Hi
Location: New Jersey
NEED 15+ YEARS OF EXPERIENCE.
Key Responsibilities
· Implement LLM-based extraction workflows using AWS Bedrock, including prompt templates, context construction, and response parsing.
· Build AWS Lambda functions for file retrieval, data transformation, schema validation, and Salesforce integration.
Develop and optimize Step Functions workflows that orchestrate ingestion → extraction → HITL → downstream processing.
· Support model evaluation, A/B testing, guardrail implementation, and fine‑tuning experiments to improve accuracy.
Implement HITL review logic including task creation, status tracking, concurrency control, and corrected‑data submission flows.
· Collaborate with architects, data analysts, and Salesforce developers to ensure seamless end‑to‑end execution.
Produce high-quality, maintainable Python code and supporting automation scripts for testing and validation.
Required Skills
· Strong hands-on experience with AWS services: Lambda, S3, Step Functions, EventBridge, SageMaker, Bedrock.
· Proficiency in Python for workflow automation, data processing, JSON transformations, and API integration.
· Familiarity with LLM prompting, structured extraction strategies, embeddings, and model evaluation.
· Experience integrating with Salesforce via APIs or middleware.
· Understanding of cloud security, IAM policies, and operational best practices.