Generative AI Lead Developer

Company:  Tata Consultancy Services
Location: Atlanta
Closing Date: 06/11/2024
Hours: Full Time
Type: Permanent
Job Requirements / Description

Technical/Functional Skills Required:


  • Generative AI : Experience with Gemini and/or GPT models
  • Experience building RAG applications.
  • Chatbot UI experience.
  • Comfortable with Google Cloud Platform (GCP)- BigQuery , Vertex AI , Cloud Storage , Dataflow , and Cloud AI services.
  • Strong Analytical SQL knowledge.
  • AI/ML : Expertise in Machine Learning Operations (MLOps) , Model Management , Feature Engineering , and Model Deployment .
  • Programming Languages : Proficiency in Python , Java , SQL , TensorFlow , PyTorch , and Kubernetes for ML workflows.
  • CI/CD : Familiarity with CI/CD pipelines using tools like Jenkins , GitLab , Docker , and Kubernetes for continuous integration and automated deployment.
  • Retail Domain : Knowledge of retail business processes and customer engagement technologies is preferred.


Roles & Responsibilities:


  • Develop GenAI Solutions : Develop end-to-end GenAI architectures, including data ingestion, training, evaluation, and deployment of AI models, ensuring alignment with business objectives and technical constraints.
  • Ensure Scalability & Performance : Architect cloud-native, scalable solutions using GCP’s services, ensuring that AI models can scale with Macy’s growing data needs.
  • Model Deployment & Monitoring : Operationalize AI/ML models, ensuring continuous monitoring, automated updates, and retraining pipelines for model accuracy and performance.
  • Security & Compliance : Ensure AI models and data handling adhere to industry standards for security, privacy, and compliance.
  • Innovate with Latest Technologies : Stay updated on emerging trends in GenAI, GCP services, and cloud-based AI/ML solutions, recommending and implementing new tools and technologies to improve Macy’s AI capabilities.


Generic Managerial Skills:


  • Collaborate with Cross-Functional Teams : Work closely with data scientists, data engineers, product managers, and business stakeholders to deliver high-impact AI-driven products and solutions.
  • Mentor & Lead Teams : Guide a team of AI/ML engineers and architects in the design and implementation of GenAI solutions while fostering innovation and maintaining a collaborative work environment.
  • Offshore Coordination : Coordinate and drive the delivery of Offshore engineers.
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