3 - 5 years
8.0 - 14.0 Lacs P.A.
Ahmedabad
Posted:2 months ago| Platform:
Work from Office
Full Time
The job profile of a Machine Learning (ML) / Artificial Intelligence (AI) Team Lead encompasses both technical leadership and managerial responsibilities, focusing on driving AI and ML initiatives within an organization. Here's an overview of their roles and responsibilities: Responsibilities : Technical Leadership : - Lead and mentor a team of machine learning engineers, data scientists, and AI specialists. - Provide technical guidance and expertise in developing and deploying machine learning models and AI solutions. - Drive innovation by exploring new algorithms, techniques, and technologies in AI/ML. Project Management : - Oversee the end-to-end development lifecycle of AI/ML projects, from ideation to deployment and maintenance. - Define project milestones, timelines, and deliverables; ensure projects are executed on time and within budget. - Collaborate with cross-functional teams (e.g., software engineering, product management) to align AI/ML initiatives with business goals. Strategy and Roadmap Development : - Develop and execute a strategic roadmap for AI/ML initiatives aligned with the organization's long-term goals. - Identify opportunities for leveraging AI/ML to solve business problems and drive operational efficiencies. - Evaluate and prioritize AI/ML projects based on feasibility, impact, and resource requirements. Team Development and Collaboration : - Foster a collaborative and inclusive team culture; promote knowledge sharing and continuous learning. - Conduct performance evaluations, provide feedback, and support career development for team members. - Build strong relationships with stakeholders across the organization to gather requirements and gain support for AI/ML initiatives. Quality Assurance and Governance : - Ensure the quality, accuracy, and reliability of machine learning models and AI systems through rigorous testing and validation. - Implement best practices for data governance, model monitoring, and performance evaluation. - Address ethical considerations and compliance requirements related to AI/ML applications (e.g., data privacy, bias mitigation). Communication and Stakeholder Management : - Communicate technical concepts and project updates effectively to non-technical stakeholders, including executives and clients. - Advocate for AI/ML capabilities and outcomes; influence decision-making through data-driven insights and business cases. - Manage expectations and resolve conflicts to maintain alignment between technical feasibility and business objectives. Skills : - Deep Technical Expertise : Proficiency in machine learning algorithms, statistical modeling, and AI techniques; experience with relevant tools and frameworks (e.g., TensorFlow, PyTorch, Scikit-learn). - Leadership and Team Management : Strong leadership skills with the ability to inspire, motivate, and empower a diverse team of AI/ML professionals. - Project Management : Experience in project planning, resource allocation, risk management, and Agile methodologies. - Strategic Thinking : Ability to formulate and execute AI/ML strategies that drive business growth and innovation. - Communication : Excellent verbal and written communication skills to convey complex technical concepts to both technical and non-technical audiences. - Problem-Solving : Analytical mindset with a focus on identifying solutions to complex technical challenges and optimizing AI/ML workflows. - Collaboration : Proven ability to collaborate effectively with cross-functional teams and stakeholders to achieve shared goals.
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