Data Scientist

1 month ago


HyderabadRemote, India RANDOMTREES PRIVATE LIMITED Full time
Job Title: Software Data Scientist

At RANDOMTREES PRIVATE LIMITED, we are seeking a highly skilled Software Data Scientist to join our team. As a key member of our data science team, you will be responsible for designing, developing, and deploying production-grade machine learning models for various tasks, with a strong focus on recommender systems.

Key Responsibilities:

  1. Design and develop machine learning models using Python and relevant libraries.
  2. Conduct exploratory data analysis to understand data characteristics, identify patterns, and extract meaningful insights.
  3. Create and engineer relevant features to enhance model performance and address data challenges.
  4. Train and evaluate machine learning models using appropriate techniques and metrics.
  5. Leverage MLOps frameworks to track models, automate deployments, and ensure smooth model serving in production.
  6. Continuously monitor and analyze model performance to identify and address data drift and potential biases.
  7. Collaborate with data scientists, software engineers, and product teams to understand business needs and translate them into actionable insights.
  8. Effectively communicate complex technical concepts to a wide range of audiences.

Requirements:

  • Strong proficiency in Python programming.
  • Solid understanding of machine learning algorithms and techniques.
  • Experience with distributed computing frameworks like Snowpark or PySpark.
  • Familiarity with MLOps tools and practices.
  • Knowledge of software engineering best practices.
  • Demonstrated experience in developing and deploying machine learning models in production environments.
  • Experience with recommender systems is a significant plus.
  • Familiarity with working with large and imbalanced datasets.
  • Strong problem-solving and analytical skills.
  • Ability to work collaboratively in cross-functional teams.
  • Excellent communication and interpersonal skills.
  • Passion for machine learning and a continuous drive to learn.

About Us:

RANDOMTREES PRIVATE LIMITED is a leading company in the industry, and we are committed to innovation and excellence. We offer a dynamic and collaborative work environment, competitive compensation, and opportunities for growth and development.

How to Apply:

If you are a motivated and talented individual who is passionate about machine learning and data science, please submit your application, including your resume and a cover letter, to [insert contact information].


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