Data Scientist / AI Model Developer
- Recruiter
- UBS
- Location
- Weehawken, United States - New Jersey
- Salary
- Competitive salary
- Posted
- 28 Nov 2022
- Closes
- 23 Dec 2022
- Ref
- 260273BR
- Approved employers
- Approved employer
- Job role
- Accountant
- Sector
- Accounting - Public practice
Your role
Does quantitative modeling excite you? Are you an innovative thinker and interested in risk topics? Do you enjoy understanding algorithms and their background?
We're looking for a model developer who will:
• design, build and test Natural Language Processing models and solutions that improve our written / electronic communication surveillance capabilities
• ensure adherence to standards related to our AI development pipeline, model validation, documentation, front / back-end interfaces and workflow procedures
• design and implement reusable Python assets, code templates, and ongoing AI development framework enhancements
• stakeholder management across various levels within the business units and interactions with all relevant GCRG stakeholders
• collaborate with data architects and IT specialists to support the development of a data strategy and bespoke technical infrastructure
Your team
Methodologies and Models within Group Compliance, Regulatory and Governance is a newly established unit which uses state of the art AI/Machine Learning based solutions, covering the entire non-financial risk control and compliance space. Your pod is responsible for model development related to electronic communications (chats & emails) surveillance. Our mandate is to design and build the next-generation methodology set and AI development pipeline & tooling in an end-to-end responsibility. We are an agile organized team, with a startup setup and entrepreneurial spirit, embedded within a global financial institution.
Diversity helps us grow together. That's why we are committed to fostering and advancing diversity, equity, and inclusion. It strengthens our business and brings value to our clients.
Your expertise
• graduate degree in Computer Science, Physics, Statistics, Mathematics, or related field
• prior experience in Analytical / statistical model development, using advanced quantitative & machine learning methods. Experience in risk & compliance domain preferred
• experience developing natural language models and natural language feature extraction
• understanding of NoSQL & Relational databases. Elasticsearch experience a plus
• strong dedication to thorough and clear model & code documentation
• experience with Git, clear understanding of version control practices. Gitlab CI/CD Pipelines a plus
• experience working within UNIX/Linux environments, Microsoft Azure (or comparable cloud platforms) a plus.
• prior development experience in Python
• familiarity with common natural language models, machine learning models, and modern NLP methodologies (Transformers, FastText, Word2Vec, Doc2Vec, SVM, & HMM)
• familiarity with techniques for quantitative model transparency and interpretability techniques (SHAP, LIME, & etc.)
• basic understanding of IT and software engineering principles
• good communication, writing & presentation skills
• fluent in English, additional languages a plus
About us
UBS is the world's largest and only truly global wealth manager. We operate through four business divisions: Global Wealth Management, Personal & Corporate Banking, Asset Management and the Investment Bank. Our global reach and the breadth of our expertise set us apart from our competitors.
With more than 70,000 employees, we have a presence in all major financial centers in more than 50 countries. Do you want to be one of us?
Join us
At UBS, we embrace flexible ways of working when the role permits. We offer different working arrangements like part-time, job-sharing and hybrid (office and home) working. Our purpose-led culture and global infrastructure help us connect, collaborate, and work together in agile ways to meet all our business needs.
From gaining new experiences in different roles to acquiring fresh knowledge and skills, we know that great work is never done alone. We know that it's our people, with their unique backgrounds, skills, experience levels and interests, who drive our ongoing success. Together we're more than ourselves. Ready to be part of #teamUBS and make an impact?
Disclaimer / Policy Statements
UBS is an Equal Opportunity Employer. We respect and seek to empower each individual and support the diverse cultures, perspectives, skills and experiences within our workforce.
Does quantitative modeling excite you? Are you an innovative thinker and interested in risk topics? Do you enjoy understanding algorithms and their background?
We're looking for a model developer who will:
• design, build and test Natural Language Processing models and solutions that improve our written / electronic communication surveillance capabilities
• ensure adherence to standards related to our AI development pipeline, model validation, documentation, front / back-end interfaces and workflow procedures
• design and implement reusable Python assets, code templates, and ongoing AI development framework enhancements
• stakeholder management across various levels within the business units and interactions with all relevant GCRG stakeholders
• collaborate with data architects and IT specialists to support the development of a data strategy and bespoke technical infrastructure
Your team
Methodologies and Models within Group Compliance, Regulatory and Governance is a newly established unit which uses state of the art AI/Machine Learning based solutions, covering the entire non-financial risk control and compliance space. Your pod is responsible for model development related to electronic communications (chats & emails) surveillance. Our mandate is to design and build the next-generation methodology set and AI development pipeline & tooling in an end-to-end responsibility. We are an agile organized team, with a startup setup and entrepreneurial spirit, embedded within a global financial institution.
Diversity helps us grow together. That's why we are committed to fostering and advancing diversity, equity, and inclusion. It strengthens our business and brings value to our clients.
Your expertise
• graduate degree in Computer Science, Physics, Statistics, Mathematics, or related field
• prior experience in Analytical / statistical model development, using advanced quantitative & machine learning methods. Experience in risk & compliance domain preferred
• experience developing natural language models and natural language feature extraction
• understanding of NoSQL & Relational databases. Elasticsearch experience a plus
• strong dedication to thorough and clear model & code documentation
• experience with Git, clear understanding of version control practices. Gitlab CI/CD Pipelines a plus
• experience working within UNIX/Linux environments, Microsoft Azure (or comparable cloud platforms) a plus.
• prior development experience in Python
• familiarity with common natural language models, machine learning models, and modern NLP methodologies (Transformers, FastText, Word2Vec, Doc2Vec, SVM, & HMM)
• familiarity with techniques for quantitative model transparency and interpretability techniques (SHAP, LIME, & etc.)
• basic understanding of IT and software engineering principles
• good communication, writing & presentation skills
• fluent in English, additional languages a plus
About us
UBS is the world's largest and only truly global wealth manager. We operate through four business divisions: Global Wealth Management, Personal & Corporate Banking, Asset Management and the Investment Bank. Our global reach and the breadth of our expertise set us apart from our competitors.
With more than 70,000 employees, we have a presence in all major financial centers in more than 50 countries. Do you want to be one of us?
Join us
At UBS, we embrace flexible ways of working when the role permits. We offer different working arrangements like part-time, job-sharing and hybrid (office and home) working. Our purpose-led culture and global infrastructure help us connect, collaborate, and work together in agile ways to meet all our business needs.
From gaining new experiences in different roles to acquiring fresh knowledge and skills, we know that great work is never done alone. We know that it's our people, with their unique backgrounds, skills, experience levels and interests, who drive our ongoing success. Together we're more than ourselves. Ready to be part of #teamUBS and make an impact?
Disclaimer / Policy Statements
UBS is an Equal Opportunity Employer. We respect and seek to empower each individual and support the diverse cultures, perspectives, skills and experiences within our workforce.