Colan Infotech

4 days ago

Chennai, Tamil Nadu, India Colan Infotech Pvt Ltd Full time

Position : Data Scientist

Experience : 4+ Years

Location : Chennai / Bangalore, India

Notice Period : Immediate to 30 Days

Job 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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