
High Salary Technical Lead
2 days ago
Roles & Responsibilities of a Tech Lead in an AI-Driven Product Startup
1. AI Strategy & Technical Leadership
- Define and drive the AI architecture and technical strategy aligned with business goals.
- Select the right AI/ML frameworks, models, and tools (e.g., TensorFlow, PyTorch, LangChain, OpenAI APIs).
- Ensure AI solutions are scalable, efficient, and ethical in their application.
2. Hands-on AI & Software Development
- Contribute to core AI model development and deployment.
- Design and optimize data pipelines for model training and inference.
- Integrate AI models with the backend, APIs, and user-facing applications.
3. AI Infrastructure & DevOps
- Implement MLOps for continuous integration and deployment of AI models.
- Manage cloud-based AI services (AWS SageMaker, GCP Vertex AI, Azure AI).
- Ensure efficient GPU/TPU utilization for model training and inference.
4. Team Leadership & AI Engineering Mentorship
- Mentor engineers on AI best practices, model tuning, and algorithm selection.
- Conduct AI-focused code reviews and model evaluations.
- Foster a data-driven culture and encourage innovation in AI applications.
5. Product & Business Alignment
- Work closely with founders, product managers, and data scientists to align AI capabilities with product vision.
- Evaluate AI use cases for improving customer experience and operational efficiency.
- Balance innovation with practical AI implementation to avoid over-engineering.
6. Data Strategy & AI Model Governance
- Define data collection, annotation, and storage strategies.
- Ensure AI models comply with data privacy laws (GDPR, CCPA).
- Address issues like AI bias, explainability, and fairness.
7. AI Performance Optimization & Scalability
- Optimize models for low latency inference and real-time processing.
- Leverage techniques like model compression, quantization, and pruning to reduce costs.
- Implement A/B testing and monitoring to continuously improve AI models.
8. AI Ethics & Responsible AI Development
- Ensure AI solutions are transparent, unbiased, and explainable.
- Mitigate risks associated with hallucinations, data drift, and adversarial attacks.
- Stay updated with ethical AI guidelines and emerging industry regulation.
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Supervisor (High Salary)
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High Salary: Clinic Assistant
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High Salary Website Designer
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AI Technical Strategist
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Leading Python Developer Role
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