Senior Data Scientist-Geospatial

1 week ago

Pasig, National Capital Region, Philippines UnionBank of the Philippines Full time

Job Description

You will be mainly working as a senior data scientist leading geospatial projects in the Geospatial domain. You will work with a group of data scientists in a Research and Development group. The roles and task assignments in the team are dynamic, you along with other data scientists will work on multiple strategic projects with cutting edge innovation potential to create POCs of innovative ideas starting from ideation to development and implementation.

Essential Duties and Responsibilities

  1. Collaborate closely with business stakeholders to understand their processes, business problems, challenges, and objectives. Identify opportunities to leverage AI and the respective domain expertise to drive efficiency, improve decision-making, and enhance customer experience. Goal alignment: Aligns stakeholder interests with the domain team's strategic objectives.
  2. Collaborate with a cross-functional team of data scientists, engineers, and subject matter experts to create and develop innovative AI solutions.
  3. Experimentation and prototyping: Lead and strong individual contributor driving technology development for our AI research experimentation and innovative prototype development. Brings new emerging AI tech into relevant prototypes for the company. Facilitates the data science lifecycle from data collection to model deployment in collaboration with relevant stakeholders and partners.
  4. Identify, collect, and curate relevant data from diverse sources, including open-source, government, and internal infrastructure. Ensure data quality, privacy, and security compliance.
  5. Manage and oversee AI projects within your domain, ensuring timely delivery, adherence to quality standards, and alignment with business objectives.
  6. Creates and maintains roadmaps of the team to provide a high-level framework for strategy, timing and future work.
  7. Fosters a culture of innovation and knowledge sharing within the AI team. Shares insights, best practices, and technical concepts effectively to both technical and non-technical audiences.
  8. Ensures the success of the domain through management of the related projects along with appropriate stakeholder management.
  9. Stays up-to-date on the latest advancements in AI research and development; and communicates findings and technical concepts effectively to both technical and non-technical audiences. Serves as a subject matter expert in AI, providing guidance, consultation, and collaboration across the bank.
  10. Connects and collaborates with academic partners.
  11. Publication contributor: Leads or co-authors at least 1 relevant publication per year that is peer-reviewed at recognized conferences/journals in the field.
  12. Drives initiatives to promote the adoption of geospatial data across the bank, providing guidance, training, and support to various departments.

Key Performance Indicator

  1. Project and domain performances
  2. Prototype building, fail fast experiments, deployment of new strategic initiatives that passed POC
  3. Academic and Innovation Interactions [Submission of grants and awards, Scientific Paper Publication]
  4. Improvement to teams Ways of Working
  5. Learning sessions conducted
  6. Adoption of Geospatial Analytics for enterprise use.

Educational Attainment

  1. Preferably a Masters degree in a field related to AI and Data Science, such as Computer Science, Statistics, Data Engineering, Applied Mathematics, etc.

Tools Needed

  1. Proficiency in Python to do data science tasks. Preferably experienced in using Jupyter notebooks.
  2. Familiarity with at least one data science development platform, such as Databricks, Cloudera or any similar platform.
  3. Familiarity with machine learning frameworks like TensorFlow, PyTorch, or scikit-learn.
  4. Ability to manage and provision cloud services on platforms like AWS, Azure, or GCP for cloud compute and data products.
  5. Proficiency in SQL for working with relational databases.
  6. Experience with interacting with NoSQL databases.
  7. Data visualization tools such as Matplotlib, Seaborn or Plotly.
  8. Basic familiarity with analytics tools used for dashboarding such as PowerBI or Tableau.
  9. Proficiency in version control systems for collaboration like Git.
  10. Familiarity with Google Earth Engine to collect and process Satellite Imagery. Familiar with geospatial analytics tools (e.g., software, python packages), concepts, and techniques.

Skills Needed

  1. Effectively communicate and collaborate with stakeholders to understand their needs, align expectations, and drive project success.
  2. Possess a deep understanding of fundamental AI concepts, including machine learning, deep learning, and neural networks.
  3. Conduct A/B testing experiments to evaluate the effectiveness of AI models and optimize their performance.
  4. Have experience developing minimum viable product (MVP) applications to quickly iterate and gather user feedback.
  5. Understand basic database principles and techniques to ensure efficient data storage, retrieval, and query performance.
  6. Apply knowledge of system architecture and performance optimization to improve the efficiency and scalability of AI solutions.
  7. Proficient in creating scripts to automate repetitive tasks and streamline workflows.
  8. Skilled in web scraping techniques to extract data from websites for analysis and training.
  9. Demonstrate strong technical capabilities and a willingness to learn new technologies and tools.
  10. Possess excellent problem-solving and analytical skills to identify and address challenges in AI projects.
  11. Ability to work independently with minimal supervision while maintaining high standards of quality and productivity.
  12. Easily learn and integrate new features and capabilities into existing systems.
  13. Basic to advanced Geospatial Analysis: Expertise in using GIS software (e.g., ArcGIS, QGIS) and spatial data processing tools to analyze and visualize geographic data.
  14. Proficiency in Geospatial Programming: Strong skills in geospatial programming languages (e.g., Python, R) and libraries (e.g., GeoPandas, GDAL, Shapely) for automating spatial data workflows and developing custom geospatial solutions.

