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Model Operations (ModelOps) Developer
Confidential
- Dublin, Dublin, Ireland
- Dublin, Dublin, Ireland
About
You can get further details about the nature of this opening, and what is expected from applicants, by reading the below.
This includes developing, testing, deploying, monitoring, and maintaining models in production environments.
You will help to ensure the accuracy of our models and processes based on data to support the betterment of the bank through anomaly detection, optimise logistics to minimise costs/efforts and to make recommendations based on data analysis.
? Responsibilities: Help deploy models into production environments, ensuring they are scalable and reliable.? Work with your team to monitor model performance, detect anomalies, and update models as needed to maintain accuracy and relevance.? Automate the end-to-end pipeline, including data preprocessing, model training, and deployment, to streamline workflows and reduce manual intervention.? Work closely with data scientists to understand model requirements and with DevOps teams to integrate models into the broader IT infrastructure.? Implement and manage Continuous Integration and Continuous Deployment (CI/CD) pipelines to facilitate seamless model updates and deployments.? Ensure that deployed models adhere to security best practices and comply with relevant data privacy and protection regulations.? Requirements:? Degree in Actuarial Science, Behavioural Economics, Computer Science, Mathematics, Economics, Engineering, IT, or Cyber Security.? Proficiency in programming languages such as SAS, SQL, VBA, Python and R.? Skills in setting up monitoring and logging systems to track model performance and detect issues.? Skills in data preprocessing, feature engineering, and data transformation.? Understanding of version control systems like Git.? Understanding of project management and issue tracking platforms like Jira? Understanding of security best practices for handling sensitive data.? Knowledge of compliance requirements related to data privacy and protection (e.g., GDPR, HIPAA).? This is a permanent role based in Dublin (Hybrid).
Is this you?? Please apply online on our website or via the apply link of this role. xyswxtq
Your application will be sent through to our Talent Acquisition team and they will be in touch regarding your application.? We reserve the right to draw up a shortlist for interview.? The Bank understands the importance of a consistent and relentless focus on championing diversity and inclusion.
We aim to attract, recruit, and retain individuals with diverse backgrounds, skills, competencies and abilities to work collaboratively to enhance the service we provide to all of our customers and the communities we serve.?
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Languages
- English
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