08 Nov
|
Infosys
|
Bengaluru
Job Summary
We are seeking a skilled AI/ML Engineer with 2-5 years of experience in designing, developing, and deploying Machine Learning and Generative AI solutions. The ideal candidate should have hands-on experience in machine learning algorithms, deep learning, NLP, data preprocessing, model deployment, and MLOps practices. The candidate will work closely with business stakeholders, data scientists, and engineering teams to build scalable AI-driven applications.
Responsibilities
- Design, develop, train, test, and deploy Machine Learning models for business use cases.
- Build and optimize predictive, classification, recommendation, and forecasting models.
- Develop and implement NLP, LLM, and Generative AI solutions.
- Perform data collection, cleaning, feature engineering, and exploratory data analysis.
- Fine-tune and optimize pre-trained models for domain-specific applications.
- Develop APIs and microservices to expose AI/ML models.
- Implement MLOps practices for model deployment, monitoring, versioning, and retraining.
- Work with large datasets and distributed processing frameworks.
- Collaborate with cross-functional teams to understand business requirements and translate them into AI solutions.
- Monitor model performance, accuracy, and drift in production environments.
- Create technical documentation and best practices for AI/ML implementations.
Technical Requirements
- Python, SQL, Data Structures Algorithms
- Machine Learning, Deep Learning, TensorFlow, PyTorch, Scikit-Learn
- Generative AI, LLMs, LangChain, RAG, Prompt Engineering
- AWS/Azure/GCP, Docker, Kubernetes, MLOps, CI/CD
- NLP, Vector Databases (FAISS/Pinecone/ChromaDB), Pandas, NumPy, API Development
Educational Requirements
- MCA, MSc, MTech, BTech
Preferred Skills
- Technology->AI-Data science->Machine Learning
- Technology->AI-Data science->PYTHON - AI-Data Science
- Technology->AI-Generative AI->Generative AI for Data Analytics
Service Line
Data Analytics Unit
📌 AI/ML Professional (Bengaluru)
🏢 Infosys
📍 Bengaluru