Staff Software Engineer, Machine Learning
Narvar
9 months ago
Bengaluru, India
Staff+
H1B Sponsor
Responsibilities
- Design and deploy machine learning algorithms for diverse use cases.
- Work with real-world consumer data for various analyses.
- Handle large unstructured data effectively.
- Integrate mathematics, machine learning, business, and computer science.
- Build frameworks and tools to enhance team productivity.
- Provide thought leadership through quality documentation and reviews.
Requirements
- Strong machine learning skills.
- Fluency in Python, PyTorch, TensorFlow, Pandas, and NumPy.
- Experience with data engineering and large data in production settings.
- 10+ years of experience shipping models to production.
- MS in a quantitative field plus 5+ years of industry experience.
- Strong software engineering skills with production-quality code.
- Understanding of probability, statistics, and algorithms.
- Experience with SQL and NoSQL databases.
- Familiarity with Linux and shell scripting.
- Previous startup experience is preferred.
Tech Stack
Apache SparkGoogle Cloud PlatformLinuxNumPyPandasPythonPyTorchSQLTensorFlow
Categories
AI & MLData EngineeringData Science