Position Details

Type Not Specified

Experience mid

Exp. Years 4+ years

Education Bachelor's degree in a highly quantitative field (Computer Science, Machine Learning, Operational Research, Statistics, Mathematics, etc.) or equivalent

Category AI & Machine Learning

About this role

This role involves analyzing organizational data to develop and fine-tune generative AI models, focusing on NLP and large language models, to support healthcare insights and decision-making.

Key Responsibilities

Analyze and model organizational data
Develop and fine-tune LLM and NLP models
Collaborate with MLOps team for deployment and evaluation
Ensure data and model governance standards
Optimize AI models for efficiency

Technical Overview

The technical environment includes Python programming, NLP, LLM development, data pipelines, MLOps tools, and stream/batch data processing, with a focus on model lifecycle management and governance.

Ideal Candidate

The ideal candidate is a mid-level AI/ML engineer with 4+ years of experience in developing and deploying large language models and NLP solutions, preferably in healthcare or related fields. Strong Python skills and experience with data pipelines and MLOps are essential.

Must-Have Skills

PythonData extractionData transformationData loadingLLM developmentNLPML model developmentModel deploymentModel monitoringData governance

Nice-to-Have Skills

Advanced Python proficiencyExperience with large data setsModel fine-tuningMLOps toolsModel evaluationModel optimizationHealthcare data experience

Tools & Platforms

PythonML frameworksData pipelinesMLOps tools

Required Skills

PythonData extractionData transformationData loadingNLPLLMMachine LearningModel deploymentMLOpsData governance

Hard Skills

PythonPython proficiencyLarge Language ModelsLLMNatural Language ProcessingNLPMachine LearningMLData extractionData transformationData loadingModel deploymentModel monitoringModel optimizationMLOpsData governanceModel lifecycleStream processingBatch processing

Soft Skills

collaborationcommunicationproblem-solvingadaptabilityteamwork

Industry & Role

Industry Healthcare IT

Job Function AI model development and deployment for healthcare data insights

Role Subtype AI Engineer

Tech Domains Python, Natural Language Processing, Machine Learning, Data pipelines, MLOps

Keywords for Your Resume

Gen AI EngineerArtificial IntelligenceAILLMNatural Language ProcessingNLPMachine LearningMLData extractionData transformationData loadingModel deploymentModel monitoringModel optimizationMLOpsData governanceModel lifecycleStream processingBatch processing

Deal Breakers

Lack of experience with LLM or NLP, No Python proficiency, Less than 4 years of experience, No healthcare data experience

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