Senior Data Engineer - AI/LLM Applications

Mexico

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Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Information Technology, Software DevelopmentIndustries

Requirements

Candidates should possess a Bachelor's degree in Computer Science, Engineering, or a related field, with 4-6 years of experience in data engineering and a strong foundation in AI/ML pipelines. Proven success in building and deploying LLM-powered solutions in production, experience with agentic and RAG architectures in the cloud, and proficiency in Python are required. Familiarity with AI/ML frameworks like LangChain or Hugging Face, experience with GCP services such as Vertex AI, Gemini, and BigQuery, and skills in managing the AI model lifecycle are strongly preferred. A solid understanding of CI/CD pipelines, automated monitoring for data/ML systems, strong analytical and problem-solving skills, and excellent communication and teamwork capabilities are also necessary.

Responsibilities

The Senior Data Engineer will architect and implement scalable data pipelines and services to support AI/LLM applications. They will design, develop, and deploy multi-agent RAG systems in cloud environments, collaborate cross-functionally to translate needs into technical solutions, and tune/optimize LLM-based tools for internal productivity. The role also involves ensuring robust monitoring, testing, and CI/CD practices across the data and AI stack.

Skills

Data Engineering

AI/ML Pipelines

LLM

RAG

Python

LangChain

Hugging Face

TensorFlow

PyTorch

GCP

Vertex AI

Gemini

BigQuery

CI/CD

Monitoring

Data Pipelines

Multi-agent systems

SailPoint

Provides identity security solutions for enterprises

About SailPoint

SailPoint provides identity security solutions that help organizations manage and protect digital identities. Its main products, including IdentityIQ, IdentityNow, and File Access Manager, assist businesses in ensuring compliance with regulations, reducing risks, and controlling access to sensitive information. These products work by giving organizations visibility into who has access to what data, allowing them to manage permissions effectively. SailPoint stands out from competitors by utilizing advanced technologies like artificial intelligence and machine learning to enhance its identity governance capabilities. The company's goal is to be a trusted partner for enterprises in navigating the complexities of identity security, ensuring that they can securely manage access to their critical information.

Austin, TexasHeadquarters

2004Year Founded

$20.7MTotal Funding

IPOCompany Stage

Cybersecurity, AI & Machine LearningIndustries

1,001-5,000Employees

Risks

Emerging identity management startups increase competition, potentially eroding market share.

Rapid technological changes may outpace SailPoint's innovation, risking solution obsolescence.

Integration challenges with acquisitions like SecZetta may disrupt services or misalign strategies.

Differentiation

SailPoint specializes in managing and securing digital identities for enterprises.

The company leverages AI and machine learning to enhance identity security solutions.

SailPoint's IdentityIQ provides visibility and control over user access.

Upsides

Growing demand for remote work security boosts SailPoint's remote access management features.

Rising adoption of AI-driven identity analytics aligns with SailPoint's AI capabilities.

Increased regulatory requirements drive demand for SailPoint's identity governance solutions.

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