Advanced Data Analytics Architect

1 semana atrás

Lisboa, Lisboa, Portugal PTC Group Tempo inteiro

About the job Advanced Data Analytics Architect:

Our client is a global medical products and technologies company focused on therapies for managing chronic conditions, with leading market positions in advanced wound care, ostomy care, continence, and critical care, and infusion devices.


Key responsibilities


Reporting to Head on Enterprise Architecture, the Advanced Data Analytics Architect will play a leading role in transforming our client business processes by leveraging cutting edge AI and ML tools and techniques.

The role will be embedded into the Customer Facing Portfolio and value delivery will focus on driving the Omnichannel Digital Portfolio for Sales & Marketing

Play a lead role in the architecture of our client strategic digital platform.

Ensuring our client has a market-leading position in applied Artificial Intelligence & Machine Learning.

Work with product owners and business stakeholders to understand requirements and define user stories.

Takes responsibility of defining E2E platform solution architectures, working on key elements of Integration, Data and Security Design

Provide expert guidance to the cloud engineering team and act as the TDA for Advanced Data Analytics and data Science Platforms

Formulate machine learning problems to solve by engaging with in-house customers.


Play a lead role in engaging with DPO, Security, Infrastructure, BI architect teams and suppliers to create solutions, resolve issues, obtain agreement in implementation strategies and create greenfield architectures.


Capabilies & Competencies
Knowledge of MLOps (CT, CI and CD) best practices implementation using out of box technologies (GCP or AWS) or build from scratch

Ability to lead team of engineers in an Agile project environment. Engage with business stakeholders and frame problems to solve to aid business value

Knowledge of building/ maintaining/ monitoring Machine Learning and AI models development pipelines

Ability to write production level code, which is explainable. Demonstrated in-depth knowledge of Python and/or R

Experience
Experience using packages such as tensorflow, keras, pytorch, sklearn, statsmodels etc.

Experience in implementing various class of models such as regression, classification, NLP, Image recognition/processing, forecasting.

Demonstrated experience in building/ implementing/ monitoring CI, CD and CT pipelines using AWS Sagemaker and/or Vertex AI

Knowledge and experience of working on SQL, knowledge on no SQL technologies is a plus

What success will look like in 3 months time?
The individual would have lead the way in creating solution architecture for implementing CI, CD and CT pipelines for a specific project

The above solution would have been developed in conjunction with DPO, Security, Infrastructure and BI architect teams.

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