GEN AI Software Engineer

5 days ago

Ridgefield Park, United States Crystal Equation Corporation Full time

GEN AI Software Engineer


Summary:

We're seeking a skilled engineer to lead the development of cutting-edge RAG applications using state-of-the-art LLM technologies. The ideal candidate will have a strong background in AI and NLP, with hands-on experience in building and optimizing LLM-based systems. This role requires expertise in integrating LLM solutions via APIs with both third-party tools and in-house applications. Experience with AWS Bedrock is highly valued, and familiarity with microservices architecture in cloud environments is a significant plus.


Responsibilities:

  • Design and implement RAG (Retrieval-Augmented Generation) systems
  • Integrate and optimize Large Language Models (LLMs) via APIs
  • Develop efficient information retrieval and extraction systems
  • Build and manage databases and vector stores
  • Apply Natural Language Processing (NLP) techniques
  • Monitor performance and continuously improve systems
  • Integrate LLM solutions with other third-party tools and in-house applications
  • Design and implement APIs for seamless integration of LLM capabilities


Requirements:

  • Bachelor's degree or higher in Computer Science, Artificial Intelligence, or related field (Master's preferred)
  • Proficiency in Python programming
  • Deep understanding of LLMs, RAG systems, and API integration
  • Experience with NLP and machine learning
  • Strong skills in database and API development
  • Knowledge of distributed systems and cloud computing
  • Expertise in integrating AI models with various software solutions


Preferred Qualifications:

  • Contributions to open-source LLM projects
  • Experience building AI systems in large-scale production environments
  • Experience with vector databases (e.g., Pinecone, Faiss)
  • Proficiency with relevant libraries such as Transformers, Hugging Face
  • Experience with AWS Bedrock for AI/ML model deployment and management
  • Experience with microservices architecture (MSA) in cloud environments
  • Familiarity with LLM API providers (e.g., OpenAI, Anthropic, Cohere)


Suggested Tech Stack:

  • Language: Python
  • Frameworks: PyTorch or TensorFlow, FastAPI or Flask for API development
  • Databases: PostgreSQL, MySQL, MongoDB,
  • Vector Stores: Pinecone, Faiss
  • Cloud Platforms: AWS (including Bedrock), Google Cloud, or Azure
  • Integration Tools: Apache Kafka, RabbitMQ


For more information regarding our Privacy Policy, please visit crystalequation.com/privacy.


Pay range is $47-$52 per hour with full benefits available, including paid time off, medical/dental/vision/life insurance, 401K, parental leave, and more. Our compensation reflects the cost of labor across several US geographic markets. Pay is based on several factors including market location and may vary depending on job-related knowledge, skills, and experience.



THE PROMISES WE MAKE:



At Crystal Equation, we empower people and advance technology initiatives by building trust. Your recruiter will prep you for the interview, obtain feedback, guide you through any necessary paperwork and provide everything you need for a successful start. We will serve to empower you along the way and provide the path for your professional journey.

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