Machine Learning Engineering Lead

hace 9 horas


San José, Costa Rica Pfizer A tiempo completo

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 patients' 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
- Set a vision and provide day-to-day leadership, supervision, and mentorship for a team of individual contributors with functional expertise that includes analytics, data science, ML Ops, and engineering
- Interface with Enterprise Architecture team to operationalize the vision of MLOps enablement
- Build ML engineering capabilities and contribute to the broader talent building framework
- Provide direction for ML engineering research, design, and implementation of best practices, and facilitate related trainings
- Provide strategic and technical input for data science industrialization roadmap
- Provide input on platform evolution, vendor scan, and overall data science industrialization capability roadmap development
- Lead the advancement of at scale MLOps enablement across bespoke analytics
- Lead ML engineering deployments to enable production models across the ML lifecycle including model training, monitoring, and retraining where required
- Lead ML engineering deployments to enable production models across the ML lifecycle including model training, monitoring, and retraining where required
- Lead implementation of CI/CD orchestration for data science pipelines
- 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

BASIC QUALIFICATIONS
- Bachelor's degree in ML engineering related area (Data Science, Computer Engineering, Computer Science, Information Systems, Engineering or a related discipline)
- 7+ years of work experience in data science, analytics, or engineering for a diverse range of projects
- Deep expertise with data science enabling technology, such as Dataiku Data Science Studio, AWS SageMaker or other data science platforms
- Strong understanding of data science development lifecycle (CRISP)
- Strong hands-on skills in ML engineering and data science (e.g., Python, industrialized ETL software)
- Deep understanding of MLOps principles and tech stack (e.g.
MLFlow)
- Experience working in a cloud based analytics ecosystem (AWS, Snowflake, etc)
- Experience in CI/CD integration (e.g.
GitHub, GitHub Actions or Jenkins)
- 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)

PREFERRED QUALIFICATIONS
- Advanced degree in Data Science, Computer Engineering, Computer Science, Information Systems or related discipline
- 2-3 years of hands-on experience leading data science or ML engineering teams
- Hands on experience working in Agile teams, processes, and practices
- Experience in solution architecture & design
- 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 Data Science Studio

LI-PFE

PHYSICAL/MENTAL REQUIREMENTS

None

NON-STANDARD WORK SCHEDULE, TRAVEL OR ENVIRONMENT REQUIREMENTS

Ability to work non-traditional work hours interacting with global teams spanning across the different regions (eg: North America, Europe, Asia)

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



  • San Francisco, Heredia, Costa Rica Encora A tiempo completo

    Company OverviewAt Encora, we are a global Software and Digital Engineering company that helps businesses overcome the Software Engineering Talent shortage. We provide next-gen services such as Predictive Analysis, Artificial Intelligence & Machine Learning, IoT, Cloud, and Test Automation.We have 16 global offices and 25 innovation labs. Our Software...


  • San Francisco, Heredia, Costa Rica West Monroe Experienced A tiempo completo

    About West Monroe">West Monroe is a leading digital services firm that partners with companies in transformative industries to deliver quantifiable financial value.">We believe that digital is a mindset and it's something companies become, not something they do. Our teams use their expertise to develop and execute new ideas and ways of working, driving...


  • San José, Costa Rica Intel A tiempo completo

    Key responsibilities include the following:- Builds machine learning workflows and infrastructure necessary to productize AI models and sustain them in production.- Responsible for preparing data for ML models at scale, building appropriate interfaces for ML model consumption, enabling ML Ops for continuous delivery and automation of ML pipelines, and/or...


  • San José, Costa Rica FullStack Labs A tiempo completo

    FullStack is the fastest-growing software consultancy in the Americas. We help organizations like Uber, GoDaddy, MGM, Siemens, Stanford University, and the State of California, build distributed software development teams, and deliver transformational digital solutions. As an employee-first company, we focus on hiring the most talented software designers and...


  • San José, Costa Rica Fullstack Labs A tiempo completo

    FullStack is the fastest-growing software consultancy in the Americas.We help organizations like Uber, GoDaddy, MGM, Siemens, Stanford University, and the State of California, build distributed software development teams, and deliver transformational digital solutions.As an employee-first company, we focus on hiring the most talented software designers and...


  • San José, San José, Costa Rica Bluelight Consulting A tiempo completo

    At Bluelight Consulting, we pride ourselves on being a cutting-edge software consultancy that harnesses the power of technology to create impactful solutions.Company OverviewWe are dedicated to designing and developing innovative applications that revolutionize users' lives. Our steadfast commitment to delivering exceptional service to our clients has earned...

