- Education – BS or MS required.
- 15+ years of professional technology experience with a minimum 5+ years of architecture experience in Data, Analytics and AI/ML space.
- Ability to formulate Data & AI/ML Strategy, Conceptual Architecture and work with development teams to execute the strategy.
- Experience in building prototypes, driving Pilot and PoCs, and exploring new solutions.
- Experience with RAG and Chatbot application development is desirable
- Demonstrated experience developing enterprise applications and data solutions in the cloud – Azure/AWS
- Experience in designing, testing and deploying machine learning frameworks to rapidly iterate on model development & deployment
- Experience working with data engineers and data scientists to implement AI, ML & NLP techniques for variety of use cases using industry frameworks.
- Strong understanding of generative AI techniques, including deep generative models, auto regressive models, prompt engineering and reinforcement learning for generative tasks.
- Expertise with LLMs (Microsoft Azure Open AI, AWS Bedrock and other LLM models)
- Some experience on vector databases (preferably Redis and AWS Opensearch) and of document chunking (including models used for chunking)
- Hands on experience using LLM related application frameworks, preferably Langchain.
- Proven expertise in CI/CD pipeline design and management in the Generative AI space including experience with LLMOps.
- Experience with cloud service provider ML ecosystem such as AWS SageMaker & Azure ML
- Experience working with machine learning algorithms such as Scikit-Learn, TensorFlow, PyTorch, MXNet, etc
- Experience working with NLP based algorithms such as BERT, ALBERT and deep learning algorithms such as CNN, RNN, RBM, AutoEncoders, etc
- Strong experience in programming languages such as Python, Java
- Excellent written and verbal communication skills with ability to communicate complex designs and solutions to non-technical and highly technical audiences alike.
Vice President, Architecture - Boston, MA, United States - Soteriare
Description
Vice President, LLM/Generative AI Architect page is loaded
Vice President, LLM/Generative AI Architect
Apply locations Boston, MA Durham, NC Merrimack, NH Smithfield, RI time type Full time posted on Posted 2 Days Ago job requisition idJob Description: The Role
Fidelity Workplace Investing(WI) is seeking a Generative AI Architect who will play an instrumental role in driving Generative AI vision, strategy, and architecture. The selected candidate will work closely with other AI/ML and Solution Architects in WI and Enterprise teams in defining robust GenAI framework and in enabling stakeholder use cases.
The Expertise and Skills You Bring
Certifications
Certification in AI/ML, Generative AI technologies on AWS/Azure platforms preferred.
Certifications: Category:
Information TechnologyFidelity's working model blends the best of working offsite with maximizing time together in person to meet associate and business needs. Currently, most hybrid roles require associates to work onsite all business days of one assigned week per four-week period (beginning in September 2024, the requirement will be two full assigned weeks).