AI ML Engineer
7 days ago
Job Title
: AI/ML Engineer
Location
: Bangalore / Mangalore
Type: Full
-Time
Experience
: 5+ years
About the Role
We are seeking an experienced AI/ML Engineer to design, develop, and deploy advanced machine learning and AI-driven solutions. The ideal candidate will have strong expertise in building scalable ML systems, working with generative AI models, and implementing end-to-end AI pipelines. This role offers the opportunity to work on cutting-edge technologies and deliver impactful solutions across diverse problem statements.
Roles and Responsibilities
- Design and implement ML models for classification, regression, clustering, NLP, and computer vision.
- Build and maintain scalable ML pipelines for training, validation, and deployment.
- Optimize model performance and ensure production-grade robustness.
- Build, fine-tune, and evaluate Large Language Models (LLMs) for tasks such as summarization, Q&A, content generation, and code synthesis.
- Work with relational knowledge graphs to model complex data relationships.
- Apply declarative logic and reasoning frameworks for insights from structured data.
- Integrate AI models into production systems using APIs or microservices.
- Collaborate with DevOps/ML-Ops teams for automated deployment and monitoring.
- Ensure model explainability, fairness, and adherence to ethical AI practices.
- Work cross-functionally with product, analytics, and engineering teams.
- Document model architecture, data pipelines, and performance metrics.
- Participate in code reviews and define best practices for AI/ML development.
Required Skills
- Proficiency in Python, PyTorch/TensorFlow, and Hugging Face Transformers.
- Experience with Generative AI models (e.g., GPT, LLaMA, Claude, DALL·E).
- Strong understanding of NLP, deep learning, and model evaluation techniques.
- Expertise in relational data modeling and knowledge graph tools (SQL, RDF, SPARQL, RelationalAI).
- Hands-on experience with Vector Databases (FAISS, Pinecone) and RAG frameworks.
- Familiarity with LangChain, LlamaIndex, or similar orchestration tools.
- Experience with Streamlit, Gradio, Flask for prototyping.
- Cloud exposure: AWS / Azure.
- Understanding of CI/CD, Docker, Kubernetes for ML deployments.
- Strong communication and collaboration skills.
Required Experience
- 5+ years of relevant experience in AI/ML engineering or related roles.
- Bachelor's or Master's degree in Computer Science, Data Science, Artificial Intelligence, or a related field.
Interested candidates share their resumes at |
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