Data Scientist GenAI, AVP

This inclusive employer is a member of myGwork – the largest global platform for the LGBTQ+ business community.Who we are looking forAt State Street, Bionics is a strategic global team with members located in USA, Poland, UK, China, and India. The Artificial Intelligence group within this team has the mission to explore, enable and exploit generative AI, machine learning, natural language processing, computer vision and cognitive computing at scale for multiple use cases across Global Delivery, Global Advisors, Global Markets and Alpha business lines. The team has a mix of AI technology, quantitative modeling, data science, financial engineering, and software engineering capabilities. We are seeking to hire a candidate that has sufficient background in Data Science and the potential to contribute effectively to solutions for operational efficiency, investment and risk management related domains, or client experience.What you will be responsible forAs Data Scientist - Generative AI and ML you will:Integrate, customize, and train well-known models and algorithms in open source libraries to solve financial market problems and perform validation and bug fixes.Build models and algorithms from scratch and perform validation including but not limited to goal functions, loss functions, accuracy functions, error functions, similarity functions, optimization functions, and simulation functions depending on the type of problem and technique used.Assist Solution Development Leads in design, development, and validation of AI components.Write model documentation with lead financial engineer and modeler about problem statement, assumption, data input, methodology, implementation framework, and test results.Support IT integration, QA/UAT and deployment, operationalizing and productizing solutions.Support production issues pertinent to models and algorithms including the ones used in open source libraries.Required Skills And ExperienceMaster's degree in AI/ML, Computer Science, Engineering or Sciences (with a background in Machine learning), with at least three years of full-time work experience.Demonstrated experience in designing and implementing solutions utilizing Generative AI and ML components, and patterns like RAG and Text-to-SQL.Hands-on experience in working with Azure OpenAI services or other managed large language models.Experience with evaluation validation and refinement of results from Generative AI RAG or Text to SQL applications.Experience with setting up monitoring, observability and guardrails for Generative AI solutions.Extensive experience in Python programming languages along with popular frameworks.Preferred Skills And ExperienceExperience with AI ML search and data services within Azure or AWS ecosystem.Demonstrated understanding of how state-of-the-art LLMs can be induced to use explicitly supplied structured and unstructured information, their implicit world knowledge and their abilities to solve problems such as extraction, evaluation and comparison or document structures in investment management.A grasp of tools for knowledge extraction, representation and reasoning.A track record of managing the "exploration vs exploitation" tradeoff to deliver innovative solutions for first-of-a-kind problems.Excellent understanding of machine learning techniques and algorithms such as GPTs, CNN, RNN, kNN, xgBoost, Naive Bayes, SVM, Random Forests etc.What we valueThese skills will help you succeed in this role:Familiar with major financial instruments, reference data, market data, investment and risk management concepts.Excellent written and verbal communication skills with peers across multiple countries.Result driven, detail oriented, candid attitude.Are you the right candidate? Yes!We truly believe in the power that comes from the diverse backgrounds and experiences our employees bring with them. Although each vacancy details what we are looking for, we don't necessarily need you to fulfil all of them when applying. If you like change and innovation, seek to see the bigger picture, make data driven decisions and are a good team player, you could be a great fit.Why this role is important to usOur technology function, Global Technology Services (GTS), is vital to State Street and is the key enabler for our business to deliver data and insights to our clients. We're driving the company's digital transformation and expanding business capabilities using industry best practices and advanced technologies such as cloud, artificial intelligence and robotics process automation.We offer a collaborative environment where technology skills and innovation are valued in a global organization. We're looking for top technical talent to join our team and deliver creative technology solutions that help us become an end-to-end, next-generation financial services company.Join us if you want to grow your technical skills, solve real problems and make your mark on our industry.Salary Range$100,000 - $160,000 AnnualThe range quoted above applies to the role in the primary location specified. If the candidate would ultimately work outside of the primary location above, the applicable range could differ.

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