Lead Data Scientist

2 days ago

Bengaluru India Quest Global Full time

Job Description Job Requirements (Purpose: why this role exists) We are seeking a highly motivated and skilled Data Scientist to join our team and contribute to the development and deployment of ML/AI/GenAI pipelines within the AWS cloud environment. This role will involve both data science and Python development responsibilities. The ideal candidate will possess a strong foundation in data science principles and GenAI, experience with AWS, and proficiency in Python programming. Essential Responsibilities / Expectations - Pipeline Development and Execution: Develop, deploy, and maintain robust ML/AI/GenAI pipelines within the AWS ecosystem. This includes data preprocessing, model training, evaluation, and deployment. - Cloud Computing: Utilize AWS services (e.g., SageMaker, Lambda, S3, EC2) to build and optimize data pipelines and model deployments. - Python Development: Write clean, efficient, and well-documented Python code for data manipulation, model development, and pipeline automation. - Data Analysis and Exploration: Conduct exploratory data analysis to understand data characteristics, identify patterns, and inform model selection. - Model Training and Evaluation: Train and evaluate various machine learning and deep learning models, selecting the best performing models based on business requirements. - Collaboration: Work collaboratively with Technology Team and other Data Scientists to integrate solutions into existing workflows and systems. - Continuous Learning: Stay up-to-date with the latest advancements in AI/ML/GenAI and cloud computing technologies. - Documentation: Maintain clear and comprehensive documentation of pipelines, models, and code. - Mentor and guide junior data scientists within the team, fostering a collaborative and learning environment Educational Qualification Master's degree in Computer Science, Data Science, Statistics, or related field Experience Required (Min Max year) - 5-6 years of experience in data science and 2-3 years of experience in GenAI technology. - Strong expertise in LLM, deep learning, machine learning algorithms (e.g., supervised learning, unsupervised learning, reinforcement learning) and statistical modelling. - Proficiency in programming languages such as Python - Familiarity in developing and deploying E2E AI solutions in cloud platforms (AWS) - Hands-on Experience with building and deploying ChatBot AI assistants using the RAG framework. - Good working knowledge of AI Agents and Agentic AI framework - Should be proficient in using AI enabled coding tools e.g. github copilot, etc. - Familiarity with version control systems (e.g., Git, Gitlab). - A strong desire to learn and contribute to a fast-paced, innovative environment. - Strong problem-solving and analytical skills. - Excellent communication and collaboration abilities. - Ability to work in an Agile development environment Desired Skills - Experience with GenAI, Data Science, Python, AWS, JIRA, Agile - Passion for the environment - Self learner

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