Creation of predictive models for use cases across the company.
About The Job
What You'll Do:
- Build predictive models, deploy them to production and monitor their performance
- Identify valuable data sources both from internal and external sources
- Undertake preprocessing of structured and unstructured data
- Analyze large amounts of information to discover trends and patterns
- Combine models through ensemble modeling
- Continuously challenge current models using new methods
- Propose solutions and strategies to business challenges
What You Need To Have
- BS/Master/PhD in Mathematics, Physics, Computer Science, Statistics, Engineering or similar numerate discipline
- 2-3 years of related work experience
- Willingness to learn and switch to Python which we use for majority of analytical projects
- Fundamentals of database management systems (Distributed computing, parallel processing, database modeling and design, relational databases, big data, Hadoop ecosystem (Hive, Impala, Spark), SQL language))
- Computer science fundamentals (Data structures, algorithms, computational complexity, object-oriented programming, knowledge of at least one programming language)
- Math and stats fundamentals (Numerical optimization, machine learning algorithms (neural networks, gradient boosting, regression), supervised and unsupervised learning, statistical inference, predictive modeling methodology and experiment design)
- Basics of business intelligence (Translating data into actionable insights, automation through data mart design, implementation and visualization of results (Tableau, Power BI))
What Can Set You Apart:- Understanding of operations of a consumer finance/lending company
- Background in the ff technologies:
- AWS
- Azure
- Spark/PySpark
- TensorFlow
Job Perks You'll Enjoy
- Hybrid work set up
- Permanent dayshift schedule
- Up to 20% variable performance-based bonus
- HMO on Day 1 and HMO dependents coverage including same-sex partners
- Access to mental health and wellness partners
- Wellness Leaves and Birthday Leave
- Internal career mobility options
- Local and international learning opportunities
Empower Filipinos with innovative financial solutions at Home Credit Philippines. Click Apply Now and join a company where there are #NoSmallRoles and everyone is important.
At Home Credit Philippines, we believe that everyone has something special to offer. Our motto No Small Roles, Everyone is Important is at the heart of everything we do. We think diversity makes our company better and every single job and person here plays a big part in our success.
We're all about creating a welcoming place where everyone feels valued for who they are. This means we make sure that everyone, no matter their background or what they look like, gets a fair chance at jobs, training, and promotions.
When it comes to hiring, everyone gets a fair look. It doesn't matter where you're from, what you believe, who you love, whether you have a disability, or any other or any other condition protected under Philippine laws. If you meet the job requirements, you have a chance to get the job.
Come join us at Home Credit, where diversity fuels our innovation. Here, there are #NoSmallRoles and #EveryoneisImportant.
