Machine Learning Engg
Role details
Job location
Tech stack
Job description
We are seeking an experienced Senior AI/ML Engineer with strong expertise in Agentic AI, Generative AI, Machine Learning, and MLOps to design, develop, and deploy enterprise-scale AI solutions. The ideal candidate will have hands-on experience building autonomous AI agents, developing production-ready machine learning models, implementing Retrieval-Augmented Generation (RAG) architectures, and deploying AI applications in cloud-native environments. This role requires deep technical expertise in Python, modern AI frameworks, LLMs, cloud platforms, and production AI engineering., * Design and develop autonomous AI agents using LangGraph, LangChain, CrewAI, Microsoft AutoGen, and Semantic Kernel.
- Build multi-agent orchestration workflows with agent memory, planning, tool calling, and reasoning capabilities.
- Develop and optimize machine learning models for fraud detection, authentication risk scoring, user behavior analytics, and anomaly detection.
- Build enterprise Generative AI applications using OpenAI, Azure OpenAI, Anthropic Claude, Llama, and Mistral.
- Design and implement Retrieval-Augmented Generation (RAG) solutions using vector databases such as Pinecone, Azure AI Search, ChromaDB, Weaviate, and Elasticsearch.
- Fine-tune foundation models and optimize prompts for enterprise AI use cases.
- Deploy AI/ML solutions into production using Docker, Kubernetes/OpenShift, Azure ML, AWS SageMaker, or Databricks.
- Build scalable APIs and AI microservices.
- Develop CI/CD pipelines, model monitoring, drift detection, and automated retraining workflows.
- Collaborate with cross-functional teams to deliver secure, scalable, and cloud-native AI platforms.
- Ensure AI solutions comply with enterprise security, governance, and regulatory standards.
Requirements
- Bachelor's or Master's degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or a related field.
- 5+ years of software engineering experience.
- 3+ years of hands-on Machine Learning engineering experience.
- 2+ years of enterprise experience developing Generative AI or Agentic AI solutions.
- Proven experience deploying AI/ML models into production environments.
Benefits & conditions
Benefits: Innova Solutions offers benefits( based on eligibility) that include the following: Medical & pharmacy coverage, Dental/vision insurance, 401(k), Health saving account (HSA) and Flexible spending account (FSA), Life Insurance, Pet Insurance, Short term and Long term Disability, Accident & Critical illness coverage, Pre-paid legal & ID theft protection, Sick time, and other types of paid leaves (as required by law), Employee Assistance Program (EAP).