Training and Certifications

  1. (plus) Data Science Certifications
  2. (plus) AWS Cloud Certifications

Experience:

  1. Minimum 3+ years of experience developing AI projects in an industry setting.
  2. Minimum of 2+ years of experience working with geospatial use cases.

Seniority level: Mid-Senior level

Employment type: Full-time

Job function: Science, Information Technology, and Research

Industries: Banking

#J-18808-Ljbffr

  • Senior Data Scientist

    2 weeks ago

    Pasig, National Capital Region, Philippines UnionBank of the Philippines Full time

    Senior Data Scientist - Natural Language Processing & VoiceJob SummaryYou will be mainly working as a senior data scientist as a lead of NLP and Voice projects in the NLP and Voice domain. You will work with a group of data scientists in a Research and Development group. The roles and task assignments in the team are dynamic, and you, along with other data...

  • Senior Product Sales Representative for Geospatial Services

    2 days ago

    Pasig, National Capital Region, Philippines Geospectrum Marketing Services Full time

    Job SummaryWe are seeking a Senior Product Sales Representative for Geospatial Services to join our team at Geospectrum Marketing Services. As a key member of our business development team, you will play a crucial role in driving sales growth and enhancing our company's value proposition.ResponsibilitiesDevelop and present commercial proposals for each...

  • Geospatial Product Sales Specialist

    2 weeks ago

    Pasig, National Capital Region, Philippines Geospectrum Marketing Services Full time

    HRD and Administrative Manager @ Geospectrum | BOSH, First Aid, Recruiting ExpertKey Responsibilities:Co-developing new marketing initiatives and strategies with the team, focusing on geospatial and remote sensing technologies.Enhancing the company's value proposition to current and past clients by integrating technical expertise in Remote Sensing, GIS, and...

  • Geospatial Product Sales Specialist

    2 weeks ago

    Pasig, National Capital Region, Philippines Geospectrum Marketing Services Full time

    Key Responsibilities:Co-developing new marketing initiatives and strategies with the team, with a focus on geospatial and remote sensing technologies.Enhancing the company's value proposition to current and past clients by integrating technical expertise in Remote Sensing, GIS, and satellite imagery into the marketing approach.Maintaining a detailed...

  • Geospatial Project Manager

    3 days ago

    Pasig, National Capital Region, Philippines Geodata Systems Technologies Full time

    Job DescriptionWe are seeking a Senior Consultant to join our team and take on key responsibilities such as preparing proposals, developing GIS solutions, and managing projects. The ideal candidate will have a strong background in GIS/mapping projects, excellent knowledge of ArcGIS, and proven project management skills.You will be working closely with...

  • Senior Data Scientist-Graph Analytics

    2 weeks ago

    Pasig, National Capital Region, Philippines UnionBank of the Philippines Full time

    Job DescriptionYou will be mainly working as a data scientist with additional roles and responsibilities as a lead of a specific AI field called Graph domain. You will work with a group of data scientists in a Research and Development group. The roles and task assignments in the team are dynamic, you along with other data scientists will work on multiple...

  • Data Scientist-Graph Analytics

    2 weeks ago

    Pasig, National Capital Region, Philippines UnionBank of the Philippines Full time

    The team you are joiningIn the AI CoE, we are looking at mid and long-term innovation opportunities driven by AI. A data scientist in the AI CoE will therefore focus on research explorations, new business use cases for the bank and also for the conglomerate Aboitiz. This will entail collaborations internally but also with external partners to leapfrog our...

  • Senior Data Analyst Position Available

    3 days ago

    Pasig, National Capital Region, Philippines Nielseniq Full time

    Our MissionNielseniq exists to count everyone and aims to systematically embed inclusion and diversity into all aspects of our workforce, measurement, and products. We're committed to reflecting the diversity of the clients, communities, and markets we measure within our own workforce.Job RequirementsWe're seeking a Lead Data Scientist who can drive...

  • Data Scientist

    4 days ago

    Pasig, National Capital Region, Philippines JWay Group, Inc. Full time

    About JWay Group, Inc.JWay Group, Inc. is dedicated to delivering innovative and high-quality business solutions to our clients. We foster a culture of collaboration, continuous improvement, and client satisfaction. Join our team and be a part of a company that values excellence and professional growth.Position Overview:We are seeking a talented and...

