Netradyne - Staff Data Analyst - Machine Learning
4 weeks ago
Role and Responsibilities :
- Develop and implement machine learning models to analyze large and complex data sets.
- Collaborate with cross-functional teams to identify data-driven solutions and insights for business challenges.
- Design, develop, and maintain data pipelines to ensure data quality, accessibility, and relevance.
- Employ advanced statistical techniques to identify trends, patterns, and anomalies in the data.
- Develop and maintain data visualization tools and dashboards to communicate findings to stakeholders.
- Continuously monitor and evaluate model performance, adjusting and refining as needed.
- Document and present findings and recommendations to both technical and non-technical stakeholders.
Requirements :
- At least 5 years of experience in data analysis, machine learning, or a related field.
- Strong programming skills in Python.
- Strong understanding of SQL and experience working with relational databases.
- Decent familiarity with NoSQL databases like Cassandra, MongoDB, etc.
- Strong analytical and problem-solving skills with a keen attention to detail.
- Excellent communication and presentation skills, both written and verbal.
Desired Skills :
- Familiarity with ML libraries like Pytorch, TensorFlow, etc is a plus.
- Exposure to AWS services like Kinesis, SQS, EKS, ASG etc is a plus.
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