Senior AIML developer - AI LABs

At EY, you’ll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. And we’re counting on your unique voice and perspective to help EY become even better, too. Join us and build an exceptional experience for yourself, and a better working world for all. 

Job Description:
Overall Years of Experience    

• 12+Years

Relevant Years of Experience    

• 6+

Position Summary:

• 5+yrs of experience in a similar profile with strong service delivery background
• Lead and guide a team of Junior Developers.
• Design technical specifications for AI, Machine Learning, Deep Learning, NLP, NLU, NLG projects and implement the same.
• Contribute to products or tools built on Artificial Intelligence technologies and paradigms, that can enable high-value offerings.  
• Building AI solutions would involve the use and creation of AI and ML techniques including but not limited to deep learning, computer vision, natural language processing, search, information retrieval, information extraction, probabilistic graphical models and machine learning.
•  Analyses tools and solutions to identify issues, errors or problems, and determine suitable debugging tools and techniques
• Applies basic debugging tools and techniques to reproduce, simplify and resolve solution errors or problems
• Makes simple revisions and modifications to existing solutions
• Reviews tool and solution log and makes updates as necessary
• Communicates with customers, users or other stakeholders to gather requirements
• Identifies internal and external factors which may impact requirements 
• Utilizes specific organizational methods, tools and techniques for requirements analysis and mapping, e.g., automated diagramming tools to ensure traceability of requirements
• Documents requirements including customer journey, features, user stories, cross-team dependencies, separating core product build vs. integration features, outlining what is in and out of scope
• Analyses relevant information from stakeholders and participates in the preparation of preliminary mapping of business requirements to existing processes to identify gaps and/or opportunities
• Creates sequence diagrams, data flow diagrams and business process flows
• Identifies common feasibility issues
• Gathers data on implementation outcomes
• Supports the implementation of cloud computing technologies under supervision
• Analyses processing issues and data anomalies and identifies solutions
• Analyses cloud service usage to identify opportunities for optimizing the cost of cloud services
• Implements and releases cloud computing operations changes; illustrates, with guidance, changes to cloud computing architecture
• Participates in the implementation of technology risk management measures for business continuity and disaster recovery
• Participates in the implementation of service quality standards 
• participates in identifying the costs, benefits and process impact of updating, upgrading or adding new components; documents and measures direct and indirect costs and projected benefits
• Follows organizational guidelines and procedures for conducting a cost-benefit analysis
• Resolves common errors or omissions in developing the analysis
• Demonstrates an intermediate understanding of the principles, methods, processes and standards of data architecture design and modelling
• Demonstrates intermediate knowledge of tools used in the design and build of data architecture design and modelling solutions
• Participates in designing blueprints on how to structure, store and utilize data
• Follows standards, processes and methodologies to develop each phase of data architecture (e.g., data manipulating processes, database technology generating processes)
• Applies principles, methods, processes and standards to support the realization of atypical data architecture design and modelling requirements, with supervision
• Plans processes for effective data storage, sharing and utilization within the organization
• Updates policies, standards and procedures on data management for compliance with relevant legislation
• Identifies gaps, inefficiencies, and potential risks in existing data management processes
• Proposes enhancements or modifications to data handling procedures
• Establishes processes to monitor compliance of information or data handling and access requests with approved procedures 
• Creates the processes and systems required to capture, retain and utilize critical data
• Recommends improvements to existing systems
• Solves moderately complex problems
• Participates in the selection of appropriate design methodologies and tools in line with the organization's practices and design principles 
• Creates a solution / system / software design blueprint based on a broad design concept, and business and user requirements
• Monitors emerging technology trends 
• Creates demos and proofs of concept
• Participates in the integration of emerging technologies / specific features and functions of emerging technologies 
• Identifies processes that will be improved by the application of new and emerging technologies and approaches
• Supports the identification and selection of compatible emerging technologies and assessment of their feasibility to the organization's operations and processes
• Assists in comparing business performance before and after the implementation of emerging technologies
• Collects information to assess performance of goverance and IT standards
• Participates in the design of organizational IT policies and RACIs (Responsible / Accountable / Consulted / Informed)
• Analyses information, derives insights on the performance of governance and IT standards; assists senior colleagues in identifying critical issues in IT design processes and policies
• Conducts performance reviews on specific technical applications or IT projects
• Executes IT projects or services based on predetermined IT procedures
• Generates status reports for senior management to ensure the implementation of IT policies, standards and procedures
• Supports platform feature development and implementation according to established design, architectural standards and practices
• Tests the effectiveness of platform architecture; highlights requirement gaps and technical challenges / issues
•  Assists with security risk assessments for platform
• Leads development of system tools to automate administration and support tasks
• Identifies key security risks and problems posed by new technologies and business practices 
• Provides support in defining security specifications of components and integrating appropriate security controls to minimize security breaches or lapses
• Checks for an adequate level of security robustness in system designs
• Helps with the development of a solution architecture for a specific business problem or environment
• Reviews the major components, functions and features of the solution architecture toolkit
• Describes the flow of information through the phases of the architecture development methodology
• Uses enterprise architecture to obtain and use information relevant to this solution
   

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