Vice President, LLM/Generative AI Architect
Company: Fidelity Investments Inc.
Location: Boston
Posted on: May 6, 2024
Job Description:
Job Description:The RoleFidelity 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
- 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.CertificationsCertification in
AI/ML, Generative AI technologies on AWS/Azure platforms
preferred.Certifications:Company Overview Fidelity Investments is a
privately held company with a mission to strengthen the financial
well-being of our clients. We help people invest and plan for their
future. We assist companies and non-profit organizations in
delivering benefits to their employees. And we provide institutions
and independent advisors with investment and technology solutions
to help invest their own clients' money. Join Us At Fidelity,
you'll find endless opportunities to build a meaningful career that
positively impacts peoples' lives, including yours. You can take
advantage of flexible benefits that support you through every stage
of your career, empowering you to thrive at work and at home.
Honored with a , we have been recognized by our employees as a top
10 Best Place to Work in 2024. And you don't need a finance
background to succeed at Fidelity-we offer a range of opportunities
for learning so you can build the career you've always imagined.
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). At Fidelity, we
value honesty, integrity, and the safety of our associates and
customers within a heavily regulated industry. Certain roles may
require candidates to go through a preliminary credit check during
the screening process. Candidates who are presented with a Fidelity
offer will need to go through a background investigation, , and may
be asked to provide additional documentation as requested. This
investigation includes but is not limited to a criminal, civil
litigations and regulatory review, employment, education, and
credit review (role dependent). These investigations will account
for 7 years or more of history, depending on the role. Where
permitted by federal or state law, Fidelity will also conduct a
pre-employment drug screen, which will review for the following
substances: Amphetamines, THC (marijuana), cocaine, opiates,
phencyclidine. We invite you to Find Your Fidelity at . Fidelity
Investments is an equal opportunity employer. We believe that the
most effective way to attract, develop and retain a diverse
workforce is to build an enduring culture of inclusion and
belonging. Fidelity will reasonably accommodate applicants with
disabilities who need adjustments to participate in the application
or interview process. To initiate a request for an accommodation,
contact the HR Accommodation Team by sending an email to , or by
calling 800-835-5099, prompt 2, option 3.
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Keywords: Fidelity Investments Inc., Pawtucket , Vice President, LLM/Generative AI Architect, Executive , Boston, Rhode Island
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