BNY Mellon

Bring your ideas. Make history. 

BNY Mellon offers an exciting array of future-forward careers at the intersection of business, finance, and technology. We are one of the world's top asset management and banking firms that manages trillions of dollars in assets, custody and/or administration. Known as the “bank of banks” - 97% of the world’s top banks work with us as we lead and serve our customers into the new era of digital. 

With 240 years of rich history and industry firsts, BNY Mellon has been built upon our proven ability to evolve, lead, and drive new ideas at every turn. Today, we’re approximately 50,000 employees across 35 countries with a culture that empowers you to grow, take risks, experiment and be yourself. This is what #LifeAtBNYMellon is all about. 

We’re seeking a future team member for the role of AI RESEARCHER to join our AI HUB team. This role is located in TEL AVIV, ISRAEL (hybrid). 

In this role, you’ll make an impact in the following ways: 

• Algorithmic Development and Mathematical Analysis
• Engage in the in-depth study and modification of algorithms that power Large Language Models
• Deep mathematical understanding of natural language processing techniques, model architectures, and optimization strategies is essential for refining or creating more efficient and effective models
• Technology Review and Benchmarking
• Keep abreast of the latest advancements in the Large Language Model landscape by continuously reviewing state-of-the-art technologies and frameworks
• Identify performance bottlenecks and operational limitations in existing systems, offering technological insights that can steer the development of next-generation models
• Conceptual Innovation and Prototyping
• Dedicate efforts to crafting novel methods and algorithms aimed at pushing the boundaries of what Large Language Models can accomplish
• Translate theoretical breakthroughs into testable prototypes, collaborating with engineering teams to evaluate their real-world applicability and scalability

To be successful in this role, we’re seeking the following: 

• Ph.D. in Computer Science, Computational Linguistics, or a related field, with a specialization in natural language processing (NLP), machine learning, or a specific focus on Large Language Models
• Optional but highly desirable: Postdoctoral research experience or industry research experience in the area of Large Language Models or closely related fields
• Significant years of research experience in the field of natural language processing, machine learning, or data science, with at experience specifically focused on Large Language Models
• Experience in utilizing a range of machine learning frameworks and tools, such as TensorFlow, PyTorch, or similar, for the development and testing of language models
• Proven ability to collaborate effectively with multidisciplinary teams, including data scientists, engineers, and product managers, in bringing research concepts to prototype or production stages 
• Familiarity with current ethical considerations related to Large Language Models, including issues of fairness, transparency, and bias

At BNY Mellon, our inclusive culture speaks for itself. Here’s a few of our awards: 

• Fortune World’s Most Admired Companies & Top 20 for Diversity and Inclusion, 2023 
• Bloomberg’s Gender Equality Index (GEI), 2023
• Human Rights Campaign Foundation, Corporate Equality Index, 2023
• Best Places to Work for Disability Inclusion, Disability: IN – 100% score, 2023
• Dow Jones Sustainability Indices, Top performing company for Sustainability, 2023
• Forbes Blockchain 50, 2023

Our Benefits: 

BNY Mellon offers highly competitive compensation, benefits, and wellbeing programs rooted in a strong culture of excellence and our pay-for-performance philosophy. We provide access to flexible global resources and tools for your life’s journey. Focus on your health, foster your personal resilience, and reach your financial goals as a valued member of our team, along with generous paid leaves that can support you and your family through moments that matter. 

BNY Mellon is an Equal Employment Opportunity/Affirmative Action Employer - Underrepresented racial and ethnic groups/Females/Individuals with Disabilities/Protected Veterans.

BNY Mellon is an Equal Employment Opportunity/Affirmative Action Employer. Minorities/Females/Individuals With Disabilities/Protected Veterans.

Our ambition is to build the best global team – one that is representative and inclusive of the diverse talent, clients and communities we work with and serve – and to empower our team to do their best work. We support wellbeing and a balanced life, and offer a range of family-friendly, inclusive employment policies and employee forums.