Lead AI Platform Engineer

2 days ago

Bangalore, India Tiger Analytics Full time
Title: Senior / Lead - AI Experience: 5-12 years
Tiger Analytics is a global leader in AI and analytics, helping Fortune 1000 companies solve their toughest challenges. We offer full-stack AI and analytics services & solutions to empower businesses to achieve real outcomes and value at scale. We are on a mission to push the boundaries of what AI and analytics can do to help enterprises navigate uncertainty and move forward decisively. Many of our team leaders rank in Top 10 and 40 Under 40 lists, exemplifying our dedication to innovation and excellence.

Financial Times, Economic Times and Analytics India Magazine.

As an AI lead specializing in Generative AI, and Machine Learning Engineering (MLE), you will be at the forefront of AI innovation. Your role will involve designing, deploying, and operationalizing sophisticated models—including large language models (LLMs)—to solve complex business problems. You will work closely with cross-functional teams to create scalable, production-ready AI solutions that drive intelligent automation and creativity across industries.

Generative AI, NLP & MLE: Design, develop, deploy, and scale advanced applications using Generative AI models (e.g., ML Engineering & Deployment: Implement end-to-end ML pipelines—including data preprocessing, model training, versioning, testing, and deployment—using tools like MLflow, Docker, Kubernetes, and CI/CD practices.
● Leverage cutting-edge AI and ML methodologies to solve practical business problems and deliver measurable results.
● Scalable AI Solutions: Ensure robust deployment, monitoring, and retraining of models in production environments, working closely with data engineering and platform teams.
● Data-Driven Insights: Conduct deep analysis of structured and unstructured data to uncover trends, guide decisions, and optimize AI models.
● Partner with Consulting, Engineering, and Platform teams to integrate AI/ML solutions into broader architectures and business strategies.
● Client Engagement: Work directly with clients to understand requirements, present tailored AI solutions, and provide advisory on the adoption and operationalization of Generative AI and ML.

Expertise in Generative AI: Hands-on experience in designing and deploying LLM-based solutions with frameworks such as HuggingFace, LangChain, Transformers, etc.
Proven experience in building ML models that are scalable, reliable, and production-ready, including exposure to MLE/MLOps workflows and tools.
Deployment Tools & Best Practices : Familiarity with containerization (Docker), orchestration (Kubernetes), model tracking (MLflow), and cloud platforms (AWS/GCP/Azure) for deploying AI solutions at scale.
Proficiency in development using Python frameworks (such as Django/Flask) or other similar technologies.
In-depth understanding of APIs, microservices architecture, and cloud-based deployment strategies.
A passion for staying updated with the latest in Gen AI, LLMs, and ML engineering practices.

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