Jobs
>
Dublin

    Senior Scientist: Process Modelling and Interpretable Machine Learning - Dublin, Ireland - GrabJobs

    GrabJobs
    GrabJobs Dublin, Ireland

    1 week ago

    Default job background
    Freelance
    Description
    Cpl in partnership with our client Pfizer Grange Castle are currently recruiting for a

    Senior Scientist:

    Process Modelling and Interpretable Machine Learning The Manufacturing Intelligence (MI) team within Pfizer's Global Technology & Engineering (GT&E) is responsible for driving the development and implementation of advanced analytics including AI/ML, soft sensor, advanced process control, and process condition monitoring solutions in support of manufacturing and future capabilities in Pfizer Global Supply (PGS).

    As a member of MI, this role will have the opportunity to develop and implement advanced analytics, real-time soft sensors, machine learning, advanced process control and IIoT solutions/capabilities in manufacturing settings to achieve actionable insights and enable continued improvement for pharmaceutical manufacturing and quality operations.

    Responsibilities

    • Technical contribution to high-impact projects that require data analytics, advanced modeling, and... optimization expertise.
    • Identify high value opportunities for applying Advanced Analytics, Advanced Process Control (APC), Artificial Intelligence (AI), Machine Learning (ML) and Industrial Internet of Things (IIoT), and develop and deploy innovative fit-for-purpose solutions in manufacturing environment
    • Drive development of mathematical and machine learning models and support GMP implementation of such analytics solutions
    • Apply engineering principles, modeling tools, and experimental skills using data-rich lab/pilot/manufacturing equipment to improve process understanding and facilitate real-time process monitoring and control
    • Collaborate with cross-functional teams and key stakeholders, effectively communicate progress to management, and drive project progress in a timely manner. Basic Qualifications
    • A PhD degree in relevant engineering major, mathematics, or computer science is preferred.
    • Expert-level knowledge in Python is a must.
    Experience in any of the following languages is a plus:
    R, Matlab, JavaScript.

    • Ability to perform data engineering on real world big-data ranging from structured time-series datasets with thousands of features, to unstructured image, text, audio and video data.
    • Track record in applying data science and machine learning methodologies to real-world data to generate insight and support decision making.
    • Ability to work collaboratively in diverse cross-functional teams on innovative solutions and tools with an open attitude towards fast learning
    • Knowledge of upstream and downstream Biopharmaceutical Manufacturing
    • Experience deploying Interpretable Machine Learning or Explainable AI and knowledge of Shapley values and plots
    • Demonstrated experience of story-telling with interpretability tools usable by technical experts and non-technical stakeholders
    • Use of exploratory analysis tools for abstractions such as feature visualization and attribution that aid scientists in interpreting and explaining machine learning model results
    • Independent, self-motivated personality with excellent oral and written communication skills Preferred Qualifications
    • Expertise in first principles (thermodynamics, reaction modelling, heat transfer, mass transfer principles), hybrid modelling. Ability to develop practical process models for real-time applications is a strong plus.
    • Experience in cloud-based code development and deployment environments such as AWS SageMaker or Tibco.
    • Familiarity with cloud computing based data-warehouses such as Snowflake or Redshift, and relational SQL databases.
    • Hands on experience in deep learning and LVM for real-time monitoring and anomaly detection of time-series data and automated root cause analysis.
    • Experience in data visualization and real-time GUIs using Streamlit, Plotly, Spotfire, etc.
    • Familiarity with feedback control algorithms, real-time communication protocols, industrial process historians, and industrial automation platforms such as DeltaV and ASPEN.
    • Knowledge of Cell Culture, Fermentation and Vaccines Conjugation

    Work Location Assignment:
    Hybrid, Flexible -dealing with USA Company:

    Cpl Qualifications:
    Language requirements: Specific requirements: Educational level: Level of experience (years): Senior (5+ years of experience)

    Tagged as:
    Data Visualization , Industry , Ireland , Machine Learning , NLP
  • Workday

    Machine Learning Engineer

    2 weeks ago

    Workday Dublin, Ireland OTHER

    Your work days are brighter here. · At Workday, it all began with a conversation over breakfast. When our founders met at a sunny California diner, they came up with an idea to revolutionize the enterprise software market. And when we began to rise, one thing that really set us a ...

  • Allied Irish Bank

    Machine Learning Engineer

    1 week ago

    Allied Irish Bank Dublin, Ireland

    Role: ML Engineer · Location: Central Park, Leopardstown, Dublin 18 (Hybrid) · The Role: · The Analytics function within the Data & Analytics Centre of Excellence are responsible for leading and driving value from AIB's data, leveraging a diverse and advanced analytics toolset, t ...

  • Intercom

    Machine Learning Scientist

    1 week ago

    Intercom Dublin, Ireland

    Intercom is an AI-first customer service platform that helps businesses deliver better, faster, more personalized support. · Intercom is bringing AI-first Customer Service to the world, dramatically improving experiences for customers, support agents, and managers alike.Modern, ...

  • Arm Limited

    Machine Learning Ecosystem Engineer

    1 week ago

    Arm Limited Ireland

    Job Overview · Arm's Machine Learning group is hiring in western Europe Want to help show developers the AI capabilities of efficient, next-generation mobile devices? If so, we should talk · We are a diverse team of hardworking problem solvers located across multiple countries a ...

  • Trust A-tech

    Junior Machine Learning Engineer

    5 days ago

    Trust A-tech Ireland

    Are you intrigued by data? Yelp has hundreds of millions of pieces of user-contributed content, millions of users and business listings, and hundreds of thousands of advertising customers – and all of these numbers are constantly growing. Making sense of this data, deducing relat ...

