Job Description

:Title: AI Azure EngineerLocation: Bengaluru, India.Who we are:Born digital, UST transforms lives through the power of technology. We walk alongside our clients and partners, embedding innovation and agility into everything they do. We help them create transformative experiences and human-centered solutions for a better world.UST is a mission-driven group of 30,000+ practical problem solvers and creative thinkers in over 30+ countries. Our entrepreneurial teams are empowered to innovate, act nimbly, and create a lasting and sustainable impact for our clients, their customers, and the communities in which we live.With us, youll create a boundless impact that transforms your careerxe2x80x94and the lives of people across the world.Visit us at .You Are:AI Azure EngineerKey Responsibilities:

• Understand and analyse stress workloads:

xc2xb7 Monitor and interpret telemetry data related to memory usage, power consumption, and system performance.xc2xb7 Identify stress thresholds and performance bottlenecks.

• Generate and analyse failure signatures:

xc2xb7 Recreate failure scenarios under different stress conditions.xc2xb7 Design and implement processes for capturing and categorizing failure signatures.

• Correlate telemetry data with failure signatures:

xc2xb7 Build logic to link anomalies in telemetry data to corresponding system failures.xc2xb7 Use statistical and ML techniques to establish root cause relationships.AI & Analytics

• Experience running AI analytics on telemetry and failure data.

• Proficiency in Azure AI Studio and Azure Machine Learning tools.

• Ability to use Copilot-style prompting to:

xc2xb7 Ingest and pre-process telemetry data.xc2xb7 Run exploratory data analysis.xc2xb7 Build and deploy ML models to predict failures or performance issues.Problem Solving & Solutioning

• Strong ability to:

xc2xb7 Understand abstract or ambiguous problem statements.xc2xb7 Provide solutions using Azure AI .Azure AI Studio & Copilot Prompts

• Ability to create and use prompts to:

xc2xb7 Analyse telemetry dataset and identify memory and power-related anomalies.xc2xb7 Generate failure signatures based on historical performance degradation.xc2xb7 Suggest optimization strategies.Statistical Knowledge

• Knowledge of time-series data, anomaly detection, and predictive modelling.

• Descriptive analysis

• Inferential Analysis - Hypothesis testing (T Test, ANOVA), Confidence Interval, Chi Sq test

• Predictive Analysis - Regression Analysis, Time series forecasting

• Annamolly detection

• Decision Trees, What if Analysis , Optimization Algorithms

Skillset Required

• Programming language: Python - NumPy & Pandas

ML Framework: TensorFlow, PyTorch, Scikit-learn
Database Management: KQL, SQL (any)

• Data modelling:

Strong experience in data modelling, especially in predictive and behavioral analytics.
Proficiency in collecting, parsing and analyzing telemetry logs.
Familiarity with cloud data pipelines (Azure)
Experience with Machine Learning framework and data science toolkits.

• Azure Data Engineering:

Migrating the data from JSON to Azure Data Factory (Kustos)
Knowledge in querying the telemetry data in Kustos.What we believe:Were proud to embrace the same values that have shaped UST since the beginning. Since day one, weve been building enduring relationships and a culture of integrity. And today, it's those same values that are inspiring us to encourage innovation from everyone, to champion diversity and inclusion, and to place people at the center of everything we do.Humility:We will listen, learn, be empathetic and help selflessly in our interactions with everyone.Humanity:Through business, we will better the lives of those less fortunate than ourselves.Integrity:We honor our commitments and act with responsibility in all our relationships.Equal Employment Opportunity StatementUST is an Equal Opportunity Employer.All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.UST reserves the right to periodically redefine your roles and responsibilities based on the requirements of the organization and/or your performance.Skills:Devops,Statistical Tools,MemoryAbout Company:UST is a global digital transformation solutions provider. For more than 20 years, UST has worked side by side with the worlds best companies to make a real impact through transformation. Powered by technology, inspired by people and led by purpose, UST partners with their clients from design to operation. With deep domain expertise and a future-proof philosophy, UST embeds innovation and agility into their clients organizations. With over 30,000 employees in 30 countries, UST builds for boundless impactxe2x80x94touching billions of lives in the process.

UST