AI Engineer | For pooling
ABS-CBN Corporation
- Quezon City, PhilippinesGround Floor ELJ Building, ABS-CBN Compound, Mother Ignacia Avenue, 1100 Metro Manila, Quezon City, Metro Manila, PhilippinesQuezon CityMetro ManilaPhilippinesPhilippines
- Toàn thời gianFULL_TIME
Công việc đã đóng.
Miêu Tả Về Công Việc
- Formulate and implement methodologies to combine traditional and emerging AI technologies/ techniques to profile and understand the diversity of users/ customers of various digital properties in ABS-CBN
- Employ data cleansing, transformation, and feature reduction to understand user/ customer profile and behavior (e.g. socio-demographics, viewing patterns, interest/ preference, platform usage, etc.) across different digital properties and subsequently perform correspondence analysis, cross tabulations, clustering analysis, and/ or segmentation techniques to identify prominent/ relevant features.
- Understand how the data collected from these digital properties are structured and find relationships between these structures and the actual impac to the users/ customers.
- Serve as a cross-product (ABS-CBN's vast news content and other digital assets) expert, providing technical guidance in Natural Language Processing (NLP) specifically, information retrieval, data mining, predictions, and machine learning/ deep learning experiments and projects.
- Apply NLP techniques to determine tags and extract nuances that may be vital in developing and improving the end-to-end recommendation engine for all digital platforms and purchasing channels.
- Iteratively expand and improve on implemented solutions by collaborating and validating with relevant stakholders and teams.
- Continuously identify new opportunities to apply the technologies/ techniques.
Trình độ tối thiểu
- 2+ years industry experience in building end-to-end systems that leveragee machine learning, deep learning, natural language processing technologies.
- Computer science fundamentals: data structures, algorithms, etc.
- Experience in one or more data sciences languages or toolkits such R, Python, numpy, pandas, scikit-learn, Tensorflow, etc.
- Probability and statistics: statistical measures, distributtions, hypothesis testing, regressions, etc.
- Experience working with relational SQL and NoSQL data stores.
- Familiarity with the most commonly used Machince Learning and Deep Learning algorithms and techniques.
- Strong written and verbal communication skills: ability to explain technical concepts to a non-technical audience.
- Bachelor's/ Master's in Computer Science, Artificial Intelligence, Machine Learning, Data Science. Statistics, Engineering, or related technical fields.
Tóm tắt công việc
- Trình Độ Công Việc
- Mới Tốt Nghiệp/ Trình Độ Tập Sự
- Ngành Nghề
- IT and Software
- Yêu cầu học vấn
- Tốt nghiệp Cử nhân
- Nhà tuyển dụng trả lời hồ sơ
- Sometimes
- Địa chỉ văn phòng
- Ground Floor ELJ Building, ABS-CBN Compound, Mother Ignacia Avenue, 1100 Metro Manila, Quezon City, Metro Manila, Philippines
- Ngành nghề
- Entertainment / Film / News and Current Affairs / Public Service / Publishing / Digital, etc.
- Vị trí đang tuyển
- 2 vị trí tuyển dụng mới
- Trang web
- https://careers.abs-cbn.com/
Về ABS-CBN Corporation
ABS-CBN is considered one of the country’s leading media and entertainment companies, with service offerings across the different platforms of media, servicing a wide array of customer segments.
As an organization, ABS-CBN affirms its mission of being in the service of the Filipino and all of its stakeholders worldwide. The company is driven to pioneer, innovate and adapt as it continues to provide information, news and entertainment that connects Filipinos with one another and with their community - wherever they may be. ABS-CBN is firmly committed to pursuing excellence.
ABS-CBN’s line of businesses include:
• Content Production and Distribution is comprised of content exhibition on free terrestrial television (TV), cable channels and on-line streaming platforms; global operations; films or movies; music; narrowcast; digital; print and on-line publications; and live events and concerts.
• News and public affairs programs; News delivery platforms
• The company delivers television programming outside of the Philippines to over 3 million viewers in North America, the Middle East, Europe, Japan, Australia, Canada, and other countries in Asia, through the internet and the Company’s global distribution platform, TFC, using DTH satellite service, cable television channels, IPTV, mobile applications and video streaming services.
• Films
• Music
• Digital
• Live events and concerts
• Cable and broadband
Teams working in ABS-CBN live out these core values, collectively called “The Kapamilya Way”:
• Service Orientation
• Meritocracy
• Excellence
• Teamwork and Partnerships
• Teaching and Learning
• Honesty, Integrity, and Respect