This senior role sits at the critical intersection of advanced AI development and robust enterprise solution architecture. The ideal candidate will be responsible for designing, architecting and implementing end-to-end AI-driven solutions that enhance business intelligence, automate complex processes and drive innovation within the financial services sector.
Responsibilities
- Lead the design, development and deployment of advanced AI/ML models, with a strong focus on Generative AI Application Development, to extract insights from large-scale, complex financial datasets
- Research and implement state-of-the-art AI/ML techniques, including NLP, Deep Learning, and Predictive Modeling, to solve complex business problems
- Provide technical leadership in AI/ML projects, guiding them from initial prototyping and experimentation to full-scale production deployment
- Develop and document the overarching Architecture Blueprint and Design for AI-powered platforms, ensuring alignment with business goals and enterprise standards
- Lead architecture-related tasks, including the design and implementation of scalable, secure and high-performance systems
- Architect and optimize data and ML pipelines for performance, scalability and reliability, integrating various technologies including Java for back-end services and React for front-end applications
- Collaborate with cross-functional teams (data scientists, engineers, business analysts) to ensure architectural standards and best practices are upheld
- Ensure all solutions adhere to data quality, governance, and compliance with financial regulatory standards (e.g., GDPR, FINMA)
Requirements
- Bachelor's Degree in Computer Science, Data Science, AI, or a related field
- 5+ years of proven experience in a combined role involving AI/ML development and enterprise solution architecture, preferably within financial services
- Demonstrated experience in defining and executing an AI vision
- Generative AI Application Development: Hands-on experience in building and deploying Gen AI solutions
- Expert-level skills in Python and its core AI/ML frameworks (TensorFlow, PyTorch, Scikit-learn)
- Proven ability in Architecture Design, creating Architecture Blueprints, and Documenting Architecture
- Hands-on experience with major cloud platforms (AWS, Azure, or GCP) and big data technologies (Hadoop, Spark, Kafka)
- No visa sponsorship
Nice to have
- Familiarity with financial data domains (e.g., market trends, risk modeling, customer analytics)
- Relevant certifications in AI/ML or cloud architecture (e.g., AWS Certified ML Specialty, Google Professional Data Engineer)
We offer
- By choosing EPAM, you're getting a job at one of the most loved workplaces according to Newsweek 2021 & 2022&2023.
- Employee ideas are the main driver of our business. We have a very supportive environment where your voice matters
- You will be challenged while working side-by-side with the best talent globally. We work with top-notch technologies, constantly seeking new industry trends and best practices
- We offer a transparent career path and an individual roadmap to engineer your future & accelerate your journey
- At EPAM, you can find vast opportunities for self-development: online courses and libraries, mentoring programs, partial grants of certification, and experience exchange with colleagues around the world. You will learn, contribute, and grow with us
Life at EPAM
- EPAM is a leading global provider of digital platform engineering and development services. EPAM has been expanding in Singapore since 2013 and delivering the best solutions to our customers. As a recognized leader, EPAM Singapore achieved Great Place to Work Certification in 2023 and is committed to providing our team with inspiring careers.
- You will have the opportunity to work with fellow talented technologists and accelerate your career by participating in our numerous upskilling, training, and certification programs. That is why EPAM Singapore was awarded Gold for Best In-House Certification Programmes in the Employee Experience Awards 2023 and Silver in the SkillsFuture Employers Awards 2022 for our efforts in championing employees skills development and building a lifelong learning culture at the workplace. You can also look forward to developing holistically with the multiracial festivals and various wellness and cultural activities organized by our passionate colleagues here.
