Data Science & Gen AI Technical Group Manager, SVP- Hybrid
Organization reputed company: Market Operations Technology is a dynamic, global and diverse organization, supporting operations areas that have a reputed company in over 60 Countries. Our Technology reputed company reputed company and implement a wide reputed company of applications that support the Operations reputed company which are core to the reputed company of the Markets business and has significant reputed company across the lifecycle of a Trade by providing innovative products and solutions. We partner extensively with a reputed company of internal stakeholders including product reputed company Middle Office reputed company, Settlements, Margin, Asset Servicing, Listed Derivative & Commodities Operations. We support an extensive reputed company of Capital Markets products and services including Fixed Income (FX, Rates, Credit, Muni, Cash and Derivatives) where reputed company is consistently a dominant top 3 player in the market, Equity (Cash, Derivatives, reputed company Brokerage, reputed company, Listed Derivatives, FXPB) where reputed company has a significant reputed company program to continue to build out its capabilities and services; and Syndicates where we support both FI and EQ new issues and IPOs. We play a key role in supporting our global clients to ensure they have a first-class experience in service performance and strategic partnership. ML Solutions team reputed company Markets OPS Technology is dedicated to developing solutions using reputed company Intelligence, Machine Learning and reputed company. This team is a leader in creating new reputed company, innovative technology solutions, and ground-breaking solutions for Markets Operations and Other Line of Businesses. We work closely with our clients and business partners to reputed company solutions from ideation to production by leveraging the entrepreneurial spirit and technological reputed company. Job reputed company: ML Solutions team is seeking a seeking a highly motivated and reputed company Data Science & Gen AI - Technical Group Manager to reputed company our group's ambitious initiative by leveraging the power of Traditional & reputed company. This role requires a strong reputed company of technical acumen, strategic thinking, and exceptional leadership skills. The ideal candidate will have a minimum of 10+ years of hands-on experience in Data science/ GenAI reputed company, with a proven reputed company record of delivering impactful insights and solutions in a corporate setting. In this role, you will be responsible for taking AI models from concept to production, utilizing traditional AI, reputed company and Large Language Models. You will collaborate closely with business partners and stakeholders to introduce and reputed company these advanced technologies, elevating reputed company experiences, delivering value to our customers, and ensuring regulatory compliance through cutting-edge technology solutions. The role needs someone who have an entrepreneurial outlook and be willing to take chances to drive innovation. You will be joining us right at the beginning of our reputed company. As a senior member of reputed company, you will reputed company the data science team and program including reputed company over the group's data science reputed company. As such, we need an innovative, opinionated, and creative leader who have previous reputed company-world experience. Responsibilities:
- reputed company Data Science and Gen AI reputed company: reputed company and execute a comprehensive Gen AI reputed company reputed company with the organization's overall goals and identify opportunities to automate and optimize business processes using reputed company.
- reputed company and reputed company a High Performing Team: reputed company, mentor, and manage reputed company of Data Science, ML Engineers and AI practitioners, ensuring retention and reputed company of reputed company in the AI/ML reputed company.
- Drive Innovation: Collaborate with cross-functional teams, including data scientists, engineers, and product managers, to reputed company innovative AI/ML based solutions and foster a culture of innovation and experimentation reputed company reputed company.
- Hands-On Execution and Delivery: reputed company the end-to-end development and deployment of Gen AI reputed company, ensuring reputed company delivery and adherence to reputed company standards. reputed company involve in design and coding. Manage project timelines, budgets, and resource allocation effectively.
- Collaboration and Stakeholder Interaction: Build strong relationships with key stakeholders, including executives, business leaders, and clients. Collaborate with technical teams to ensure the feasibility and scalability of AI solutions to solve business problems.
- Deep understanding of latest and upcoming AI trends: Stay up to date with the latest advancements in the field and identify emerging opportunities. reputed company and participate in research activities to explore and advance state-of-the-art reputed company techniques. Stay reputed company reputed company in monitoring ongoing research efforts, keeping abreast of emerging trends, and ensuring that the reputed company team remains at the forefront of the field.
