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 analyze 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
Analyzing the errors of the model and designing strategies to overcome them
Deploying models to production
Requirements
3+ years of 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)
C#/.NET, GenAI prompts
Experience in Server Less Computing – Logic Apps, Functions
Good in React JS/Next JS frameworks to work as a Full Stack Engineer
Experience in creating and using ARM Templates
CI/CD, DevSecOps, setting up and managing Build and release pipelines
Expertise with Azure Active Directory, VNETs, NSGs, ASGs, OAuth and OpenID Connect, Azure traffic manager, CDN, App Gateway and load balancers is an added advantage
Have good experience in DevOps Pipeline creations.