Machine Learning Engineer - Data Modeling
- OYO
- 5 to 9 Yrs
- Hyderabad
- 1 month ago
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Job Description
- Overview Machine Learning Engineer with a focus on Gen AI & LLMs, proficiency in frameworks like TensorFlow and PyTorch, and hands-on experience with LangChain. Knowledge of model performance monitoring tools, a problem-solving mindset, and strong communication skills are essential for success in this role. Key Responsibilities Lead the training, fine-tuning, and validation of Language Models (LLMs) tailored for web applications. Deploy and optimize trained models to web-based inference endpoints, ensuring swift responses and high uptime. Continuously monitor the real-time performance of models on the web, making necessary adjustments to maintain desired accuracy. Stay abreast of advancements in LLMs, focusing on techniques like prompt engineering, PEFT, LORA, and SFT tailored for web contexts. Utilize the LangChain framework for developing applications powered by language models, ensuring seamless integration with data sources and enabling the model to interact with its environment. Implement and manage LangChain's modular abstractions and use-case specific chains for optimal language model application. Uphold strict data privacy and security standards during web-based model deployments. Collaborate with the Full Stack Development team to ensure smooth integration of models into web platforms. Qualifications Solid experience as a Machine Learning Engineer, with a focus on Gen AI & LLMs suitable for web environments. Proficiency in prominent machine learning frameworks, notably TensorFlow and PyTorch. Proven track record of training, fine-tuning, and deploying LLMs optimized for web platforms. Deep comprehension of advanced techniques like prompt engineering, PEFT, LORA, and SFT in web contexts. Hands-on expertise with the LangChain framework, including its modular abstractions and use-case specific chains for language model application. Acquaintance with tools and practices for monitoring model performance and metrics on the web. An innovative problem-solving mindset, combined with a flair for optimization. Outstanding communication capabilities and a teamwork-oriented attitude. Exp : 5-7 years (ref:hirist.tech),
Employement Category:
Employement Type: Full timeIndustry: IT Services & Consulting
Role Category: Not Specified
Functional Area: Not Specified
Role/Responsibilies: Machine Learning Engineer - Data Modeling
Contact Details:
Company: NeuralMetricsLocation(s): Hyderabad
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Keyskills: Communication Skills Machine Learning Engineer TensorFlow PyTorch ProblemSolving
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