Design and deploy production-grade machine learning models and AI pipelines at APPIT Software Solutions in Hyderabad, working across NLP, computer vision, and predictive analytics.
Hyderabad, India
Full-time
AI & Machine Learning
Responsibilities
Build, train, and deploy machine learning models for enterprise AI products
Design end-to-end ML pipelines from data ingestion to model serving
Collaborate with data engineers to optimize feature stores and data quality
Evaluate and integrate state-of-the-art foundation models and LLMs
Implement A/B testing frameworks and monitor model performance in production
Write technical documentation and present findings to cross-functional teams
Requirements
3-5 years of hands-on experience in machine learning engineering
Strong proficiency in Python, PyTorch or TensorFlow, and scikit-learn
Experience building and deploying ML models in production environments
Solid understanding of supervised, unsupervised, and reinforcement learning
Familiarity with cloud ML services (AWS SageMaker, Azure ML, or GCP Vertex AI)
Strong mathematical foundations in linear algebra, statistics, and optimization
Nice to Have
Experience with LLM fine-tuning and prompt engineering