about 5 hours ago
Bengaluru, IndiaMid Level / Senior
H1B Sponsor
Responsibilities
- Design, build, A/B test, and maintain machine learning and statistical models for marketing optimization.
- Continuously optimize machine learning models for Marketing Mix Modeling, predicted Lifetime Value, and causal inference.
- Analyze large datasets to extract actionable insights for marketing decisions.
- Collaborate with teams in the US and India, communicating findings to stakeholders.
- Champion scientific rigor in data-driven decision-making.
- Stay updated with advancements in machine learning and marketing analytics.
Requirements
- Bachelor's or Master’s degree in Computer Science, Engineering, or a related field.
- 2+ years of industry machine learning experience and excellent software engineering skills.
- Familiarity with digital marketing concepts and metrics.
- Expertise in machine learning and statistical techniques such as tree-based models and deep learning.
- Strong programming skills in Python and familiarity with ML frameworks like TensorFlow and PyTorch.
- Hands-on experience with SQL and data manipulation tools.
- Experience with ML cloud platforms such as AWS Sagemaker or GCP Vertex AI.
- Strong analytical skills to evaluate business impact of ML implementations.
- Strong communication and collaboration skills.
- Passion for learning and staying updated with machine learning trends.
Benefits
- Healthcare coverage.
- Internet/cell phone reimbursement.
- Learning and development stipend.
- Potential opportunities to travel to the Palo Alto HQ.