AI ML Engineer
- Globallogic
- 5 - 10 years
- Pune
- 26 days ago
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Job Description
reliability
Role Summary: The AI/ML Engineers will be responsible for developing, testing, and deploying machine learning models and AI algorithms that can be integrated into the product suite. The ideal candidate will have expertise in integrating large language models (LLMs) with external knowledge bases, fine-tuning model architectures for specific tasks, and optimizing retrieval strategies to improve the accuracy and relevance of generated content.
Key Responsibilities:
- Implement and optimize AI/ML algorithms for product integration.
- Collaborate with data scientists to deploy models and integrate them with software products.
- Design scalable solutions for AI/ML applications.
- Develop automated pipelines for continuous model training and updates.
- Work with engineering teams to ensure smooth integration and operation of AI models in production.
- Monitor and troubleshoot AI/ML models to ensure reliability and performance.
Required Experience:
- 4 - 6 years of hands-on experience in machine learning model development and deployment.
- Hands-on experience in developing and fine-tuning Generative AI models, specifically focusing on Retrieval-Augmented Generation (RAG) systems.
- Experience with frameworks such as Hugging Face, OpenAI, or other GenAI platforms, along with proficiency in data preprocessing and model evaluation, is required
- Proficiency in Python, TensorFlow, Keras, PyTorch, or other AI/ML frameworks.
- Experience with model deployment and monitoring in production environments.
- Strong problem-solving skills and experience with cloud computing platforms (AWS, GCP, Azure).
- Familiarity with containerization and orchestration tools (e.g., Docker, Kubernetes).
Job Classification
Industry: IT Services & ConsultingFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Machine Learning EngineerEmployement Type: Full timeContact Details:
Company: GloballogicLocation(s): Pune
Keyskills: Artificial Intelligence Machine Learning R Python Tensorflow Natural Language Processing Scikit-Learn SQL Pytorch Huggingface Large Language Model Opencv Keras Spacy
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GlobalLogic is a full-lifecycle product development services leader thatcombines deep domain expertise and cross-industry experience to connectmakers with markets worldwide. Using insight gained from working on innovative products and disruptive technologies, we collaborate with customers to...
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