Job Description

Python/Data Science/Machine Learning
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Job ID: Pyt-ETP-Pun-749
Location: Pune


As a Data Science/Machine Learning Developer, you will be responsible for developing, implementing, and optimizing machine learning models and algorithms. You will work closely with cross-functional teams to deliver impactful data-driven solutions. The ideal candidate will have extensive experience in Python, PySpark, and Azure Machine Learning Studio.

Must have skills:



• Minimum 4 years of experience in developing Machine Learning projects.
• Strong knowledge of machine learning and data science tools, including proficiency in Python.
• Knowledge in Machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
• Data preprocessing libraries (e.g., Pandas, NumPy).
• In-depth understanding of machine learning algorithms such as regression, classification, clustering, and neural networks.
• Utilize Python and PySpark for data manipulation, analysis, and model development.
• Leverage Azure Machine Learning Studio to manage, deploy, and monitor machine learning models.
• Participates in architectural, design & code reviews while establishing and maintaining best practices.
• Collaborate with data engineers, analysts, and stakeholders to understand business requirements and translate them into technical solutions.
• Design, develop, and deploy machine learning models and algorithms to solve complex business problems.
• Conduct exploratory data analysis (EDA) to uncover patterns, anomalies, and insights from data.
• Evaluate and optimize machine learning models for accuracy, performance, and scalability.
• Develop and maintain documentation for model development processes and workflows.
• Stay updated with the latest advancements in machine learning, data science, and related technologies.

Preferred Skills:



• Familiarity with deep learning techniques such as convolutional neural networks (CNNs) and recurrent neural networks (RNNs).
• Familiarity with other cloud platforms such as AWS or Google Cloud Platform.
• Experience with deep learning frameworks such as TensorFlow or PyTorch.
• Knowledge of SQL and experience with relational databases.
• Understanding of MLOps practices and tools.

Professional Skills:



• Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or a related field.
• Proven experience as a Data Scientist/Machine Learning Developer or similar role.
• Strong proficiency in Python for data analysis and machine learning.
• Extensive experience with PySpark for large-scale data processing.
• Hands-on experience with Azure Machine Learning Studio for model development and deployment.
• Solid understanding of machine learning algorithms, statistical methods, and data preprocessing techniques.
• Experience with version control systems like Git.
• Strong problem-solving skills and ability to work in a fast-paced, collaborative environment.
• Excellent communication and interpersonal skills.
• Should have a prior experience of discussing approaches with client and providing solutions.
• The candidate should have an ability to work in a team environment as well as work individually, should be a self-starter.
• Excellent communication skills (verbal and written).
• Should possess time management skills and should be able to work under serious deadlines.