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Head of Data Science

1 month ago


กรงเทพมหานคร, Thailand Manatal Full time

**Manatal Company Limited** is a B2B SaaS company based in Bangkok, Thailand. Our mission is to offer an easy-to-use software to empower small, medium and large companies in their staffing & recruitment transformation.

Globally trusted by thousands of companies in over 130 countries, Manatal's growth goes hand in hand with our clients' own. We're passionate about developing solutions for the changes they encounter and filling the recruitment gap with innovative tech implementation.

**Responsibilities**
- Set, define, and own the data science roadmap
- Build a team of data scientists and mentor junior scientists and engineers
- Design, prototype, and implement models across several domains. Manage each part of a projects life cycle, including ad-hoc exploration, preparation of training data, model development, and production deployment
- Help define and implement a framework of continual innovation within the ML infrastructure and orchestrate a continuous cycle of learning, inference, and observation
- Partner with engineers to develop ML pipelines, and maintain high system availability and reliability
- Utilize methods such as Natural language processing, clustering, and dashboarding (among others) to create solutions.

**Requirements**:

- BA/BS in Mathematics, Statistics, or Computer Science required. Masters's Degree in a quantitative or scientific discipline is strongly desired
- Experience with building and managing a team of data scientists
- Advanced statistical modeling skillset
- Advanced SQL querying, data mining, and data cleansing skillset
- Excellent knowledge of Python, including common scientific computing packages and data science tools such as NumPy, Pandas, NLP libraries, Tensorflow and Scikit-learn
- Deep knowledge of supervised and unsupervised machine learning algorithms (neural networks, decision trees, etc.)
- Advanced knowledge of experiment design
- Hands-on experience with cloud infrastructure tools (EC2, S3, Redshift)
- Advanced visualization/reporting and presentation experience
- Version Control Experience (GitHub)
- Knowledge of ML infrastructure (ETL, tools, new products in the space)
- Excellent strategic project planning skillset
- Excellent communication skills (written and verbal)
- Experience at a B2B SaaS company is a plus