Sphere ยท 3 months ago
Data & AI Solutions Architect
United States
Full-time
Remote
Senior Level
5+ years expSphere combines global expertise and local insight to help people and companies achieve their ambitious goals through innovation and technology. They are seeking an AI Solutions Architect to develop Generative AI solutions, collaborate with cross-functional teams, and improve client services.
AnalyticsBusiness IntelligenceCloud Data ServicesConsultingDeveloper ToolsMobile AppsSoftwareUX Design
Responsibilities
Develop Generative AI solutions utilizing GCP services, across various client teams
Contribute to the development and application of Large Language Models (LLMs) and Generative AI
Explore new areas within LLMs and Generative AI, translating research into practical applications
Communicate complex technical concepts and findings to non-technical stakeholders
Collaborate with cross-functional teams to integrate generative AI solutions into existing workflow systems
Stay updated on the latest advancements in generative AI technologies and methodologies
Optimize and fine-tune generative models for performance and efficiency
Troubleshoot and resolve issues related to generative AI models and implementations
Create and maintain documentation for generative AI models and their applications
Deploy and monitor Machine Learning models, focusing on generative AI and LLM-based agents
Design and develop prototypes in collaboration with IT practitioners and client stakeholders
Evaluate new tools and technologies, selecting appropriate ones for efficient and quality deliverables
Demonstrate confidence and ability to work in ambiguous situations
Influence business decisions by providing recommendations and trade-offs
Engage in continuous research and learning to attain in-depth knowledge of capabilities, limitations, internal architecture, and applications of a broad range of trending tech stacks, presenting essential comparisons, pros/cons, and target use cases
Assist leadership in building or upgrading reference architectures, developing new service lines or enhancing existing ones, and designing and implementing programs to align delivery teams with new or enhanced service offerings
Lead training programs to help the next generation gain technical expertise
Qualification
Required
At least 3 years of experience in creating AI solutions using Databricks (certification is a plus)
Experience with generative AI frameworks, such as LlamaIndex and Langchain
Familiarity with generative AI models from OpenAI, Google, or open-source alternatives (e.g., Llama, Claude, Hugging Face)
Minimum of 5 years of programming experience in Python and SQL
Proficiency in diverse data storage systems, including RDMS and NoSQL
Expertise in utilizing major cloud platforms, with a strong emphasis on GCP (minimum 2-3 years of experience) and knowledge of AWS
Understanding of neural network architectures, such as Generative Adversarial Networks (GANs) and Transformers
Experience using TensorFlow, PyTorch, and Keras for designing, training, and validating AI models
Familiarity with CI/CD solutions in the context of MLOps and LLMOps, including automation with Infrastructure as Code (IaC) tools like Biceps or Terraform
Skills in data preprocessing and feature engineering for AI model training
Knowledge of designing and explaining data pipelines, ML pipelines, and ML training and serving methodologies
Experience in deploying ML models using native infrastructure (e.g., Databricks) or third-party MLOps platforms
Understanding of specific domains or industries and the application of NLP/LLM solutions
Demonstrated innovative mindset and problem-solving abilities
Awareness of AI standards and the ability to assess and mitigate technology risks
Excellent communication and presentation skills
Benefits
Competitive and rewarding salary and benefits package
Intellectually and creatively stimulating work environment
Flexibility
Unique international travel opportunities
Company
Sphere
Drive your sustainable digital transformation with focus on innovation and scale
201-500 employees
H1B Sponsorship
Sphere has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2021 (3)
2020 (1)
Funding
Current Stage
Growth StageLeadership Team
Leon Ginsburg
CEO/Founder
Alex Korenev
Community Engagement Partner
Company data provided by crunchbase