Data Scientist

3 weeks ago


Remote, India Stemly Pte Ltd Full time

Full Time
- India (Remote)
- Posted on August 15, 2023

As a member of the **Customer Team**, you will be responsible for building predictive models in various areas such as forecasting, optimization, and classification, as well as for developing the corresponding proof-of-concept/pilot system to demonstrate how the models’ outputs can generate business impact.

You will have an opportunity to liaise with our clients to access large volumes of data in disparate sectors and industries and to refine the model based on continuous interactions with our customers.

**Your responsibilities**:

- ** Build complex forecasting, statistical, and predictive models** (possibly from large-scale data sets).
- ** Design and develop proof-of-concept solutions** to diverse technology and business problems.
- ** Prototype, test, and build models** that will be adapted for use in our production pipelines.
- Proactively investigate, identify, and implement new technology based on emerging trends.
- Create actionable insights using machine learning and statistical techniques, and translate them into concrete, actionable recommendations for business or product improvements, working in collaboration with internal and external partners.
- Present strategic insights and implications in a compelling fashion to internal stakeholders, external partners, and clients.
- Work with client teams in a support role on various analysis, modeling, and software technology transfer tasks.

**About you**:

- ** Degree in computer science, machine learning, statistics, mathematics**, or related field;
- Proficient with some of the following techniques: Boosting techniques (XGBoost, Catboost), Decision Trees, Deep Learning (LSTM), Evolutionary Algorithms, K-Nearest Neighbors, Linear, and Logistic Regression, Neural Networks, and Support Vector Machines;
- Proficient with best practices around modeling and validation;
- Experience developing software in Python;
- Experience building complex predictive models;
- Experience in handling real-world data sets through project work, internships, or employment;
- Excellent analytical abilities, strong time management, organizational, and problem-solving skills, and ability to work independently with mínimal oversight;
- Outstanding verbal and written communication skills and, in particular, the ability to annotate and document software for hand-off to other senior technical personnel;
- Familiarity with PostgreSQL, ClickHouse, and dashboarding tools.

**About us**:
We are scientists and engineers with a strong passion for cutting-edge technology and decision science. Our mission is to enable enterprises to reduce time to decision with state-of-the-art forecasting and optimization.

Our algorithms are based on automatic machine learning techniques and allow for the discovery of optimal forecasting models. We unlock sizable business and financial impact in terms of lower lost demand, decrease in inventory, lower working capital, and financing costs.

**How to apply?**:


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