Prodapt
Website:
prodapt.com
Job details:
Overview
Focus: Systems Integration, Data Engineering & Complex Logic
Experience: 5-8 Years
Role Summary:
You are a hands-on architect who understands how to integrate Generative AI into complex, existing enterprise ecosystems. You possess strong Data Engineering skills and a grasp of Classical Machine Learning. You integrate GenAI into enterprise ecosystems involving legacy systems, complex data estates, and multi-step data pipelines.
Responsibilities
Key Responsibilities:
- Complex System Integration: Integrate LLM solutions with legacy systems (ERPs, CRMs) and multiple data sources. Design systems that utilize Graph Databases or complex SQL queries alongside Vector Stores.
- Data Engineering: Build robust data pipelines (ETL/ELT) for GenAI strategies. Understand MapReduce principles and data structure analysis.
- Hybrid AI Approach: Know when to use Classical Machine Learning (Regression, Classification) versus Generative AI.
- Data Strategy: Formulate data strategies for clients, selecting the right database types (RDB, NoSQL, Graph, In-memory Cache) for the specific use case.
- data governance: Implement lineage, PII handling, access control.
- Architecture: Build event-driven architectures and multi-agent orchestration.
- Testing: Strategize and conduct integration testing, regression testing, QA.
- Customer Guidance: Provide architectural guidance and educate customers.
Requirements
Technical Requirements:
- Data: Pandas, SQL optimization, Graph DBs (Neo4j), Vector Database internals.
- Integration: Event-driven architecture, Enterprise Service Bus patterns, Multi-agent orchestration.
- ML Knowledge: Understanding of statistics, classical ML algorithms, and data structure analysis.
- Security: IAM, governance, audit trails.
Soft Skills:
- Strong stakeholder management across engineering, data, and business.
- Ability to simplify complex technical concepts for non‑technical leaders.
- Solution‑oriented thinking under ambiguity.
- Mentorship and coaching of Lead and Junior FDEs.
- High empathy and customer‑centric design approach.
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