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3 days ago
We are seeking a highly skilled AI/ML Engineer to design, develop, and deploy innovative machine learning models and AI-driven solutions. This is an on-site role, offering an exciting opportunity for individuals passionate about artificial intelligence, data science, and building intelligent systems to solve real-world challenges.
Responsibilities:- Design, develop, and optimize machine learning models and AI-driven solutions to address complex business challenges.
- Implement Retrieval-Augmented Generation (RAG) pipelines to enhance AI model capabilities, integrating vector databases and retrieval models .
- Develop and fine-tune large language models (LLMs) for NLP applications, leveraging transformers and embedding-based search .
- Utilize Hugging Face Transformers and Model Hub for fine-tuning and deploying state-of-the-art models.
- Collaborate with cross-functional teams to define project requirements and integrate AI/ML solutions into business workflows.
- Preprocess, clean, and analyze large-scale datasets while ensuring data privacy, security, and compliance (e.g., GDPR, HIPAA, SOC 2 ).
- Develop and deploy secure and scalable ML pipelines , leveraging MLOps best practices for continuous integration and deployment.
- Monitor, evaluate, and refine model performance using A/B testing, drift detection, explainability, and adversarial robustness techniques .
- Implement AI security best practices , including adversarial attack detection, model integrity verification, and bias mitigation .
- Stay updated with LLMs, generative AI, retrieval-based AI trends , and secure AI development methodologies.
- Deploy and manage AI/ML models on cloud platforms such as AWS, Azure, or GCP, ensuring compliance with secure AI governance frameworks .
- Work with vector databases (e.g., FAISS, Pinecone, Weaviate, ChromaDB ) and retrieval frameworks (e.g., LangChain, LlamaIndex ).
- Build and optimize secure APIs , ensuring protection against data leaks, prompt injection attacks, and unauthorized access .
- Other duties as needed.
- 2+ years of experience in AI/ML model development and deployment.
- Bachelor's or Master's degree in Computer Science, Data Science, Machine Learning, Artificial Intelligence, or a related field.
- Strong programming skills in Python (preferred), R*, or Java*.
- Hands-on experience with ML frameworks like TensorFlow, PyTorch, or Keras.
- Expertise in natural language processing (NLP) , computer vision , deep learning , and LLMs .
- Proficiency in retrieval-augmented generation (RAG) , embedding models , and vector databases (FAISS, Pinecone, Weaviate, ChromaDB).
- Experience with cloud AI services (AWS SageMaker, Azure AI, Google AI Platform).
- Strong understanding of Hugging Face Transformers , Model Hub , and tokenizers for model fine-tuning and deployment.
- Familiarity with big data tools such as Hadoop, Spark, or Kafka (preferred).
- Strong understanding of adversarial ML attacks, model explainability, AI governance, and bias mitigation techniques .
- Knowledge of security best practices for AI, including prompt injection protection, data anonymization, and secure model deployment .
- Strong foundation in algorithms, data structures, and model evaluation techniques .
- Proven ability to deliver end-to-end AI/ML projects , from concept to production, with a focus on secure and responsible AI .
- Strong analytical and problem-solving skills with attention to detail.
- Excellent communication skills to collaborate with teams and present findings.
- Ability to work on-site and manage multiple projects effectively.
- Provident Fund and Medical Allowances
- Professional Training and Certifications
- Paid Time Off
- Semi-Annual Performance Bonus and Awards
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