Colan Infotech - Data Scientist - Machine Learning/Deep Learning

<p><p><b>Position : </b> Data Scientist<br/><br/><b>Experience : </b> 4+ Years<br/><br/><b>Location : </b> Chennai / Bangalore, India<br/><br/><b>Notice Period : </b> Immediate to 30 Days<br/><br/><b>Job Summary : </b><br/><br/>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.<br/><br/><b>Key Responsibilities : </b><br/><br/><b>Model Design and Deployment : </b><br/><br/>- Design and deploy statistical, Machine Learning (ML), and Deep Learning (DL) models to address complex business issues.<br/><br/>- Gain practical experience working with tools and frameworks like Flask, PySpark, PyTorch, TensorFlow, Keras, and Databricks.<br/><br/>- Formulate strategies for data accessibility and augmentation.<br/><br/>- Deploy ML models into production environments (MLOps) on cloud platforms like Azure or AWS.<br/><br/><b>Data Analysis and Insights : </b><br/><br/>- Apply predictive and ML techniques such as regression models, XGBoost, random forest, and neural networks.<br/><br/>- Utilize NLP techniques like RNN, LSTM, and Attention-based models, and work with pre-trained models from platforms like Azure and OpenAI.<br/><br/>- Proficiently write efficient SQL queries to pull and manipulate data from databases.<br/><br/>- Develop innovative data visualizations using tools like d3js, dash-plotly, and neo4j to enhance data comprehension.<br/><br/><b>Technical and Business Collaboration : </b><br/><br/>- Comprehend business issues and propose valuable, data-driven solutions.<br/><br/>- Collaborate with cross-functional teams to integrate AI/ML models into existing systems.<br/><br/>- Use version control tools (GitHub, Bitbucket) for code management and collaboration.<br/><br/><b>Required Skills : </b><br/><br/><b>Core Experience : </b><br/><br/>- 4+ years of experience as a Data Scientist.<br/><br/>- Practical knowledge of statistics and operations research methods.<br/><br/><b>Technical Proficiency : </b><br/><br/>- Strong hands-on experience in AI/ML, NLP, Deep Learning, and Generative AI/LLMs.<br/><br/>- Expertise in frameworks such as TensorFlow and PyTorch.<br/><br/>- Experience with Image Processing using libraries like OpenCV and Pillow.<br/><br/>- Proficiency in deploying ML models into a production environment (MLOps).<br/><br/><b>Tools & Platforms : </b><br/><br/>- Primary : AI/ML, TensorFlow, PyTorch, NLP, Image Processing, Gen AI, LLM.<br/><br/>- Secondary : Keras, OpenCV, Azure or AWS.<br/><br/>- Experience with various tools like Flask, PySpark, Databricks, and Streamlit.</p><br/></p> (ref:hirist.tech)