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Generative AI Architect
2 months ago
Manifest Solutions is currently seeking a Generative AI Architect for an onsite position in Westerville, OH.
No C2C; No Third-parties - Applicants only
- Work in conjunction with business teams, data scientists, software engineers, and other relevant parties to comprehend business objectives and define technical requirements.
- Architect Generative AI solutions using the latest techniques such as retrieval augmented generation, transformer architectures, etc. to accommodate large-scale and intricate Generative AI solutions.
- Develop and implement applications using advanced Generative AI models such as OpenAI GPT 3.5 or 4.0, Anthropic Claude, Google Plam2, Meta Llama2 or Llama3.
- Apply frameworks such as LangChain and Llama Index for efficient indexing, retrieval, and chaining of language models, enhancing the contextual understanding and response generation of applications.
- Assess and choose suitable Generative AI technologies, tools, and frameworks to attain the required performance, precision, and scalability.
- Oversee the fine-tuning and deployment of Large Language Models, ensuring compliance with top-tier practices in Generative AI and machine learning.
- Construct and sustain Generative AI workflows, incorporating stages such as data cleansing, pre-processing, model training or fine-tuning, and feedback loop.
- Evaluate Large Language Models and systems for optimal performance, scalability, and efficiency.
- Conduct frequent code assessments and provide technical mentorship to less experienced team members.
- Stay up to date on the latest trends and progress in Generative AI technologies, frameworks, and algorithms, and pinpoint opportunities for their use within the organization.
- Cooperate with infrastructure teams to guarantee seamless deployment and monitoring of Large Language Models in operational environments.
- Document Generative AI design choices and technical specifications for reference and knowledge dissemination.
Requirements
- Bachelor’s Degree in Computer Science, Engineering, Mathematics, or related field.
- At least 7 years of experience in artificial intelligence, machine learning, or data science.
- Experience in Generative AI architectures and frameworks such as retrieval augmented generation, vectorization and embeddings, and multi-agent Generative AI architecture solutions.
- Experience working with multiple Large Language Models (e.g., Azure Open AI GPT 3.5/4.0, Meta Llama2 or Llama3, Google Palm2).
- Experience in designing and developing artificial intelligence solutions for various domains, such as natural language processing (NLP), computer vision, speech recognition, deep learning, etc.
- Experience in deploying and monitoring artificial intelligence solutions on cloud environments (AWS and/or Azure)
- Excellent problem-solving and analytical skills, with the ability to break down complex problems into actionable components.
- Strong communication and collaboration skills, with the ability to work effectively within cross-functional teams.
- Strong knowledge of the latest advancements in Generative AI technologies, frameworks, and platforms.
- Knowledge of ethical considerations and responsible Generative AI practices.
- Experience in leading or managing artificial intelligence projects or teams.
- Strong communication and presentation skills, with the ability to explain complex artificial intelligence concepts and insights to technical and non-technical audiences.
Preferred Requirements
- Master's degree or PhD in Artificial Intelligence, Machine Learning, Data Science, or related field
- Proficiency in programming languages such as Python, Java, or C++, and familiarity with popular AI libraries and frameworks (e.g., TensorFlow, PyTorch, Keras)
- Certification or training in artificial intelligence, machine learning, or data science.
- Experience in working with big data technologies, such as Hadoop, Spark, Kafka, etc.
- Experience in working with web or mobile development technologies, such as HTML, CSS, JavaScript, React, Angular, etc.
- Familiarity with agile or scrum methodologies and project management tools, such as Jira, Trello, etc.