  • Senior Devops Engineer

    hace 9 horas


    San José, Costa Rica Zm Financial Systems A tiempo completo

    Imagine what we can DEVELOP with youTrue leaders are always learning.Moody's is home to information architects, thinkers, builders, and passionate problem solvers, a collection of diverse viewpoints working together to bring out our best.Join us.Forward Together.DepartmentPredictive Analytics - AI/ML GroupRole/ResponsibilitiesWe are in search of a...


  • San José, Costa Rica Fullstack Labs A tiempo completo

    FullStack is the fastest-growing software consultancy in the Americas.We help organizations like Uber, GoDaddy, MGM, Siemens, and Stanford University build distributed software development teams, and deliver transformational digital solutions.As an employee-first company, we focus on hiring the most talented software designers and developers in the western...


  • San José, San José, Costa Rica Encora A tiempo completo

    About Encora: We are a global company that offers Software and Digital Engineering solutions with over 9000 professionals around the world. Our technology practices include Cloud Services, Product Engineering, Data Science and Engineering, Digital Experience, DevOps, Cybersecurity, Quality Engineering, among others.Our Technology Stack:Cloud ServicesProduct...

  • Engineering Manager

    hace 3 días


    San José, Costa Rica Canonical - Jobs A tiempo completo

    Manage a team of engineers delivering a world-class machine learning operations platform that can be deployed on any Kubernetes. We're building the most robust, well-integrated and sustainable way of operating a comprehensive MLOps platform on Kubernetes, powered by Juju and Charmed Operators. **What your day will look like**: - Lead a world-class rigorous...


  • San Francisco, Heredia, Costa Rica Experian A tiempo completo

    Unlock the Power of Data with ExperianWe are seeking a highly skilled Data Engineer for AI and Machine Learning Solutions to join our team. As a leading global information services company, we harness the power of data to create opportunities for consumers, businesses, and society.About Us:Experian is proud to be an Equal Opportunity and Affirmative Action...


  • San José, Costa Rica Pfizer A tiempo completo

    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...


  • San José, Costa Rica Fullstack Labs A tiempo completo

    FullStack is the fastest-growing software consultancy in the Americas.We help organizations like Uber, GoDaddy, MGM, Siemens, Stanford University, and the State of California, build distributed software development teams, and deliver transformational digital solutions.As an employee-first company, we focus on hiring the most talented software designers and...


  • San José, Costa Rica Varsity Tutors A tiempo completo

    **About the Job**: We are looking for an experienced **Sr. Engineering Manager (full-time contractor) based in South America** to join our growing team. In this position, you will lead multi-discipline engineers on one of our engineering teams - responsible for the AI/ML technologies powering Nerdy's learning delivery and operations systems. In addition, you...


  • San José, San José, Costa Rica The Coca-Cola Company A tiempo completo

    We are taking deliberate action to nurture an inclusive culture that is grounded in our company purpose, to refresh the world and make a difference.Job Description:A key member in a growing team, you will be responsible for inventing new ways to solve tough business challenges by leveraging a toolbox of AI/Automation technologies such as machine learning,...


  • San José, Costa Rica Sophos Solutions A tiempo completo

    **¿Por qué nosotros?**Somos una compañía global de soluciones tecnológicas, con operaciones en 14 países alrededor del mundo.Nuestra casa matriz se encuentra en Colombia y contamos con filiales en 6 países, incluyendo Colombia, Estados Unidos, México, India, Chile y Panamá.Somos más de 1.500 personas expertas en tecnología, liderando proyectos que...


  • San Francisco, Heredia, Costa Rica Citi A tiempo completo

    Citi seeks a seasoned data science professional to lead Enterprise Excellence projects, driving business transformation through data-driven insights.**Job Overview:**The successful candidate will collaborate closely with cross-functional teams to define project requirements and deliverables. They will develop predictive models, algorithms, and data-driven...


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

    Experience defining requirements and using data and metrics to draw business insights- Advanced SQL experience- Bachelor's degree or equivalent- 4+ years analytical field experience- Experience with reporting and Data Visualization tools such as Quicksight / Tableau / Power BI or other BI packagesHave you ever thought about what it takes to detect and...


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

    4+ years of compliance program management, legal, governance, audit, risk/loss prevention, or equivalent experience - Bachelor's degree or equivalent - Experience handling confidential information Have you ever thought about what it takes to detect and prevent fraudulent activity in hundreds of millions of eCommerce transactions across the globe? What would...


  • San José, San José, Costa Rica Varsity Tutors A tiempo completo

    About Varsity Tutors">We are a leading education technology company dedicated to supporting students in the US education system. Our cutting-edge learning systems and expert tutors aim to make a difference in the lives of millions of students.Job Overview">We are seeking an experienced Chief Learning Technology Architect to lead our engineering team in South...