AI Systems Architectural Lead

2 days ago

Surat, Gujarat, India beBeeSustainability Full time ₹ 2,00,00,000 - ₹ 2,50,00,000

Job Title: AI Solutions SRE Lead

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We are seeking a highly skilled and proactive professional to oversee the maintenance, optimization, and ongoing performance of deployed artificial intelligence systems.

This role will act as the bridge between innovation and operations, ensuring our AI solutions consistently deliver value and operate seamlessly in real-world environments.

Key Responsibilities:
  1. Lead the post-deployment lifecycle of AI solutions, ensuring continued functionality, reliability, and scalability.
  2. Establish monitoring frameworks to oversee system performance, usage, and metrics for AI/ML models and APIs.
  3. Detect anomalies in AI systems, troubleshoot operational issues, and initiate timely corrective actions.
Performance Optimization
  1. Continuously assess and optimize the performance of AI models to maintain efficiency and accuracy in production environments.
  2. Collaborate with data scientists and engineers to refine algorithms, retrain models, and update solutions as needed.
  3. Implement automation where possible to streamline maintenance processes.
Governance & Best Practices
  1. Define and implement best practices for sustaining AI solutions, including documentation, testing protocols, and version control.
  2. Ensure compliance with ethical AI standards, regulatory guidelines, and established governance frameworks.
  3. Manage and mitigate risks associated with model drift, data shifts, and system vulnerabilities.
Incident Management
  1. Lead responses to critical incidents involving AI systems by performing root cause analysis and deploying solutions for quick resolution.
  2. Advocate for proactive risk prevention and early detection strategies.
  3. Mentor and develop junior team members, fostering their skills in AI observability and domain-specific knowledge in ML, Computer Vision, and Generative AI.
Qualifications:
  • Bachelor's degree in Computer Science, Engineering, Data Science, or related field; advanced degree preferred.
  • 9+ years of experience in machine learning, data science, or software engineering roles, with significant exposure to Computer Vision and Generative AI projects.
  • 4+ years of experience specifically focused on AI/ML development and sustainment of applications/solutions.
  • Strong programming skills in languages such as Python, Java, or Go.
  • Extensive experience with AI/ML frameworks (e.g., TensorFlow, PyTorch, scikit-learn) and cloud platforms (e.g., AWS, Azure, GCP).
  • Proficiency in data visualization tools and techniques (e.g., Grafana, Tableau, D3.js).
  • Deep understanding of AI/ML concepts, including model training, evaluation, and deployment, with specific knowledge of Computer Vision and Generative AI techniques.
  • Experience with monitoring and observability tools such as Prometheus, ELK stack, or similar systems.
  • Excellent problem-solving skills and ability to troubleshoot complex AI systems across various domains.
  • Proven track record of mentoring and developing junior team members in AI-related roles.

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