06 Sep
|
Carelon Global Solutions India
|
Hyderabad
06 Sep
Carelon Global Solutions India
Hyderabad
Job Position
We are looking for a Tech Lead with US Healthcare background with 10 - 14 years of Programming experience in Python, Gen AI, ML, LLM & CICD.
Job Responsibility
Collaborate with cross-functional teams, including data scientists and product managers, to acquire, process, and manage data for AI/ML model integration and optimization.
Design and implement robust, scalable, and enterprise-grade data pipelines to support state-of-the-art AI/ML models.
Debug, optimize, and enhance machine learning models, ensuring quality assurance and performance improvements.
Design and build scalable LLM inference architectures, employing GPU memory optimization techniques and model quantization for effective deployment.
Engage in advanced prompt engineering and fine-tuning of large language models (LLMs), focusing on semantic retrieval and chatbot development.
Research and implement cutting-edge LLM optimization techniques, such as quantization and knowledge distillation, ensuring efficient model performance and reduced computational costs.
Collaborate closely with stakeholders to develop innovative and effective natural language processing solutions, specializing in text classification, sentiment analysis, and topic modeling.
Stay up-to-date with industry trends and advancements in AI technologies, integrating new methodologies and frameworks to continually enhance the AI engineering function.
Contribute to creating specialized AI solutions in healthcare, leveraging domain-specific knowledge for task adaptation and in Computer Sciences, IT, Engineering
Experience
10 to 14 years of Programming experience
2 - 3 Years of Team management Experience
Skills And Competencies
Technical Skills :
Advanced proficiency in Python with expertise in data science libraries (NumPy, Pandas, scikit-learn) and deep learning frameworks (PyTorch, TensorFlow)
Extensive experience with LLM frameworks (Hugging Face Transformers, LangChain) and prompt engineering techniques
Software Enginee
📌 Carelon - Team Lead - Artificial Intelligence/Machine Learning (Hyderabad)
🏢 Carelon Global Solutions India
📍 Hyderabad