Sr. AI/ML Developer

1 week ago

Thane, India SATMAT TECHNOLOGIES Full time
Job Description: Sr. AI/ML Developer
Experience: 8-10 Years


Location : Thane / Vikhroli, Mumbai


About the Role:

We are seeking an experienced AI/ML Developer with 8-10 years of hands-on experience in building and deploying machine learning models at scale. The ideal candidate will have a strong background in Python, PySpark, Hadoop, and Hive, along with a deep understanding of machine learning model building, analysis, and optimization. As part of our innovative AI/ML team, you will contribute to cutting-edge projects and collaborate with cross-functional teams to deliver impactful solutions.

Key Responsibilities:
  • Model Development : Design, build, and deploy machine learning models, utilizing advanced techniques to ensure optimal performance.
  • Data Processing : Work with large-scale data processing frameworks such as PySpark and Hadoop to efficiently handle big data.
  • Model Analysis and Optimization : Analyze model performance and fine-tune models to improve accuracy, scalability, and speed.
  • Collaboration : Work closely with data scientists, analysts, and engineers to understand business requirements and integrate AI/ML solutions.
  • Version Control : Utilize Git for version control to ensure proper management and documentation of model code and workflows.
  • Project Management : Participate in sprint planning, track progress, and report on key milestones using JIRA.
  • Notebook Workflows : Use Jupyter/Notebook for interactive development and presentation of model outputs, insights, and results.
  • TensorFlow : Implement and deploy deep learning models using TensorFlow, optimizing them for real-world applications.
Key Skills:
  • Programming : Strong proficiency in Python, with experience in data manipulation and libraries like NumPy, Pandas, and SciPy.
  • Big Data Technologies : Hands-on experience with PySpark, Hadoop, and Hive for managing large datasets.
  • Model Development : Expertise in machine learning model building, training, validation, and deployment using frameworks like TensorFlow, Scikit-learn, etc.
  • Deep Learning : Familiarity with TensorFlow for building and optimizing deep learning models.
  • Version Control and Collaboration : Proficiency in Git for source control and JIRA for project tracking.
  • Problem-Solving : Strong analytical skills to troubleshoot, debug, and optimize models and workflows.
Experience and Qualifications:
  • Experience : 8-10 years in AI/ML development with significant exposure to machine learning and deep learning techniques.
  • Education : Bachelor's or Master's degree in Computer Science, Data Science, or a related field.
  • Knowledge : Deep understanding of AI/ML algorithms, model evaluation techniques, and data manipulation.
Preferred Qualifications:
  • Hands-on experience with cloud platforms like AWS, GCP, or Azure.
  • Familiarity with containerization tools like Docker and Kubernetes.
  • Experience in deploying models into production environments.


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