Lead - AI ML Generative AI
1 day ago
Lead - AI ML Generative AI:
Key Responsibilities
- Leadership and Team Management: Lead, mentor, and manage a team of AI/ML engineers and data scientists, fostering a collaborative and high-performance culture.
- Strategy Development: Develop and implement AI/ML strategies aligned with the company's business goals and objectives.
- AI/ML Solutions: Design, develop, and deploy AI and machine learning models to solve complex problems in underwriting, claims processing, fraud detection, customer service, and personalized marketing.
- Generative AI: Explore and implement generative AI techniques to create novel solutions for product development, risk assessment, and customer engagement.
- Data Management: Oversee the collection, preprocessing, and analysis of large datasets to ensure data quality and integrity.
- Stakeholder Collaboration: Work closely with cross-functional teams, including product managers, actuaries, and IT departments, to ensure successful integration and adoption of AI/ML solutions.
- Research and Innovation: Stay updated with the latest advancements in AI/ML and generative AI, and drive continuous innovation within the team.
- Compliance and Ethics: Ensure all AI/ML solutions comply with industry regulations and ethical standards.
- Performance Monitoring: Implement monitoring and evaluation frameworks to assess the impact and performance of AI/ML models.
Innovation & POC Development
- Lead the development and execution of innovative analytics solutions and Proof-of-Concept (POC) projects.
- Collaborate with cross-functional teams to identify impactful use cases and prototype solutions.
Business Alignment & Outcome Metrics
- Work with business stakeholders to establish success metrics and key performance indicators (KPIs) for analytics initiatives.
- Ensure analytics solutions align with strategic business objectives and regulatory requirements.
POC Adoption & Change Management
- Promote the transition of successful POCs into production environments.
- Develop and implement change management strategies to secure stakeholder support and ongoing usage.
Technical Leadership & Team Oversight
- Provide technical guidance and mentorship to data scientists and analysts.
- Review and approve analytical models, code, and methodologies to ensure their robustness and scalability.
Strategic Research & Future Tech Exploration
- Stay informed about emerging technologies in AI/ML, GenAI, and other relevant future tech for the insurance industry.
- Conduct strategic research and feasibility studies to evaluate potential applications and business impact.
Qualifications
- Education: Masters in Computer Science, Data Science, Machine Learning, or a related field.
- Experience: Minimum of 5 years of experience in AI/ML, with at least 3 years in a leadership role.
- Technical Skills: Proficiency in programming languages such as Python, R, and Java; experience with AI/ML frameworks such as TensorFlow, PyTorch, and scikit-learn.
- Cloud Tech : Azure, GCP , AWS . Preferable is Azure
- Domain Knowledge: Expertise in the insurance domain, with a strong understanding of industry-specific challenges and opportunities.
- Analytical Skills: Strong problem-solving skills with the ability to analyze complex data and generate actionable insights.
- Communication Skills: Excellent communication and interpersonal skills, with the ability to convey technical concepts to non-technical stakeholders.
- Project Management: Demonstrated experience in managing large-scale AI/ML projects from conception to deployment.
- Innovation: Proven track record of driving innovation and staying abreast of emerging technologies in AI/ML and generative AI.
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