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Sonata Software
Sr DeveloperSonata Software • Bengaluru / Bangalore, Hyderabad / Secunderabad, Telangana, Chennai
Sr Developer

Sr Developer

Sonata Software • Bengaluru / Bangalore, Hyderabad / Secunderabad, Telangana, Chennai
20 days ago
Job description
  • Analyzing data patterns and trends through statistical methods to understand the underlying relationships within the data
  • Deep understanding of statistical modeling, machine learning algorithms, analytics concepts, and a track record of solving problems
  • 5 years of experience with developing ML models
  • Prior experience in ML modeling using TensorFlow, Pytorch
  • Model Development: Develop and deploy machine learning algorithms & models using Python and relevant libraries/frameworks
  • Data Preprocessing, Address missing data, outliers, and anomalies using Databricks' robust data processing tools
  • Feature Engineering Development
  • Training Validation, Model Experimentation and Model Selection
  • Hyper parameter tuning
  • Presenting complex data insights through compelling visualizations like charts, graphs, and dashboards to effectively communicate findings to stakeholders
  • Interpreting data insights and translating them into actionable business recommendations

Minimum Requirements:

Education:

  • Bachelor's degree in Computer Science, Statistics, Mathematics, or related field.

Experience:

  • Minimum of 3 years of experience in data science-centric roles with a strong focus on analytics, data science, and machine learning.
  • Experience as Data Scientist in Freight / Logistics Industry is must.

Technical Skills:

  • Proficiency in Python, SQL, or PySpark with strong programming skills
  • Strong understanding of machine learning algorithms, model evaluation, and optimization techniques
  • Proven track record of developing and deploying models in Production

Analytical Skills:

  • Robust analytical and problem-solving skills with a solid foundation in statistical methods
  • Expertise in translating business issues into data-driven solutions using Databricks
  • Data Science Developer
  • Machine Learning, Data Brick, Python

Skills Required
Pyspark, Machine Learning Algorithms, Sql, Python
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Sr Developer • Bengaluru / Bangalore, Hyderabad / Secunderabad, Telangana, Chennai

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