Risk Analytics - Full Stack Engineer -… at ERNST YOUNG LLP · Gurugram

Job Summary Your Key Responsibilities

• Being passionate to work as part of a next generation product, ready to be agile and have innovation mindset
• Implement adopted design/development methodologies, patterns, and toolsets.
• Understanding business objectives and designing models that help to achieve them, along with metrics to track their progress
• Managing available resources such as hardware, data, and personnel so that deadlines are met
• Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
• Verifying data quality, and/or ensuring it via data cleaning.
• Design and develop machine learning algorithms.
• Discover, design, and develop analytical methods to support novel approaches of data and information processing.
• Design and develop novel algorithms.
• Perform explanatory data analyses.
• Prepare and analyse historical data and identify patterns.
• Provide technical support for program management and business development activities including proposal writing and customer development
• Supervising the data acquisition process if more data is needed
• Finding available datasets online that could be used for training
• Training models and tuning their hyperparameters
• Analysing the errors of the model and designing strategies to overcome them
• Deploying models to production

Skills and attributes for success

• 5+ years of Experience in Microsoft Technologies.
• Experience in Azure Web Apps development and Deployments.
• Experience in Microservices and server less architecture with service fabric, functions and API apps, service bus, message queues
• .NET/ Web API (.NET CORE)
• Must Have React JS/Angular JS, Next JS Frameworks
  • Lead frontend architecture decisions and ensure best practices in React/Angular, JavaScript, and TypeScript.
  • Collaborate closely with product managers, designers, and backend engineers to deliver quality features.
  • Optimize application performance, responsiveness, and accessibility across devices and browsers.
• C#/.NET, GenAI prompts
• Nice to Have: Cognitive services - Azure Bot Framework, NLP, NLG, Vision Services
• Nice to Have: Python Basics
• Have good experience in DevOps Pipeline creations.

Ability to architect front-end apps integrated with cloud services

• Azure Static Web Apps
• Azure App Services
• Azure CDN / Front Door
• Azure API Management
• Identity integration (Azure AD, OAuth2, OIDC)
• Working with serverless backends (Azure Functions)
• Good understanding of Gen AI and have some hands-on in Open AI or other GPT models.
• Good Knowledge in Azure Cognitive Services
• Ability to look at the big picture
• Proven experience in designing highly secured and scalable web applications on Azure cloud