Demo

AI Solution Architect (HTX)

CultureFit Technology Staffing
Houston, TX Full Time
POSTED ON 2/19/2025
AVAILABLE BEFORE 4/30/2025

Job Description

Job Summary :

We are seeking an experienced professional to join our AI Solution Architecture team (post-sales). In this customer-facing role, you will have the opportunity to design, develop, and deploy custom and pre-built Enterprise AI applications using the AI Platform. The AI product suite is entirely data-driven, so a great candidate will have a passion for acquiring, analyzing, and transforming data to generate insights with advanced analytics. This role is hands-on and requires a perfect combination of a "big picture," solution-oriented mindset, and solid implementation skills.

Key Responsibilities :

  • Engage directly with customers in a post-sales capacity to configure and implement a full-stack AI solution according to functional and performance requirements
  • Drive discussions on architecture and engineering to articulate the capabilities of the company Platform and its interoperability with existing systems
  • Design and implement reference architectures to deliver scalable and reusable solutions
  • Develop new specs, documentation, and participate in the development of technical procedures and user support guides
  • Assess technical risks and come up with mitigation strategies
  • Collaborate with internal engineering and product teams to incorporate customer feature and enhancement requests into core product offerings
  • Travel to customer sites (up to 30%)

Required Skills and Experience :

  • Bachelor's degree in engineering, computer science, or related fields
  • 5 years of experience (8 years for Senior AI SA) with system / data integration, development, or implementation of enterprise and / or cloud software
  • Deep understanding of enterprise architecture and enterprise application integration (File, API, Queues, Streams)
  • Extensive hands-on expertise in Big Data, Distributed Systems, and Cloud Architectures (AWS, Azure, GCP)
  • Demonstrated proficiency with Python, JavaScript, and / or Java
  • Experience with relational and NoSQL databases (any vendor)
  • Solid understanding of data modeling best practices
  • Strong organizational and troubleshooting skills with attention to detail
  • Strong analytical ability, judgment, and problem-solving techniques
  • Excellent verbal and written communication and presentation skills
  • Expertise in Postgres, Cassandra
  • Experience with stream processing frameworks (Kafka, Kinesis)
  • Experience with container-based deployments using Kubernetes or OpenShift
  • Experience designing and maintaining DataOps and MLOps in Production environments
  • Working knowledge of Machine Learning algorithms
  • Familiarity with Commercial LLMs, including a comprehensive understanding of their integration, customization, and management
  • Familiarity with vector databases (e.g., PGVector, FAISS) for efficient embedding storage and retrieval in RAG applications
  • Familiarity with AI / ML-related technologies and tools (MLFlow, KubeFlow, AWS SageMaker, Azure MLStudio)
  • Experience with Information, Network, & Infrastructure Security concepts
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