hace 1 día


    San José, Costa Rica Encora A tiempo completo

    At Encora we are looking for a great talent like you to join our team as the next **_Senior Data Engineer (6409)_** 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 Data Engineer_**, you will be part of a highly skilled technology and agile team by supporting and...