  • Senior Data Scientist-NLP

    2 weeks ago

    Pasig, National Capital Region, Philippines UnionBank of the Philippines Full time

    Talent Attraction Officer | Sourcing for the best talents | #NextGenBank | Technology | TransformationJob DescriptionCollaborate closely with business stakeholders to understand their processes, business problems, challenges, and objectives. Identify opportunities to leverage AI and the respective domain expertise to drive efficiency, improve...

  • High-Level Data Scientist Role

    2 days ago

    Pasig, National Capital Region, Philippines Anonymous Full time

    Creating a High-Performing Data Engineering TeamWe are seeking a high-level data scientist to lead our data engineering team and drive strategic initiatives.About the Job:The successful candidate will possess advanced technical expertise in data engineering, programming, and data warehouse technologies.Data Engineering Expertise: In-depth knowledge of data...

  • Data Scientist

    2 weeks ago

    Pasig, National Capital Region, Philippines Jollibee Group of Companies Full time

    Select how often (in days) to receive an alert:The Data Scientist is responsible for the effective execution of a wide range of analytics projects within the PH Finance Analytics hub as guided by the CRISP-DM Process.Drawing on his/her deep technical expertise in data analysis and synthesis, statistical programming and modeling, among other quantitative...

  • Data Scientist

    3 days ago

    Pasig, National Capital Region, Philippines Trend Micro Full time

    Direct message the job poster from Trend MicroHuman Resources @Trend Micro | RecruiterAs the number of cyberattacks and digital threats continue to grow, our world needs more passionate and innovative individuals who seek to be trailblazers in and shapers of the rapidly evolving cybersecurity landscape.At Trend Micro, we offer tremendous opportunities that...

  • Remote Sensing Business Development Specialist

    2 weeks ago

    Pasig, National Capital Region, Philippines Geospectrum Marketing Services Full time

    Remote Sensing Business Development SpecialistKey Responsibilities:Co-developing new marketing initiatives and strategies with the team, focusing on geospatial and remote sensing technologies.Enhancing the company's value proposition to current and past clients by integrating technical expertise in Remote Sensing, GIS, and satellite imagery into the...

  • Marketing and Sales Specialist in Remote Sensing

    2 weeks ago

    Pasig, National Capital Region, Philippines Geospectrum Marketing Services Full time

    Marketing and Sales Specialist in Remote Sensing1 day ago Be among the first 25 applicantsDirect message the job poster from Geospectrum Marketing ServicesKey Responsibilities:Co-developing new marketing initiatives and strategies with the team, focusing on geospatial and remote sensing technologies.Enhancing the company's value proposition to clients by...

  • Senior Data Analyst

    1 day ago

    Pasig, National Capital Region, Philippines NielsenIQ Full time

    About UsNielsenIQ is the world's leading consumer intelligence company, delivering the most complete understanding of consumer buying behavior and revealing new pathways to growth.In 2023, NielsenIQ combined with GfK, bringing together the two industry leaders with unparalleled global reach. With a holistic retail read and the most comprehensive consumer...

  • Product Development Scientist

    2 weeks ago

    Pasig, National Capital Region, Philippines Universal Robina Corporation Full time

    Grow Beyond UR Job with URCUniversal Robina Corporation is looking for a Product Development Scientist (Snacks Category).The Product Development Scientist (Snacks Category) will work on materials and/or processes to create pipelines of consumer-centric products and platform projects. He or she will work on new scientific technologies and advancements to find...

  • Product Development Scientist

    1 week ago

    Pasig, National Capital Region, Philippines Universal Robina Corporation Full time

    Universal Robina Corporation is looking for a Product Development Scientist (Bakery/Confectionery).The Product Development Scientist will work on materials and/or processes to create pipelines of consumer-centric products and platform projects. He or she will work on new scientific technologies and advancements to find solutions/scientific evidence to...

  • Senior Cloud Data Engineer AVP

    2 days ago

    Pasig, National Capital Region, Philippines Michael Page Full time

    About Our ClientWe are a fast-growing digital bank seeking a highly skilled Senior Data Operations and Cloud Platform Engineer to lead our data operations and cloud platform initiatives.Job DescriptionData Operations and EngineeringData Pipeline Optimization: Optimize and maintain data pipelines to ensure efficiency and scalability.Data Quality Assurance:...

  • Strategic Data Leader

    7 days ago

    Pasig, National Capital Region, Philippines Intro Recruitment Asia Full time

    Job OverviewAs a Business Intelligence Manager at Intro Recruitment Asia, you will be responsible for leading a team of data scientists, analysts, and engineers to drive business growth through data-driven decision making.Key ResponsibilitiesOversee business intelligence projects from start to finish, including data collection, modeling, dashboard creation,...