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Gen AI Architect
1 week ago
Job Title: Architect - Gen AI, LLM, Big Data
Experience: 18+ Years
Location: Pune/ Gurugram
Employment Type: Full-Time / Permanent
Job Summary:
We are looking for an experienced Architect with deep expertise in Generative AI (Gen AI), Large Language Models (LLM), and Big Data technologies. The ideal candidate will have 18+ years of experience in designing and leading complex AI-driven and big data solutions, leveraging state-of-the-art technologies to drive innovation and transformation. You will collaborate with cross-functional teams, stakeholders, and leadership to develop cutting-edge, scalable solutions that enhance business capabilities.
Key Responsibilities:
- Architecting Gen AI Solutions:
- Lead the design and development of scalable, AI-driven systems, focusing on Generative AI technologies and Large Language Models (LLM) to solve complex business challenges.
- Big Data Strategy and Architecture:
- Define the strategy for Big Data ecosystems, ensuring data architecture is optimized for performance, security, and scalability. Implement big data platforms (e.g., Hadoop, Spark, etc.) to support data-intensive applications.
- AI/ML Model Development:
- Guide the development and deployment of advanced machine learning models, particularly LLMs, focusing on natural language processing (NLP), deep learning, and generative AI applications.
- End-to-End Solution Design:
- Lead the full lifecycle of solution architecture from concept to deployment, ensuring alignment with business needs, technical requirements, and compliance standards.
- Collaboration and Leadership:
- Work closely with data scientists, engineers, and business stakeholders to translate requirements into highly technical solutions. Provide mentorship and guidance to technical teams.
- Technical Innovation:
- Drive the adoption of emerging AI/ML technologies and trends, particularly in Gen AI, LLM, and Big Data, to foster a culture of innovation and continuous improvement.
- Performance Optimization:
- Ensure the performance, reliability, and scalability of AI/ML and big data architectures, implementing best practices for optimization and real-time processing.
- Security and Compliance:
- Oversee the security architecture of AI and Big Data solutions, ensuring compliance with relevant standards and regulations (e.g., GDPR, CCPA).
Required Skills and Qualifications:
- 18+ years of experience in software architecture, with a focus on AI, ML, Big Data, and cloud-based solutions.
- Expertise in Generative AI (Gen AI) technologies, Large Language Models (LLM), and NLP.
- Extensive experience in Big Data technologies (e.g., Hadoop, Spark, Kafka, etc.) and data architecture.
- Strong knowledge of cloud platforms (AWS, GCP, Azure) and microservices architecture.
- Experience with deep learning frameworks (TensorFlow, PyTorch, etc.).
- Proven track record of delivering large-scale, high-performance AI and big data solutions.
- Excellent understanding of data governance, security, and compliance.
- Exceptional leadership, communication, and stakeholder management skills.
- Ability to mentor and lead technical teams, fostering innovation and technical excellence.
Preferred Qualifications:
- Experience working in industries such as finance, healthcare, retail, or manufacturing.
- Certifications in AI/ML, Big Data, or Cloud Architecture (e.g., AWS Certified Solutions Architect, Google Professional Data Engineer).
- Experience with Edge AI or AI/ML Ops is a plus.