Senior Data Engineer with AI/ML FocusTata Consultancy Services • Sunnyvale, California, United States
Senior Data Engineer with AI/ML Focus
Tata Consultancy Services
- Sunnyvale, California, United States
- Sunnyvale, California, United States
Über
Data Architecture & Pipeline Design
Identify good data set and data candidates for building AI based recommendation engine
Design denormalized data structures optimized for LLM consumption
Aggregate data from multiple CRM modules/tables into one for LLM consumption
Implement data quality monitoring and validation frameworks
CRM Data Expertise
Analyze complex CRM schemas (Accounts, Opportunities, Notes, Order History, Account Actuals)
Understand business relationships between entities and their impact on recommendations
Map data lineage from source systems to AI-ready datasets
AI/ML Data Preparation
Data preprocessing and normalization for LLM consumption
Create training datasets for recommendation model improvement
Implement data versioning for model reproducibility
Performance Optimization
Query optimization for large-scale data aggregation
Caching strategies for frequently accessed recommendation data
Scalability planning for growing data volumes
Required Technical Skills Core Data Engineering (Must-Have)
SQL Expertise: Advanced Oracle query optimization, complex joins, window functions
ETL/ELT Tools: Informatica or similar
Programming: Python basics, SQL, basic understanding of Java
AI/ML Data Specialization (Important)
Feature Engineering: Experience with recommendation systems, time-series analysis
Data Preprocessing: Normalization, encoding, handling missing data for ML models
Vector Databases: Experience with embedding storage and retrieval
LLM Data Preparation: Understanding of context windows, token optimization, prompt engineering data needs
CRM/Business Systems (Important)
CRM Platforms: SugarCRM, Salesforce, or similar enterprise CRM systems
Data Governance: Understanding of data privacy, security, and compliance requirements
Prior Apple Experience Would Be Preferred.
Salary Range: $90,000-$125,000 a year
Qualifications BACHELOR OF TECHNOLOGY
#J-18808-Ljbffr
Sprachkenntnisse
- English
Hinweis für Nutzer
Dieses Stellenangebot stammt von einer Partnerplattform von TieTalent. Klick auf „Jetzt Bewerben”, um deine Bewerbung direkt auf deren Website einzureichen.