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5.0 - 7.0 years
0 Lacs
bengaluru, karnataka, india
On-site
Job Description: This role, part of the Digital Intelligence team, offers opportunity in the financial services industry by developing impactful Machine Learning solutions As aApplied AI ML Lead within the team at JPMorgan, you will collaborate with all lines of business and functions to deliver software solutions. You will have opportunity to research, experiment, develop, and productionize high-quality machine learning models, services, and platforms to make a significant business impact. You will also design and implement highly scalable and reliable data processing pipelines and perform analysis and insights to promote and optimize business results. Job responsibilities Design, deploy and manage prompt-based models on LLMs for various NLP tasks in the financial services domain Conduct research on prompt engineering techniques to improve the performance of prompt-based models within the financial services field, exploring and utilizing LLM orchestration and agentic AI libraries. Collaborate with cross-functional teams to identify requirements and develop solutions to meet business needs within the organization Communicate effectively with both technical and non-technical stakeholders Build and maintain data pipelines and data processing workflows for prompt engineering on LLMs utilizing cloud services for scalability and efficiency. Develop and maintain tools and framework for prompt-based model training, evaluation and optimization Analyze and interpret data to evaluate model performance to identify areas of improvement Required qualifications, capabilities, and skills Formal training or certification on software engineering concepts and 5+ years applied experience Experience with prompt design and implementation or chatbot application Strong programming skills in Python with experience in PyTorch or TensorFlow Experience building data pipelines for both structured and unstructured data processing. Experience in developing APIs and integrating NLP or LLM models into software applications Hands-on experience with cloud platforms (AWS or Azure) for AI/ML deployment and data processing. Excellent problem-solving and the ability to communicate ideas and results to stakeholders and leadership in a clear and concise manner Basic knowledge of deployment processes, including experience with GIT and version control systems Familiarity with LLM orchestration and agentic AI libraries Hands on experience with MLOps tools and practices, ensuring seamless integration of machine learning models into production environment Preferred qualifications, capabilities, and skills Familiarity with model fine-tuning techniques such as DPO and RLHF. Knowledge of Java, Spark Knowledge of financial products and services including trading, investment and risk management
Posted 2 days ago
6.0 - 10.0 years
0 Lacs
pune, maharashtra
On-site
YASH Technologies is a leading technology integrator specializing in helping clients reimagine operating models, enhance competitiveness, optimize costs, foster exceptional stakeholder experiences, and drive business transformation. We are a cluster of the brightest stars working with cutting-edge technologies. Our purpose is anchored in a single truth bringing real positive changes in an increasingly virtual world drives us beyond generational gaps and disruptions of the future. We are currently seeking Java Professionals with 6 years of experience in Java, Java Spark, SQL, Spark, NoSQL, Java, testing, CI/CD. At YASH, you will be empowered to create a career that aligns with your aspirations while working in an inclusive team environment. We leverage career-oriented skilling models and optimize our collective intelligence through technology for continuous learning, unlearning, and relearning at a rapid pace and scale. Our Hyperlearning workplace is built upon four key principles: - Flexible work arrangements, Free spirit, and emotional positivity - Agile self-determination, trust, transparency, and open collaboration - All support needed for the realization of business goals - Stable employment with a great atmosphere and ethical corporate culture Join us at YASH Technologies and be part of a team that is committed to driving innovation and excellence in technology integration.,
Posted 1 month ago
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