Location
Secunderabad | India
Job description
We're seeking a skilled Data Scientist to join our team. You'll analyze, build, and deploy machine learning models on Google Cloud Platform (GCP) or similar platforms to extract insights from data. As a senior team member, you'll lead projects, collaborating with engineers and stakeholders for successful project delivery.
Responsibilities:
- Understand business problems, analyze numerical datasets and design relevant solutions that may involve machine learning models
- Design and develop scalable data processing, mining, and machine learning systems
- Conduct data cleaning, preprocessing, and feature engineering for optimal model performance
- Implement machine learning and deep learning models for various applications such as price optimization, predictive maintenance, and sales forecasting
- Debug end-to-end data flow and enhance model predictions
- Build and deploy scalable machine learning pipelines on GCP or equivalent platforms
- Establish practices for model monitoring, retraining, and versioning
- Strong proficiency with SQL and its variation among popular databases
- Collaborate with cross-functional teams to understand and translate business needs into technical solutions
- Able to build visualizations involving reports and other insights on large-scale tabular data and present the technical findings to stakeholders effectively
- Assist product manager in shaping data science products and offerings
Qualifications:
- 5+ years of overall experience with at least 2 years in Data Science or Machine Learning Engineering
- Proficient in handling large amounts of numerical data and preparing it for analysis
- Proficiency in end-to-end data processing steps, including data cleaning, exploratory data analysis, outlier handling, and model training
- Experience in training classic supervised machine learning models and deploying them in production environments
- Proficiency in Python and ML libraries like XGBoost, TensorFlow, PyTorch, and Scikit-learn
- Proficient in handling big data on Cloud, ETL processes, and building visualizations on top of the big data
- Familiarity with Google Cloud or equivalent Cloud Platforms
- Excellent communication, collaboration, and problem-solving skills
Bachelor's degree in Computer Science, Mathematics, Statistics, or a related field
Good To Have:
- Knowledge of natural language processing (NLP), computer vision, or other deep learning techniques
- Google Cloud Certified Professional Machine Learning or TensorFlow Certified Developer certifications
- Experience in MLOps and related technologies
- Knowledge of GenAI techniques and applications
- Master's degree in statistics, machine learning, or related fields
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