Join to apply for the ML & AI Engineer role at PTSB
Join to apply for the ML & AI Engineer role at PTSB
PTSB is one of Ireland's leading retail and SME banks, with an innovative range of products and services powered through an evolving digital landscape, our focus is centred on ensuring we deliver what our customers, colleagues and communities need to be successful.
As an ML & AI Engineer at PTSB, you will be at the cutting edge of developing and deploying machine learning and artificial intelligence solutions that enhance the bank's services, optimise operations, and provide enhanced customer experience. Your role involves designing, developing, and deploying machine learning models and systems to meet business goals and support experimentation and innovation. You will work on various stages of the AI/ML development life cycle, from data preprocessing and model development to deployment and monitoring. You will support integrating and implementing AI/ML algorithms and logic into existing systems or new applications.
Responsibilities:
* Research, design, and implement effective ML algorithms and AI systems based on the specific requirements needed to address key business challenges.
* Design and develop scalable solutions that leverage machine learning and deep learning models to meet enterprise requirements.
* Work closely with data scientists to develop machine learning algorithms.
* Translate machine learning algorithms into production-level code, collaborate with development teams to test and deploy machine learning models.
* Evaluate the performance of ML models using appropriate methodologies to meet accuracy and efficiency standards. Fine-tune models to improve performance.
Requirements:
* Bachelor's or Master's degree in Data Science, Computer Science, Software Engineering, or similar.
* Experience as ML or AI Engineer or a in related field, developing and deploying enterprise solutions.
* Proficiency in programming languages such as Python, R, or Java.
* Experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
* Experience with cloud services (AWS, Google Cloud, Azure) and their ML related services (e.g. AWS Sagemaker, Google Vertex, Azure ML etc.) and MLOps best practice.
* Excellent understanding of model lifecycle, drift monitoring and data dependencies.
* Understanding of algorithms, data structures, and statistical modelling.
* Practiced in data cleaning, preparation, and preprocessing techniques.
* Ability to communicate findings to both technical and non-technical audiences.
This is a permanent role based in Dublin or Cork.
Is this you?
Please apply online on our website or via the apply link of this role. 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.
Seniority level
* Seniority level
Entry level
Employment type
* Employment type
Full-time
Job function
* Job function
Finance
* Industries
Banking
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