Master's or Bachelor’s degree (with at least 3 years of experience), in Computer Science, Electrical/Computer Engineering, Operations Research or Mathematics/Statistics
Understanding of machine learning, deep learning, data mining, algorithmic foundations of optimization
Past and current experience writing and speaking about complex technical concepts to broad audiences in a simplified format
Ability to develop experimental and analytic plans for data modeling processes, use of strong baselines, ability to accurately determine cause and effect relations
Experience with machine learning framework (scikit-learn, Spark MLlib etc)
Proficient in one or more of the following programming languages: Python, R, Scala.
Experience in building ML models at scale, using real-time big data pipelines on platforms such as Spark/MapReduce
Familiar with NoSQL, postGIS, stream processing and distributed computing platforms
Strong written and verbal communication skills, with a track record of presenting to senior management
Skills
Python, R, Statistic, Spark, SQL, ...
Must Have
Effective English communicator
BS or MS degree in computer science or equivalent field.
2+ years Software Engineering experience
Ideally
Working experience in the financial industry
Experience working on AWS is a big plus
Responsibilities
Work with product owners and business development team to define hypotheses, develop and execute necessary tests, experiments, and analyses to prove or disprove them
Translate data speak to human speak by effectively conceptualizing analysis to team members and business stakeholders
Build, validate, test, and deploy machine learning models (e.g. predictive, forecasting, clustering) using proven and experimental techniques. Deploy an online learning model where applicable
Why it would be awesome to work with us
FinOS, established by Allianz SE - the world’s most trusted financial service provider, headquartered in Munich, Germany (https://lnkd.in/fuu-rDH), is to pave the way to provide financial support to the unbanked through simple, affordable and tech-enabled financial products & services.
FinOS’s Data Science team works on some of the most challenging and fascinating problems in the financial industry. We foster a culture where we enjoy raising the bar constantly for ourselves and others, and that strongly supports the freedom to explore and innovate.
If you are haunted to bring financial inclusion to SEA, FinOS data team is your answer.
Location
Salary Expectation
Requirements
Skills
Must Have
Ideally
Responsibilities
Why it would be awesome to work with us
FinOS, established by Allianz SE - the world’s most trusted financial service provider, headquartered in Munich, Germany (https://lnkd.in/fuu-rDH), is to pave the way to provide financial support to the unbanked through simple, affordable and tech-enabled financial products & services.
FinOS’s Data Science team works on some of the most challenging and fascinating problems in the financial industry. We foster a culture where we enjoy raising the bar constantly for ourselves and others, and that strongly supports the freedom to explore and innovate.
If you are haunted to bring financial inclusion to SEA, FinOS data team is your answer.
Contact
Uyen Do uyen.do@finos.asia