Title: AI Azure Engineer

Location: 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, you’ll create a boundless impact that transforms your career—and the lives of people across the world.

Visit us at .

 

You Are:

AI Azure Engineer

 

Key Responsibilities:

Understand and analyse stress workloads:

·       Monitor and interpret telemetry data related to memory usage, power consumption, and system performance.

·       Identify stress thresholds and performance bottlenecks.

Generate and analyse failure signatures:

·       Recreate failure scenarios under different stress conditions.

·       Design and implement processes for capturing and categorizing failure signatures.

Correlate telemetry data with failure signatures:

·       Build logic to link anomalies in telemetry data to corresponding system failures.

·       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:

·       Ingest and pre-process telemetry data.

·       Run exploratory data analysis.

·       Build and deploy ML models to predict failures or performance issues.

 Problem Solving & Solutioning

Strong ability to:

·       Understand abstract or ambiguous problem statements.

·       Provide solutions using Azure AI .

 Azure AI Studio & Copilot Prompts

Ability to create and use prompts to:

·       Analyse telemetry dataset and identify memory and power-related anomalies.

·       Generate failure signatures based on historical performance degradation.

·       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:

We’re proud to embrace the same values that have shaped UST since the beginning. Since day one, we’ve 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 Statement

UST 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.