Johnson & Johnson is on FGB’s Best Companies for Women of 2020.
FGB'ers gave this company a 4.3/5 in overall job satisfaction
FGB’ers working at Johnson & Johnson rated their manager’s support a 4.4/5
Global parental leave for all new parents (maternal, paternal, adoptive or surrogacy-assisted).
Global exercise reimbursement.
Two weeks off (one of them fully paid) for volunteer work.
Data Scientist - Finance Solutions and Technology (FS&T) Location: Singapore The scope of this role is to lead and support J&J Enterprise wide finance teams with insights gained from analyzing financial and non-financial data. This role is accountable for designing and delivering predictive and prescriptive analytics models by using large data sets and find opportunities for improvement in business planning process. This role will involve data mining, data analysis, data visualization, building and implementing predictive models using open source or self-service data science and Machine Learning platforms and provide meaningful insights to Finance leadership. This role will be the primary contact for data science work in J&J finance and will report under Global Data Analytics Manager in Finance Solutions & Technology Scope of this role will involve working with wide range of stakeholders, Business Analysts, Finance Directors and Technology teams. Major Duties & Responsibilities • Research and implement statistical and ML models for predictive analysis and decision support • Implement analytical models into production on the data science platform by collaborating with technology teams • Devise algorithms and models to mine big data stores, clean data for uniformity and accuracy, automate data collection & preparation process and analyze large data from big data platforms to discover trends and patterns • Communicate results and ideas to key decision makers and explain complex models in a simple manner to senior stakeholders • Present results to stakeholders through visualization tools and techniques • Monitor end to end integration of data science model from data gathering, data cleaning, production and integration with user systems and tools • Work on proof of concepts to solve a business problem in an agile manner • Monitor models for performance, develop checks against drifting and continuously improve the existing models • Collaborate with technology, engineering and Finance process teams • Keep up-to-date with latest technology trends in the space of data analytics and data science Qualifications Basic Qualifications Required Minimum Education: 3 to 5 years of relevant experience and Bachelors/Master’s in Statistics, Mathematics, Computer Science, Business Analytics, Finance or any quantitative discipline • Ability to lead and inspire individuals, foster teamwork and drive for common goals and achievements • Experience R/Python, SQL to manipulate data and draw insights from large data sets • Experience in working with data science cloud platforms AWS, Azure, Domino etc. • Experience in end to end implementation-taking model from concept to production • Experience in cognitive analytics including NLP/NLG, Recommendation Engine, Digital assistant etc. • Knowledge of Alteryx, Tableau/PowerBI, Rshiny • Good to have an understanding of ETL tools like Informatica, Talend etc. • Experience is using variety of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) • Experience in advanced statistical techniques and concepts (regression, properties of distributions, statistical tests and proper usage, etc.) • Experience in handling time series data • Continuous improvement mindset and critical thinking • Drive to learn and master new technologies and techniques • Experience with work prioritization and deadline changes • Good knowledge around risk management, compliance adherence and commitments • Experience working across multiple levels of business stakeholders, creating context around key business drivers and strategic plan • Good written and oral communication skills At Johnson & Johnson, we’re on a mission to change the trajectory of health for humanity. That starts by creating the world’s healthiest workforce. Through cutting-edge programs and policies, we empower the physical, mental, emotional and financial health of our employees and the ones they love. As such, depending on location and subject to local legislation, candidates offered employment may be required to show proof of COVID-19 vaccination or, in certain countries, secure an approved accommodation prior to the commencement of employment to support the well-being of our employees, their families and the communities in which we live and work. If you are invited to interview for the position, your recruiter will advise on the vaccine requirement status in your geographic location. Primary Location Singapore-Singapore-Singapore- Organization Johnson & Johnson Pte. Ltd. (8435) Job Function R&D Requisition ID 2206036425W
Child care benefits
Short term disability