Azure AI Engineer

5 - 7 Years

1 Opening

Bangalore

Who we are:

At UST, we help the world's best organizations grow and succeed through transformation. Bringing together the right talent, tools, and ideas, we work with our client to co-create lasting change. Together, with over 30,000 employees in 25 countries, we build for boundless impact—touching billions of lives in the process. Visit us at .

The Opportunity:

Azure AI Engineer

Key Roles & Responsibilities:

• Understand and analyse stress workloads: Monitor and interpret telemetry data related to memory usage, power consumption, and system performance. o 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. o 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

Required Skills:

• 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.

Desired Skills:

• Proficiency in Azure DevOps, and Python.

• Proven ability to lead and manage a coding team, with a strong focus on mentorship and team development.

• Excellent problem-solving skills and the ability to adapt to new technologies and methodologies.

Qualification:

• BTech in Computer Science

• 6-8+ Years of experience

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 centre 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 honour our commitments and act with responsibility in all our relationships.

Equal Employment Opportunity Statement

UST is an Equal Opportunity Employer. We believe that no one should be discriminated against because of their differences, such as age, disability, ethnicity, gender, gender identity and expression, religion, or sexual orientation.

All employment decisions shall be made without regard to age, race, creed, colour, religion, sex, national origin, ancestry, disability status, veteran status, sexual orientation, gender identity or expression, genetic information, marital status, citizenship status or any other basis as protected by federal, state, or local law.

UST reserves the right to periodically redefine your roles and responsibilities based on the requirements of the organization and/or your performance.

• To support and promote the values of UST.

• Comply with all Company policies and procedures

Data Science,Artificial Intelligence,Statistical Modeling

UST is a global digital transformation solutions provider. For more than 20 years, UST has worked side by side with the world's 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 impact—touching billions of lives in the process.