HTC Global Services is looking to design, develop, and deploy cutting-edge Generative AI solutions, with a particular emphasis on Retrieval-Augmented Generation (RAG) systems, to build intelligent applications that enhance user experience and automate complex processes.
Requirements
- GCP, Big Data, Artificial Intelligence & Expert Systems, API
- GCP – Mid Level
- Big Data – Entry level
- Artificial Intelligence & Expert Systems – Entry Level
- API : Mid level
- Google Cloud Platform
- Vector Databases
- Python programming
- SQL for data manipulation and querying
- Machine Learning model fine-tuning
- Data engineering concepts and practices
- Prompt engineering techniques for interacting with LLMs
- OpenAI SDK
- FastAPI
- Version control systems (e.g., Git)
- Containerization technologies (e.g., Docker)
Responsibilities
- Design, develop, and implement Generative AI models and applications, specifically focusing on building and optimizing RAG systems, including the integration and management of vector databases, using various technology stacks, with a preference for the OpenAI SDK.
- Apply fundamental Machine Learning concepts, including model fine-tuning, to improve the performance and accuracy of AI solutions, and deploy them via efficient APIs, such as those built with FastAPI, utilizing containerization for consistent environments.
- Perform data engineering tasks to prepare, process, and manage data pipelines essential for training, evaluating, and deploying Generative AI models, including data ingestion for vector databases, ensuring data quality and accessibility.
- Utilize advanced prompt engineering techniques to optimize interactions with large language models and achieve desired outputs, and expose these capabilities through well-designed APIs.
- Collaborate with cross-functional teams to integrate AI solutions into existing products and services, ensuring scalability, reliability, and maintainability on cloud platforms, particularly Google Cloud Platform (GCP), adhering to MLOps principles and continuous integration/continuous deployment (CI/CD) practices.
Other
- 3+ years of experience in software engineering with a focus on Generative AI, Machine Learning, or related AI fields
- Bachelor's Degree
- Certification Program
- Paid-Time-Off, Paid Holidays, 401K matching, Life and Accidental Death Insurance, Short & Long Term Disability Insurance
