Overview
Generative AI Architect role at Vertiv . Based onsite at Vertiv's Westerville, OH – HQ location.
Responsibilities
- Work with business teams, data scientists, software engineers, and other stakeholders to understand objectives and define technical requirements.
- Architect Generative AI solutions using state-of-the-art techniques (e.g., retrieval augmented generation, transformer architectures) for large-scale and complex use cases.
- Develop and implement applications using advanced Generative AI models (e.g., OpenAI GPT 3.5 / 4.0, Anthropic Claude, Google Palm2, Meta Llama2 or Llama3).
- Apply frameworks such as LangChain and Llama Index for efficient indexing, retrieval, and chaining of language models to enhance context and response quality.
- Assess and select suitable Generative AI technologies, tools, and frameworks to meet performance, accuracy, and scalability goals.
- Oversee fine-tuning and deployment of Large Language Models, ensuring adherence to best practices in Generative AI and ML.
- Design and maintain Generative AI workflows including data cleansing, preprocessing, model training or fine-tuning, and feedback loops.
- Evaluate models and systems for performance, scalability, and efficiency.
- Provide technical mentorship through code reviews and guidance to less experienced team members.
- Stay current with trends in Generative AI technologies, frameworks, and algorithms and identify opportunities for adoption within the organization.
- Collaborate with infrastructure teams to ensure seamless deployment and monitoring of LLMs in production environments.
- Document design decisions and technical specifications for reference and knowledge sharing.
Requirements
Bachelor's Degree in Computer Science, Engineering, Mathematics, or a related field.At least 7 years of experience in artificial intelligence, machine learning, or data science.Experience with Generative AI architectures and frameworks such as retrieval augmented generation, vectorization and embeddings, and multi-agent Generative AI architectures.Experience working with multiple Large Language Models (e.g., Azure OpenAI GPT 3.5 / 4.0, Meta Llama2 or Llama3, Google Palm2).Experience designing and developing AI solutions across domains (NLP, computer vision, speech, deep learning, etc.).Experience deploying and monitoring AI solutions on cloud environments (AWS and / or Azure).Strong problem-solving and analytical skills; ability to break down complex problems into actionable components.Excellent communication and collaboration skills for cross-functional teamwork.Strong knowledge of current Generative AI technologies, frameworks, and platforms; awareness of ethical considerations and responsible AI practices.Experience leading or managing AI projects or teams.Ability to explain complex AI concepts to technical and non-technical audiences.Preferred : Master's degree or PhD in AI, ML, Data Science, or related field; proficiency in Python, Java, or C++, and familiarity with AI libraries (TensorFlow, PyTorch, Keras); AI-related certifications or trainings; experience with big data technologies (Hadoop, Spark, Kafka); experience with web or mobile development (HTML, CSS, JavaScript, React, Angular); familiarity with agile / scrum and tools like Jira or Trello.About Vertiv
Vertiv is a $6.8 billion global infrastructure and data center technology company. We deliver hardware, software, analytics and services that ensure customers' critical applications run continuously, from cloud to edge. Headquartered in Columbus, Ohio, Vertiv employs around 20,000 people and operates in more than 130 countries. Visit Vertiv.com to learn more.
Work Authorization
No calls or agencies please. Vertiv will only employ individuals legally authorized to work in the United States. This position does not offer sponsorship now or in the future, and candidates requiring sponsorship are not eligible for hire.
Equal Opportunity Employer
Vertiv is an Equal Opportunity / Affirmative Action employer. We provide equal opportunities in hiring, terms of employment, mobility, training, compensation, and health without discrimination on age, race, color, religion, creed, sex, pregnancy, marital status, sexual orientation, gender identity / expression, genetic information, citizenship status, national origin, protected veteran status, political affiliation, or disability. If you need help applying due to a disability, please email help.join@vertiv.com.
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