Key skills
KerasPythonPyTorchScikit-LearnSparkSQLTensorflowMachine LearningDeep LearningTensorFlowscikit-learnStatistical AnalysisCommunication
About this role
Role Overview
- You'll develop and deploy groundbreaking data solutions, collaborating with talented engineers and product experts to transform complex problems into elegant solutions.
- Design and implement scalable data science-based solutions, data processing, and machine learning pipelines
- Optimize models and develop new and scalable methodologies to improve data quality
- Collaborate with other Engineering and Product teams to understand product requirements and create optimal/scalable solutions
- Communicate technical concepts and findings to both technical/non-technical team members
- Write scalable and clean code
Requirements
- Education in Computer Science / Engineering or a related technical field with 7+ years of overall experience
- 5+ years of work experience in building production-level data science-based solutions
- Extensive Mar-tech/Ad-tech knowledge (Ad-tech SSP preferred)
- Experience in Neural Networks, Deep Learning, TensorFlow, and/or PyTorch
- Experience with Spark and SQL
- Significant experience with Python and machine learning packages (e.g., sklearn, keras)
- Experience in implementing machine learning pipelines
- Creative problem-solving and analytical skills with experience in statistical analysis and hypothesis testing.
- Excellent verbal and written communication skills to present complex data findings to technical and non-technical stakeholders
Tech Stack
- Keras
- Python
- PyTorch
- Scikit-Learn
- Spark
- SQL
- Tensorflow
Benefits
- medical
- dental
- vision
- disability insurance
- 401(k)
- EAP
- parental leave
- unlimited vacation
- company-paid holidays