Colan Infotech

2 weeks ago

Bengaluru, India Colan Infotech Pvt Ltd Full time

Position : Data ScientistExperience : 4+ YearsLocation : Chennai / Bangalore, IndiaNotice Period : Immediate to 30 DaysJob Summary : We are seeking a highly skilled and experienced Data Scientist with a minimum of 4 years of experience to join our team. The ideal candidate will have a strong background in AI/ML, with hands-on expertise in building and deploying predictive models in a production environment. This role requires a blend of technical proficiency in frameworks like TensorFlow and PyTorch and a solid understanding of statistical and machine learning techniques. You will be responsible for designing and deploying innovative models, providing valuable business solutions, and working with cutting-edge technologies like Generative AI and LLMs.Key Responsibilities : Model Design and Deployment : - Design and deploy statistical, Machine Learning (ML), and Deep Learning (DL) models to address complex business issues.- Gain practical experience working with tools and frameworks like Flask, PySpark, PyTorch, TensorFlow, Keras, and Databricks.- Formulate strategies for data accessibility and augmentation.- Deploy ML models into production environments (MLOps) on cloud platforms like Azure or AWS.Data Analysis and Insights : - Apply predictive and ML techniques such as regression models, XGBoost, random forest, and neural networks.- Utilize NLP techniques like RNN, LSTM, and Attention-based models, and work with pre-trained models from platforms like Azure and OpenAI.- Proficiently write efficient SQL queries to pull and manipulate data from databases.- Develop innovative data visualizations using tools like d3js, dash-plotly, and neo4j to enhance data comprehension.Technical and Business Collaboration : - Comprehend business issues and propose valuable, data-driven solutions.- Collaborate with cross-functional teams to integrate AI/ML models into existing systems.- Use version control tools (GitHub, Bitbucket) for code management and collaboration.Required Skills : Core Experience : - 4+ years of experience as a Data Scientist.- Practical knowledge of statistics and operations research methods.Technical Proficiency : - Strong hands-on experience in AI/ML, NLP, Deep Learning, and Generative AI/LLMs.- Expertise in frameworks such as TensorFlow and PyTorch.- Experience with Image Processing using libraries like OpenCV and Pillow.- Proficiency in deploying ML models into a production environment (MLOps).Tools & Platforms : - Primary : AI/ML, TensorFlow, PyTorch, NLP, Image Processing, Gen AI, LLM.- Secondary : Keras, OpenCV, Azure or AWS.- Experience with various tools like Flask, PySpark, Databricks, and Streamlit. (ref:hirist.tech)

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