AI/ML Engineer

This is a fully remote position, open to applicants in Pennsylvania.

📋 Description

• Architect Agentic Workflows: Design and execute multi-agent systems and autonomous workflows utilizing flow-based orchestration and chain-of-thought reasoning.

• Database & Vector Management: Oversee enterprise data and high-dimensional vector embeddings within PostgreSQL, ensuring optimal retrieval for RAG (Retrieval-Augmented Generation) pipelines.

• LLM Integration & Optimization: Spearhead the integration of LLMs through Azure OpenAI, concentrating on prompt engineering, model parameter tuning, and performance monitoring.

• Fine-Tuning: Identify areas where fine-tuning specific models can enhance domain-specific performance and lead the data preparation and execution process.

• System Orchestration: Construct and manage AI middleware that links LLMs to PostgreSQL, enterprise data sources, and third-party APIs.

• Technical Leadership: Develop playbooks for AI development and mentor the team on LLM best practices, ensuring that AI-generated outputs adhere to stringent accuracy standards.

⛳️ Requirements

• AI Specialization: A minimum of 1 year of experience in developing AI-powered applications, with a thorough understanding of LLM capabilities, limitations, and prompt engineering.

• Agentic Frameworks: Demonstrable experience in building AI Agents (e.g., using orchestration frameworks, LangChain, or flow-based visual programming tools).

• Database Expertise: Strong command of PostgreSQL (or other relational databases), including experience with relational schema design and ideally pgvector for managing vector embeddings.

• Azure AI Ecosystem: Proficiency in the Azure environment, particularly Azure OpenAI Service and Azure App Services.

• Model Fine-Tuning: Practical experience in preparing datasets and executing the fine-tuning of both open-source and proprietary models.

• Core Engineering: Solid foundation in C#/.NET, ensuring that AI features are built on a robust, enterprise-grade backend.

• Nice to Have: Experience with Azure cloud services (App Services, Functions, SQL Database, Vector Databases).

• Familiarity with Python for AI prototyping and data manipulation.

• Experience with microservices architecture.

• Knowledge of AI security, particularly in mitigating prompt injection and ensuring data privacy in RAG.

• Familiarity with monorepo tooling.

• Experience in mentoring or leading other developers.

🏝️ Benefits

• Generous Paid Time Off

• 11 Paid Holidays

• Medical, Dental, Vision, Life insurance benefits with various choices and generous employer contribution

• 401k with employer match that immediately vests

• Annual Company Bonus

• Career growth and mentoring opportunities as part of a smaller business unit within the Volaris Group

• Tuition Reimbursement Program

• Employee rewards and recognition programs

• Optional Employee Stock Purchase Program with company match

• Pet insurance

• Employee Discount Platform offering discounted entertainment tickets to movies, sporting events, hotels, live performances, etc.

• Referral bonuses

• Employee engagement events

• Flexible remote work arrangements