Remote Principal Data Engineer
Encora
๐Remote - India
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Job highlights
Summary
Join our team as a Senior Data Scientist in Bangalore, working remotely. We're looking for someone with 10+ years of experience in data science and advanced model development.
Requirements
- Bachelorโs or Masterโs degree in Computer Science, Statistics, Mathematics, or a related field
- 10+ years of experience in data science, with a proven track record of developing and deploying advanced models
- Experience with Databricks
- Proficiency in programming languages - Python, Pyspark
- Extensive experience with machine learning frameworks (e.g., TensorFlow, PyTorch, scikit-learn)
- Strong knowledge of statistical analysis, data mining, and predictive modelling. Machine learning algorithms (supervised/unsupervised/deep learning). Model evaluations & validation
- Experience with big data technologies (e.g., Hadoop, Spark)
- Familiarity with cloud platforms (e.g., AWS, GCP, Azure) and their data services. AWS knowledge is must
- Docker, Kubernetes
- Any DB experience, SQL query writing and optimization
- Excellent problem-solving and analytical skills
- Strong communication and interpersonal skills
- Ability to work effectively in a fast-paced, dynamic environment
Responsibilities
- Design, develop, and deploy advanced data science models and algorithms
- Ensure models are scalable, maintainable, and optimized for performance
- Lead and mentor a team of data scientists and engineers, providing technical guidance and support
- Foster a culture of continuous learning and innovation within the team
- Work closely with product managers, engineers, and business stakeholders to understand data requirements and deliver solutions
- Collaborate with data engineering teams to ensure seamless integration of data science models into production systems
- Stay current with the latest advancements in data science and machine learning
- Evaluate and implement new tools, techniques, and technologies to enhance our data science capabilities
- Conduct exploratory data analysis to uncover trends, patterns, and insights
- Translate complex data into actionable insights and recommendations for business stakeholders
- Lead data science projects from conception to completion, ensuring timely delivery and high-quality results
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