AI/ML Architect
4 weeks ago
• Design and Develop AI Solutions: Lead the end-to-end process of designing, developing, and deploying AI solutions tailored to business needs.
• Technical Leadership: Provide technical leadership to cross-functional teams working on AI-related projects, ensuring high standards in solution design, integration, and deployment.
• Consulting and Advisory: Work closely with stakeholders to identify business requirements and translate them into AI-powered solutions, including machine learning models, data pipelines, and AI-driven processes.
• Platform Selection and Integration: Evaluate and select appropriate AI tools, platforms, and technologies to meet business goals. Oversee integration with existing systems, ensuring scalability and efficiency.
• Optimization and Innovation: Continuously monitor, optimize, and evolve AI solutions, keeping the organization at the forefront of AI advancements.2. Centre of Excellence (CoE) Management:
• CoE Strategy Development: Develop and implement a strategy for the AI Centre of Excellence, ensuring alignment with business objectives and AI best practices.
• Knowledge Sharing and Governance: Establish frameworks for knowledge sharing, training, and governance, ensuring that AI practices are consistent and scalable across the organization.
• Innovation Culture: Foster a culture of innovation and experimentation, encouraging cross-functional collaboration and new AI research and application.
• Talent Development: Lead efforts to upskill internal teams by organizing training sessions, workshops, and seminars focused on the latest AI technologies and methodologies.
• Standardization and Best Practices: Define AI-related standards, processes, and best practices across the organization. Ensure all teams adhere to these guidelines to maintain quality and consistency.3. Stakeholder Engagement:
• Cross-Functional Collaboration: Collaborate with business leaders, data scientists, IT teams, and product managers to deliver effective AI solutions.
• Client-facing Engagement: Engage with clients to understand their needs, demonstrate AI capabilities, and provide thought leadership on how AI can address their challenges.
• Executive Reporting: Regularly report to senior leadership on the progress of AI initiatives, highlighting key milestones, risks, and opportunities.4. Research and Development:
• Emerging Technologies: Stay updated on the latest developments in AI technologies, including deep learning, reinforcement learning, natural language processing (NLP), and computer vision, and evaluate their potential impact on business processes.
• Proof of Concept (PoC): Lead the development of PoCs and pilot projects to test AI ideas and validate their feasibility before broader implementation.5. AI Governance and Compliance:
• Ethical AI: Ensure the responsible and ethical use of AI, taking into consideration issues related to fairness, transparency, privacy, and security.
• Compliance: Maintain awareness of AI-related regulations and ensure the organization's solutions adhere to legal, ethical, and industry standards.Qualifications :Education:
• Bachelor's or Master's degree in Computer Science, Engineering, Data Science, AI, or a related field. A Ph.D. in AI or related fields is a plus.Experience:
• 11+ years of experience in AI, machine learning, or data science, with a proven track record of delivering AI solutions.
• 7+ years of experience in a leadership or architecture role, ideally with some experience in leading a Centre of Excellence or a similar initiative.
• Hands-on experience with AI frameworks such as TensorFlow, PyTorch, Scikit-learn, and cloud platforms like AWS, Azure, or Google Cloud.
• Experience in multiple industries is advantageous (e.g., healthcare, finance, retail).Skills:
• AI/ML Expertise: Strong understanding of machine learning algorithms, deep learning, natural language processing, computer vision, and data-driven problem-solving techniques.
• Architecture Skills: Proven ability to design and architect scalable, reliable, and high-performance AI solutions.
• Leadership and Communication: Excellent leadership skills with the ability to influence and collaborate with cross-functional teams. Strong presentation and communication skills for engaging stakeholders at all levels.
• Project Management: Experience managing large, complex projects with diverse teams and tight deadlines.
• Governance and Best Practices: Deep understanding of AI governance frameworks, industry standards, and ethical guidelines.Certifications (Optional):
• Certified AI Professional (e.g., Microsoft Certified: Azure AI Engineer, AWS Certified Machine Learning).
• Certified Solutions Architect (e.g., AWS Solutions Architect, Google Professional Cloud Architect).Preferred Traits:
• Visionary Thinker: Ability to foresee AI trends and leverage them strategically for business growth.
• Problem Solver: Strong analytical skills and an innovative mindset to solve complex business problems using AI.
• Mentor: Passion for mentoring and developing the next generation of AI talent.
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