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
Requirements
5+ years of Experience in Microsoft Technologies.
Experience in Azure Web Apps development and Deployments.
Experience in Microservices and serverless 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.