Staff Data Scientist Job Description Template
Our company is looking for a Staff Data Scientist to join our team.
Responsibilities:
- Meticulous experimentation to evaluate and compare models;
- Proposing and drive technical initiatives;
- Identifying appropriate models/algorithms to solve product requirements;
- Proposing infrastructure to accelerate the pace of model exploration and improve model serving and maintenance;
- Identifying new opportunities to leverage our data asset;
- Deploying models to production and maintaining them;
- Meeting with customers to discuss our machine learning models and roadmap;
- Being a technical mentor for senior and junior team members;
- Writing internal and external facing documentation describing models and approaches, such as wiki pages, white papers, blog posts or journal papers.
Requirements:
- Forecasting;
- Experience with – Python, Kafka, TensorFlow, Sci-kit Learn;
- Experience building, delivering and maintaining Machine Learning and AI products;
- PhD or MS in a quantitative discipline such as Applied Math, Data Science, Physics, Statistics, or Engineering;
- Segmentation experience;
- Ad Tech experience;
- Deep understanding of Statistical/Probabilistic Analysis and Linear Algebra;
- Experience with Churn prediction;
- 6+ years of relevant industry experience, including internships;
- Experience with SQL;
- Ability to write production-ready code;
- Significant industry experience;
- Graduate degree;
- Experience with Deep Learning, Reinforcement Learning, Natural Language Processing, Time Series Analysis, and/or Optimization;
- Experience with ML at scale.