Who we are looking for
At 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 Digital 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 for
As AI/ML Software Developer you will
- Integrate, quantize, and fine tune open source LLMs to solve financial market problem and perform validation and bug fixes
- Assist Solution Development Leads in design, development, and validation of genAI software
- Write model documentation with lead engineer and data scientist about problem statement, assumptions, data input, methodology, implementation framework, and test result
- Support IT integration, QA/UAT and deployment, operationalizing and productizing solutions
- Support issues arising within LLM based solutions deployed to Production
Education & Preferred Qualifications
- Master’s degree in AI/ML, Computer Science, Engineering or Sciences (with a background in Machine learning),
- 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.
- Demonstrated experience in designing and implementing solutions utilizing GenerativeAI 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
- Familiarity with AI ML search and data services within Azure or AWS ecosystem
- Familiarity with evaluation validation and refinement of results from Generative AI RAG based applications
- Familiarity with setting up monitoring, observability and guardrails for Generative AI solutions
- Extensive experience in Python programming languages along with popular frameworks
- Understanding of machine learning techniques and algorithms such as GPTs, CNN, RNN, kNN, xgBoost, Naive Bayes, SVM, Random Forests etc
Salary Range:
$75,000 - $120,000 Annual
The range quoted above applies to the role in the location specified. If the candidate would ultimately work outside of the location above, the applicable range could differ.
Job Application Disclosure:
It is unlawful in Massachusetts to require or administer a lie detector test as a condition of employment or continued employment. An employer who violates this law shall be subject to criminal penalties and civil liability.
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