Generative AI Architect

Job Description of/Expectations from the Role : - Data mining or extracting usable data from valuable data sources. - Using machine learning tools to select features, create and optimize predictive models. - Carrying out preprocessing of structured and unstructured data. - Enhancing data collection procedures to include all relevant information for developing analytic systems. - Processing, cleansing, and validating the integrity of data to be used for analysis. - Analyzing large amounts of information to find patterns and solutions. - Developing prediction systems and machine learning algorithms. - Ability to use LLMs to build GenAI powered solutions. - Presenting results in a clear manner. Propose solutions and strategies to tackle business challenges. - Collaborate with Business and IT teams. - Designing and developing machine learning and deep learning systems. - Knowledge of productionizing the ML and DL applications and Competencies (Technical/Behavioral Competency) : Must-Have : - Gen AI. - Experience in LLMs, Embedding Models, Prompt Engineering. - Knowledge of statistical programming languages like Python. - Good applied statistical skills. - Good knowledge of machine learning algorithms. - Proficiency in handling imperfections in data & generating insights and patterns. - Experience with Data Visualization Tools. - Fine tuning of LLM. - Evaluation Framework (RAGAS, ROUGE, BLUE Scrore). - Autoencoding model (Encoder: ROBERTA/ BERT/ DistilBERT). - Langsmith framework. - Autoregressive model (Decoder: GPT/ BLOOM/ LLama/ Mistral/ Claude/ CodeGen/ OPT/ PaLM. - RAG Architecture using Langchain/ LlamIndex. - Fine tuning of LLM. - AI ML exp. - Candidate has exp. in Transformer Architecture (Encoder and decoders). - Knowledge Graph implementation (If anyone has created knowledge graph, that's good). Good-to-Have : - Excellent Communication Skills. - Strong Software Engineering Background (Productionizing the models). - Hands-on experience with data science tools. - Problem-solving aptitude. - Analytical mind and great business sense. (ref:hirist.tech)

Location: delhi, IN

Posted Date: 5/1/2025