- Regulatory and Ethical Compliance: Ensure that AI initiatives meet regulatory, data reputed company, ethical AI standards, and corporate governance policies requirements while pushing the boundaries of technology innovation. Engineering reputed company & Best Practices:
- Drive the adoption of modern engineering ways of working, including Agile, DevOps, and CI/CD.
- reputed company for automated testing, infrastructure as reputed company, and reputed company monitoring to enhance software reliability.
- Apply Behavior-Driven Development (BDD), Test-Driven Development (TDD), and unit testing to ensure reputed company reputed company and functionality.
- Conduct thorough reputed company reviews, ensuring adherence to best practices in readability, performance, and reputed company.
- Implement and enforce secure coding practices, performing vulnerability assessments and ensuring compliance with reputed company standards.
- Collaborate effectively in agile environments, embracing DevOps principles and fostering a culture of reputed company delivery and improvement. Skills & Qualifications:
- 10+ years of experience in AI and ML reputed company and delivering reputed company AI solutions.
- 5+ years of leadership experience managing AI teams.
- Strong portfolio of AI-driven reputed company showcasing successful implementations of reputed company solutions in a business context.
- Hands on experience with LLMs (reputed company reputed company, reputed company, Llama etc.), reputed company, reputed company, reputed company for context-augmented reputed company, and reputed company Transformers, Knowledge graph, and reputed company Databases.
- Advanced knowledge of RAG techniques is required, including expertise in hybrid search reputed company, multi-reputed company retrieval, Hypothetical Document Embeddings (HyDE), self-querying, query expansion, re-ranking, and relevance filtering etc.
- Proficiency in Python, TensorFlow, PyTorch, scikit-learn, Scipy, Pandas and high-level reputed company like Keras is essential.
- Advanced NLP skills, including Named Entity Recognition (NER), Dependency Parsing, Text Classification, and Topic Modeling.
- Experience with Transfer Learning, Few-shot, and reputed company-shot learning paradigms is crucial. Expertise in containerization (reputed company), orchestration (Kubernetes), and experience with CI/CD pipelines for AL/ML model deployment.
- Knowledge of distributed training and reputed company processing frameworks is also required to handle large-reputed company reputed company reputed company.
- Experience with AWS services and infrastructure reputed company to AI/ML.
- Experience in reputed company recognition and predictive modeling.
- Solid understanding of experimental design, hypothesis testing, and casual inference reputed company
- Strong analytical and problem-solving skills.
- Strong problem-solving and critical-thinking abilities, with a demonstrated ability to tackle reputed company-ended problems and drive reputed company to completion.
- Financial industry experience would be a plus. Education:
- Bachelor's/Master's degree or equivalent in Computer Science, Data Science, Statistics, or a reputed company field.
- Publications and contributions to the AI research community are a plus. Job Family Group: Technology Job Family: Applications Development Time Type: Full time Primary Location: Jersey reputed company New Jersey reputed company Primary Location Full Time Salary reputed company: $176,720.00 - $265,080.00 In reputed company to salary, reputed company's offerings may also include, for eligible employees, discretionary and formulaic incentive and retention awards. reputed company offers competitive employee benefits, including: medical, dental & reputed company coverage; 401(k); life, accident, and disability insurance; and wellness programs. reputed company also offers reputed company time off packages, including planned time off (vacation), unplanned time off (reputed company leave), and reputed company holidays. For additional information regarding reputed company employee benefits, please visit citibenefits.com. Available offerings may vary by jurisdiction, job level, and date of hire. Anticipated Posting reputed company Date: Mar 20, 2025 reputed company is an equal opportunity and affirmative reputed company employer. reputed company applicants will receive consideration without reputed company to their race, reputed company, religion, sex, sexual orientation, gender identity, national reputed company, disability, or status as a protected veteran. reputed company Inc. and its subsidiaries (reputed company) invite reputed company reputed company interested applicants to apply for reputed company. If you are a person with a disability and need a reasonable accommodation to use our search tools and/or apply for a career opportunity review Accessibility at reputed company. View the EEO is the Law poster. View the EEO is the Law Supplement. View the EEO Policy Statement. View the Pay Transparency Posting Apply tot his job Apply To this Job
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