01Overview
Solution Architect
This position is for an expert in machine learning to help us extract value from our data. You will lead all the processes from data collection, cleaning, and preprocessing, to training models and deploying them to production.The key responsibilities will be to prepare modern Natural Language Technology (NLT) platforms to gain insights from key business data. The employee will be responsible for designing, implementating and managing data preparation and advanced analytics tools in addition to demonstrating insights from the diverse sources of data to business users. Responsibilities also include developing and designing language understanding/generation systems and effectively using text representation techniques.
Objectvies of the role:
- Work in tandem with our engineering partners to identify and implement the most optimal cloud-based ML solutions for the company
- Research, design and adopt cutting-edge NLG algorithms to address real-world challenges such as summarisation.
- Define and document best practices and strategies regarding deployment and infrastructure maintenance
- Ensure ML Model performance, uptime, and scale, maintaining high standards of code quality and thoughtful design
- Maintain a platform that automates creating, training, deploying and updating machine learning models.
- Managing BI Platforms in accordance with company security guidelines
- Build effective relationships with business areas, strategic vendors, and key delivery partners such as the Advanced Analytics and Data Sciences (AADS) group to share expertise and seek opportunities to reuse internal processes and services, so we can streamline implementation and support of key systems.
Required /Proven experience with the following:
- Designing, developing, and researching Machine Learning systems, models, and schemes through data science and data analytics prototypes.
- Understanding of Natural Language Processing(NLP), Natural Language Understanding(NLU) and Nat .
