The Opportunity.
The DS / ML Developer is responsible for developing and implementing machine learning models from development to operationalization, performing data exploratory analysis, features engineering, and creating ML models. Responsible for ensuring machine learning jobs are running in production and provide integration to existing and new systems.
The Role.
Top Deliverables:
- Develop and maintain machine learning models
- Features Engineering and generation of Analytics Base Tables
- Test data model designs
- Tune Training and testing scripts to run in an efficient manner
Duties and Responsibilities
The responsibilities of this position will include but will not be limited to the following:
Data Management and Exploration
- Extraction, exploration and manipulation of large and complex data sets Designing and derivation of transformed variables for predictive modeling.
- Leverage big data telco data with various external sources of data (digital, social, etc.) to get a 360-degree view of the customer
- Help internal stakeholders in understanding, interpreting and analyzing massive data sets
Data Analytics and Modeling:
- Perform features engineering to create machine learning models. Implement and test data modeling designs.
- Track model accuracy and effectiveness
- Identify model fine-tuning needs;
Campaign Expertise
- Translate model into results. Draws out and communicates useful insights, actionable interpretations, alternative approaches and solutions.
- Identify opportunities for the application of customer analytics techniques for the business use learnings from models to prioritize and sequence initiatives;
Knowledge Transfer and Collaboration
- Support internal stakeholders in use of data and various analytical tools to generate and communicate insights
- Provides training, demonstration, documentation and other support to drive the change management process and expand the use of analytics throughout the organization Develop relationships with external data and analytics partners and interact as needed.
- Keep updated with new data science techniques and be extremely knowledgeable of industry standards and trends.
The Expertise.
Minimum of (1) year experience in machine learning development covering most of the following:
- Data mining
- Features engineering
- Predictive modeling
- Machine learning
- Transformation
- Cleaning, both structured and unstructured data
About us.
Thakral One is a consulting and technology services company headquartered in Singapore, with a pan-Asian presence. We focus primarily around technology-driven consulting, adoption of value-added bespoke solutions, enabling enhanced decision support through data analytics, and embracing possibilities in the cloud. We are heavily inclined towards building capabilities collaboratively with clients and believe strongly in improving grounded and practical outcomes. This approach is possible through our partnership with leading global technology providers and internal R&D teams. Our clients come from Financial Services, Banking, Telco, Government, Healthcare, and Consumer-oriented organisations.