Posted:1 week ago|
Platform:
On-site
Full Time
Job Title: Senior AI/ML Developer
Experience: 8-10 Years
Location: [Mumbai]
Job Type: [Full-Time]
Key Responsibilities:
Lead the design and development of machine learning models using Python, TensorFlow, and other AI/ML frameworks.
Build, train, and optimize machine learning models to improve business processes and outcomes.
Work with large datasets in distributed environments using PySpark, Hadoop, and HIVE.
Analyze and preprocess data, clean datasets, and implement feature engineering techniques.
Collaborate with data scientists, engineers, and product teams to deliver AI-powered solutions.
Conduct model analysis and performance evaluations, ensuring the accuracy and effectiveness of ML models.
Maintain and document machine learning workflows and processes in a collaborative environment.
Utilize Git for version control and JIRA for task management and project tracking.
Continuously monitor and improve model performance, ensuring scalability and efficiency.
Stay updated with the latest trends and advancements in AI/ML to enhance development capabilities.
Skills and Qualifications:
8-10 years of experience in AI/ML development with a strong focus on model building and analysis.
Strong proficiency in Python for developing machine learning algorithms and solutions.
Experience with PySpark, Hadoop, and HIVE for working with large datasets in a distributed environment.
Hands-on experience with TensorFlow for deep learning model development and training.
Solid understanding of machine learning algorithms, techniques, and frameworks.
Experience with notebooks (e.g., Jupyter) for model development, analysis, and experimentation.
Strong skills in model evaluation, performance tuning, and optimization.
Proficiency with Git for version control and JIRA for project management.
Excellent problem-solving skills and attention to detail.
Strong communication skills and ability to collaborate with cross-functional teams.
Preferred Qualifications:
Experience with cloud platforms (AWS, Azure, GCP) for machine learning deployment.
Knowledge of additional AI/ML frameworks such as Keras, Scikit-learn, or PyTorch.
Familiarity with CI/CD pipelines and DevOps practices for machine learning.
Experience with data visualization tools and libraries (e.g., Matplotlib, Seaborn).
Background in statistical analysis and data mining.
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