Urgent Role:- ML Engineering (Data Science Engineer) // Woodland Hills, CA - Onsite // Locals OR Nearby

[Rasani Revanth]

Hi Vendors,

I hope your day is going well

Please find the below requirements and let me know your response with an updated resume.

rev...@everestglobalsolutionsinc.com 

Job Title: Lead II – ML Engineering (Data Science Engineer)

Location: Woodland Hills, CA
Work Type: Onsite/Hybrid

Role Overview

We are seeking a highly skilled Data Science Engineer to design and develop scalable Machine Learning (ML) and Generative AI (GenAI) solutions. The ideal candidate will possess deep expertise in Python, hands-on experience in model training, document processing pipelines, and strong knowledge of vector databases and modern ML/GenAI frameworks.

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Key Responsibilities

• Develop and deploy ML and GenAI solutions using Python
• Design and optimize prompt engineering strategies for LLM-based applications
• Build document extraction, parsing, and chunking pipelines for structured and unstructured data
• Train, evaluate, and fine-tune ML models; manage tagging and labeling workflows
• Implement embedding generation and vector search solutions
• Integrate ML models with Vector Databases and MongoDB
• Ensure code quality, scalability, and production readiness

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Required Qualifications

• Expert-level proficiency in Python
• Strong experience in model training, evaluation, and tagging workflows
• Hands-on experience with document extraction and chunking techniques
• Solid understanding of ML algorithms and Generative AI concepts
• Experience working with Vector Databases and/or MongoDB
• Experience with modern ML and GenAI frameworks

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Must-Have Skills

• 12+ years: Data Science / ML Engineering experience with scalable ML & GenAI solutions
• 6+ years: Python, model training, and document processing pipelines
• 6+ years: Vector databases and ML/GenAI frameworks
• 6+ years: LLM-based applications, document extraction, parsing, chunking, and model fine-tuning
• 6+ years: Embeddings, vector search, and ML model integration with MongoDB
• 6+ years: ML algorithms and Generative AI concepts

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Preferred Qualifications

• Healthcare domain experience (Good to have)