LLMOps Engineer - R01554697 at Brillio

Tampa, Florida, United States

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Technology, AIIndustries

Requirements

Passionate about learning new technologies, investigating cutting-edge techniques, and providing informed technical decisions
Ability to work closely with data scientists, ML engineers, DevOps teams, and product managers
Willingness to work 3 days hybrid in Tampa, FL

Responsibilities

Operationalize large language models, implement scalable solutions, and drive innovation in AI/ML deployment practices
Design, implement, and maintain end-to-end pipelines for LLM training, fine-tuning, validation, and deployment
Build and optimize scalable infrastructure for large language model operations
Deploy LLMs to production environments with prompt management, observability, serverless deployment, proper monitoring, scaling, and performance optimization
Design, develop, and maintain RESTful APIs endpoints for LLM inference and model interactions
Ensure API reliability, performance optimization, rate limiting, authentication, and comprehensive documentation
Implement comprehensive monitoring solutions for model performance, drift detection, and system health metrics
Research and evaluate emerging LLMOps techniques, tools, and methodologies
Provide informed recommendations on technology choices, architecture decisions, and implementation strategies
Establish and document best practices for LLM operations, deployment patterns, and governance frameworks
Develop prototypes and POCs to validate new approaches and technologies
Create comprehensive documentation for systems, processes, and architectural decisions
Mentor team members and share expertise through technical presentations and training sessions
Optimize data preprocessing and feature engineering pipelines for LLM training and inference
Implement data validation, quality checks, and lineage tracking for model training datasets
Design efficient data storage and retrieval systems for large-scale model artifacts and training data
Implement model governance frameworks including audit trails, compliance monitoring, and approval workflows

Skills

LLMOps

LLMs

fine-tuning

model training

model validation

model deployment

scalable infrastructure

AI/ML pipelines

production deployment

Brillio

Technology consulting for digital transformation

About Brillio

Brillio helps businesses with their digital transformation by providing technology consulting services. The company focuses on creating customized digital solutions that utilize artificial intelligence and cloud technologies to meet the specific needs of each client. This includes improving operational efficiency and enhancing user experiences through real-time responses and better workflows. Brillio serves a variety of clients, including large Fortune 500 companies, with a strong emphasis on the healthcare sector. Unlike many competitors, Brillio's approach is centered on developing bespoke solutions that give clients a competitive advantage, aiming to help them evolve into 'generative enterprises.' The company's goal is to drive significant improvements in business operations and outcomes through its consulting services and technology implementations.

Edison, New JerseyHeadquarters

2014Year Founded

LATE_VCCompany Stage

Consulting, AI & Machine Learning, HealthcareIndustries

1,001-5,000Employees

Benefits

Remote Work Options

Risks

High competition in tech may impact Brillio's talent acquisition and service scaling.

Over-reliance on healthcare exposes Brillio to sector-specific regulatory and funding risks.

Expansion into new markets may stretch resources, leading to potential operational inefficiencies.

Differentiation

Brillio specializes in bespoke digital solutions for diverse industries, focusing on AI and cloud.

The company is recognized as an Enterprise Innovator in healthcare payer services.

Brillio's Cloud and AI Studio aims to modernize enterprise IT systems and optimize workflows.

Upsides

Increased demand for AI-driven healthcare solutions boosts Brillio's market potential.

Expansion in India enhances service delivery and innovation through a growing tech talent pool.

Recognition in Open Banking IT Services highlights Brillio's role in financial digital transformation.

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