- Ability to apply deep learning, machine learning models to help in designing, implementing and scaling marketing programs
- Ability to use marketing technology and apply data science methodologies to solve marketing problems
- Deep dive into the big datasets and prepare them for model building and training
- Design and build efficient and scalable deep learning and machine learning algorithms
- Evaluate the performance of the algorithms on image and/or text datasets
- Interpret model outputs and provide insights; present key findings and recommended next steps to clients
- Collaborate with other data scientists, software engineers, and business operation teams
- Audit deliverables ensuring accuracy by critically examining the data and reports against requirements
- Minimum 2-4 years of relevant experience
- Strong in statistics, machine learning
- Familiar with mainstream deep learning programming frameworks (e.g. TensorFlow, PyTorch)
- Excellent software development capabilities, preferably in Python/Scala with good programming style and work habits
- Strong analytical and storytelling skills; ability to derive relevant insights from large reports and piles of disparate data
- Comfortable working autonomously with broad guidelines
- Passion for data and analytics for marketing and eagerness to learn
- Excellent communications skills, both written and spoken; ability to explain complex technical concepts in plain English
- Ability to manage multiple priorities and projects, aligning teams to project timelines and ensuring quality of deliverables
- Work with business teams to identify business use cases and develop solutions to meet these needs using analytical approaches such as:
- Segmentation models, Propensity models, Cluster analysis etc.
- Manage regular reporting and ad-hoc data extract from other departments.
- Knowledge on analyzing digital campaigns and the tools/technologies of performance marketing
- Hands-on experience in digital marketing and/or 1:1 marketing in any channel; expert level knowledge in marketing and CRM
- Working knowledge in data visualization tools (Tableau, QlikView, etc.)
- Working knowledge of analytical/statistical techniques
- Experience in Hadoop environment – Hive, Presto is a plus
- Previous consulting experience is a definite plus
- Education: BS/BA degree or equivalent professional experience required Degree
- Experience: Minimum 3-5 years' professional experience in advanced analytics for a Fortune 500-scale company or a prominent consulting organization
- Tools: Reporting –Data Extraction tools, Advanced Excel, CRM Analytics, Campaign Marketing, Analytics knowledge – Campaign Analytics
- Creative focuses on large scale post production up to cutting edge CGI; we provide creative production services to support all ATL & BTL creative assets managed through our FLUiiD4 marketing workflow solution
- Commerce & Campaigns focuses on our clients' omni-channel digital operations, including web operations, conversion rate optimization, site merchandising & eCommerce operations, campaign operations, and system re-platforming
- Analytics, Insights & Reporting focuses on the full spectrum of data analysis from web and social analytics to more advanced predictive analytics and big data all underpinned by a strong business intelligence and visualization team
- Data Management focuses on all facets of data acquisition, integration, normalization, and quality across all data sets (customer, product, supplier, partner, sales, transactional, etc.), as well as Master Data Management and data governance/stewardship
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Data Scientist - Muntinlupa City - eClerx
Paglalarawan
Data Scientist
This is an individual contributor role responsible for the end-to-end delivery of analytics projects, which demands the ability to perform analysis directly for the client.
The successful candidate will have an extensive knowledge in the digital and marketing operations of large brands, particularly in the use of data and analytics contributing to day-to-day operations.
Position Responsibilities
In this position, you will be required to undertake the following activities
Required Skill Set/Expertise
Must Have
Good To Have
Eligibility Requirements
About eClerx Digital
eClerx Digital is a global digital service provider partnering with the world's leading brands primarily in luxury & fashion, retail, high tech, financial services, automotive and travel industries. We provide high impact consulting and value based production resources to drive greater insight, quality and creativity to deliver our clients digital priorities.
eClerx Digital powers the leading global brands digital channels with our four key solutions:
eClerx Digital is a division of eClerx Services which is a publicly traded company for 10+ years on the India stock exchanges. We employ over 17,000+ employees globally, have sales offices in New York, Silicon Valley, Austin, Chicago, London, Milan, Paris, Hamburg and Singapore and is supported by operations centres in India, Thailand & Phillipines
eClerx is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability or protected veteran status, or any other legally protected basis, in accordance with applicable law.
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