AI System Architect – Financial/Equity/Wealth Management (WFH)
Aimleap
India (Remote)
Posted on Jan 28, 2025
AIMLEAP is Hiring:
AI System Architect – Financial/Equity/Wealth Management (WFH)
Experience: 7+ years
Location: Work from Home/Bangalore
Mode of engagement: Full time / Part Time
No of positions: 2
Educational qualifications: Engineering/CS/IT
Industry: IT-ITES
Salary: 15 LPA- 40 LPA INR
Notice Period: Immediate
Job Description:
- Design the architecture of a cutting-edge self-learning AI-based stock recommendation system
- Expertise in AI/ML technologies, system design, and financial domain knowledge (preferred).
- Take ownership of the architectural blueprint, ensuring scalability, security, and real-time processing capabilities for delivering high-performance solutions.
RESPONSIBILITIES:
System Architecture Design:
- Define the overall architecture for a self-learning AI-based stock recommendation system, including data pipelines, model training, deployment, and monitoring.
- Ensure the system can process real-time market data, perform predictions, and provide actionable insights at scale.
Technology Roadmap and Strategy:
- Develop a technology roadmap aligned with business objectives, focusing on AI/ML, cloud computing, and big data.
- Stay updated on emerging technologies and recommend their integration into the system.
Data Architecture and Integration:
- Design robust data pipelines to ingest, clean, and process large volumes of structured and unstructured financial data.
- Architect seamless integration with APIs, data feeds, and external sources such as market data providers and news outlets.
AI/ML Frameworks:
- Architect the AI/ML model lifecycle, including data preprocessing, training, validation, deployment, and continuous learning.
- Ensure modularity and reusability of components to enable rapid experimentation with new models.
Scalability and Performance:
- Architect systems for high availability and low-latency performance to handle real-time stock market dynamics.
- Implement distributed computing and parallel processing techniques to scale model training and inference.
Security and Compliance:
- Incorporate robust security measures for data protection and ensure compliance with financial regulations.
- Design systems to prevent data breaches, model biases, and unauthorized access.
Collaboration and Leadership:
- Work closely with product managers, data scientists, and engineering teams to translate business requirements into technical solutions.
- Provide technical leadership and mentorship to ensure the architectural vision is effectively implemented.
Monitoring and Optimization:
- Define monitoring frameworks for system health, performance, and model accuracy.
- Architect self-healing mechanisms and optimization strategies for model and system performance.
QUALIFICATIONS:
- Education: Bachelor’s or Master’s degree in Computer Science, Engineering, or related fields.
- Experience: 7+ years in software/system architecture, with 5+ years in AI/ML system design.
Experience architecting solutions for financial applications or similar high-performance systems. - Technical Expertise: Proficient in designing AI/ML systems using frameworks such as TensorFlow, PyTorch, Scikit-learn or similar.
Expertise in cloud platforms (AWS, Azure, GCP) and containerization (Docker, Kubernetes).
Strong understanding of big data technologies like Hadoop, Spark, and Kafka.
Proficiency in designing real-time systems with low-latency processing capabilities.
Familiarity with APIs, webhooks, and tools for integrating financial data sources. - Architectural Skills: Deep understanding of microservices, event-driven architectures, and distributed systems.
Experience designing fault-tolerant, scalable, and secure systems for high-availability environments. - Domain Knowledge: Understanding of financial markets, trading algorithms, portfolio optimization, and risk management. Familiarity with regulatory requirements in the financial domain (e.g., GDPR, SEC regulations).
About Us:
AIMLEAP is an ISO 9001:2015 and ISO/IEC 27001:2013 certified global technology consulting and service provider offering Digital IT, AI-augmented Data Solutions, Automation, and Research & Analytics Services.
AIMLEAP has been recognized as ‘The Great Place to Work®’. With focus on AI and automation-first approach, our services include end-to-end IT application management, Mobile App Development, Data Management, Data Mining Services, Web Data Scraping, Self-serving BI reporting solutions, Digital Marketing, and Analytics solutions.
We started in 2012 and successfully delivered projects in IT & digital transformation, automation driven data solutions, and digital marketing for more than 750 fast-growing companies in the USA, Europe, New Zealand, Australia, Canada; and more.
– An ISO 9001:2015 and ISO/IEC 27001:2013 certified
– Served 750+ customers
– 12+ Years of industry experience
– 98% Client Retention
– Great Place to Work® Certified
– Global Delivery Centers in the USA, Canada, India & Australia.