AI Analyst
- ADROITENT
- 5 - 10 years
- Noida, Gurugram
- 5 days ago
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Job Description
Job Description: AI Analyst
AI Requirements Gathering & Analysis
- Partner with business stakeholders across merchandising, supply chain, marketing, store operations, and e-commerce to identify AI opportunities and gather detailed requirements
- Conduct workshops, interviews, and collaborative sessions to understand business pain points, processes, and objectives that can be addressed through AI
- Translate complex business needs into clear, actionable AI/ML requirements and user stories for data scientists, AI-ML engineers
- Define success metrics, acceptance criteria, and KPIs for AI projects to ensure alignment with business goals
- Create detailed business requirement documents (BRDs), functional specifications, and process flow diagrams
- Prioritize AI use cases based on business impact, feasibility, and strategic alignment
- Serve as the liaison between business users and technical teams, ensuring clear communication and mutual understanding.
Data Analysis & Insights
- Perform exploratory data analysis (EDA) to understand data patterns, identify anomalies, and assess data quality for AI model development
- Analyze large datasets from multiple sources including POS systems, e-commerce platforms, inventory systems, and customer databases
- Create data visualizations and dashboards to communicate insights to stakeholders and support data-driven decision-making
- Conduct statistical analysis to validate hypotheses and identify trends that inform AI model design
- Profile and assess data sources to determine their suitability for AI/ML applications
- Identify data gaps, quality issues, and opportunities for data enrichment to improve model performance
- Work with data engineers to define data requirements and ensure proper data collection and storage
- Generate regular reports on AI system performance, business impact, and ROI metrics
AI Testing & Quality Assurance
- Design and execute comprehensive test plans for AI/ML models including functional, integration, performance, and user acceptance testing (UAT)
- Validate AI model outputs against business requirements and acceptance criteria to ensure accuracy and reliability
- Perform model performance testing using appropriate metrics (accuracy, precision, recall, F1 score, AUC-ROC, RMSE, etc.)
- Conduct bias detection and fairness testing to ensure AI models don't discriminate or produce unintended outcomes
- Test AI systems across different scenarios, edge cases, and data distributions to identify potential failures
- Document test cases, test results, and defects in a clear, organized manner using Jira.
- Work closely with data scientists and AI/ML engineers to reproduce, troubleshoot, and resolve model issues
- Validate data quality, feature engineering, and model training processes to ensure robust AI solutions
- Conduct A/B testing and champion/challenger tests to compare model performance and validate improvements
- Monitor deployed AI models for drift, degradation, and anomalies, raising alerts when performance deviates from expectations
Required Qualifications
- Bachelor's degree in Business Analytics, Data Science, Computer Science, Information Systems, Statistics, or related field
- 5+ years of experience as a Business Analyst, Data Analyst, QA Analyst, or similar role, preferably with exposure to AI/ML projects
- Preferred Retail experience.
- Strong analytical skills with experience in data analysis, statistical analysis, and data visualization
- Proficiency in SQL for querying and analyzing data from multiple data sources. Preferable experience with Databricks.
- Experience with data visualization tools (Tableau, Power BI, Looker, or similar)
- Hands-on experience with Python or R for data analysis and scripting
- Knowledge of AI/ML fundamentals including supervised/unsupervised learning, classification, regression, and model evaluation metrics
- Experience with testing methodologies and creating test plans, test cases, and test scripts
- Proficiency with collaboration and documentation tools (Confluence, Jira, Microsoft Office, Google Workspace)
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Analytics - OtherRole: Data Science & Analytics - OtherEmployement Type: Full timeContact Details:
Company: ADROITENTLocation(s): Noida, Gurugram+ View Contact
Keyskills: Artificial Intelligence Python R Power Bi AI Testing Natural Language Processing Tableau sql
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ADROITENT
ADROITENT, INC. is a global technology services and outsourcing company delivering high-quality software engineering services using agile methodology and SEI-CMMi processes.
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