  • Intercom

    Staff Machine Learning Scientist

    2 weeks ago

    Intercom Dublin, Ireland

    What's the opportunity? ???? · Intercom's Machine Learning team is responsible for defining new ML features, researching appropriate algorithms and technologies, and rapidly getting first prototypes in our customers' hands. · We are an extremely product focussed team. We work in ...

  • NLP PEOPLE

    AI/Machine Learning Engineer

    1 week ago

    NLP PEOPLE Ireland

    Moonshot believes that marginalised people in society — including minority ethnic people, people from working class backgrounds, women, Disabled and LGBTQIA+ people — must be centred in the work we do. We strongly encourage applications from people with these identities or who ar ...

  • Intercom

    Senior Machine Learning Scientist

    1 week ago

    Intercom Dublin, Ireland

    Intercom is an AI-first customer service platform that helps businesses deliver better, faster, more personalized support. · Intercom is bringing AI-first Customer Service to the world, dramatically improving experiences for customers, support agents, and managers alike.Modern, ...

  • NLP PEOPLE

    Machine Learning Specialist, Trilogy

    1 week ago

    NLP PEOPLE Dublin, Ireland

    Crossover is the world's #1 source of full-time remote jobs. Our clients offer top-tier pay for top-tier talent. We're recruiting this role for our client, Trilogy. Have you got what it takes? · Ready to leverage your mastery of LLMs to drive productivity? At Trilogy, we're open ...

  • Microsoft Corporation

    Machine Learning Software Engineer

    5 days ago

    Microsoft Corporation Dublin, Ireland Paid Work

    Security represents the most critical priorities for our customers in a world awash in digital threats, regulatory scrutiny, and estate complexity. Microsoft Security aspires to make the world a safer place for all. We want to reshape security and empower every user, customer, an ...

  • NLP PEOPLE

    Senior Machine Learning Engineer, ASR

    1 week ago

    NLP PEOPLE Ireland

    Collaboration AI is the team responsible for building ML-based intelligent experiences within Cisco's Webex portfolio of enterprise collaboration and customer engagement platforms. The team is made up of four AI acquisitions and includes technologies such as audio quality enhance ...

  • Intercom

    Senior Machine Learning Backend Engineer

    1 week ago

    Intercom Dublin, Ireland

    Intercom is an AI-first customer service platform that helps businesses deliver better, faster, more personalized support. · Intercom is bringing AI-first Customer Service to the world, dramatically improving experiences for customers, support agents, and managers alike.Modern, ...

  • Intercom

    Staff Machine Learning Backend Engineer

    1 week ago

    Intercom Dublin, Ireland

    Intercom is an AI-first customer service platform that helps businesses deliver better, faster, more personalized support. · Intercom is bringing AI-first Customer Service to the world, dramatically improving experiences for customers, support agents, and managers alike.Modern, ...

  • Back4good

    Specialised Artificial Intelligence/ Machine Learning Managers

    1 week ago

    Back4good Ireland

    Back 4 Good – Your future in Ireland are working on a number of roles in the Artificial Intelligence sector . · If you are passionate about AI/ML and Deep Learning and want to help customers to build solutions leveraging the state of the art AI/ML/DL tools these are the roles f ...

  • Cpl

    Senior Scientist: Process Modelling and Interpretable Machine Learning

    6 days ago

    Cpl Dublin, Ireland Freelance

    Cpl in partnership with our client Pfizer Grange Castle are currently recruiting for a · Senior Scientist: Process Modelling and Interpretable Machine Learning · The Manufacturing Intelligence (MI) team within Pfizer's Global Technology & Engineering (GT&E) is responsible for dr ...

  • Cpl

    Senior Scientist: Process Modelling and Interpretable Machine Learning

    6 days ago

    Cpl Dublin, Ireland Freelance

    Cpl in partnership with our client Pfizer Grange Castle are currently recruiting for aSenior Scientist: Process Modelling and Interpretable Machine Learning · The Manufacturing Intelligence (MI) team within Pfizer's Global Technology & Engineering (GT&E) is responsible for drivi ...

  • Chamuel Limited

    Seamstress

    1 week ago

    Chamuel Limited Dublin, Ireland

    Seamstress/sewing machinist required for established Curtain manufacturer based in Dublin 17. We are looking for someone who is experienced, motivated, willing to learn and can join a vibrant team. Skills required: Sewing, curtains making, Understanding of sewing techniques, Patt ...

  • UnitedHealth Group

    Senior Director of Analytics, Healthcare Economics

    1 week ago

    UnitedHealth Group Dublin, Ireland Paid Work

    Optum is a global organization that delivers care, aided by technology to help millions of people live healthier lives. The work you do with our team will directly improve health outcomes by connecting people with the care, pharmacy benefits, data and resources they need to feel ...

  • Q.E.D Recruitment

    Production Operator

    1 week ago

    Q.E.D Recruitment Dublin, Ireland

    SUMMARY OF ROLE: We are currently recruiting for a full-time Production Operator based in Ringsend, Dublin 4, for a highly successful and rapidly growing company in the building materials sector. This role is a permanent position with an immediate start. Along with monitoring and ...

  • Ergo

    Solutions Architect

    1 week ago

    Ergo Dublin, Ireland Contract

    · Ergo are seeking a Solutions Architect with previous experience in Big Data / Machine Learning for an initial 6 month contract role that can be worked remotely from anywhere in the EU. · As the Telecoms Solutions Architect you will be responsible for optimisation modelling ...