Department Overview
Building a World-Class, Diverse and Inclusive Technology Team
We can't afford to be boring. Neither can you. The scale and scope of what TD does may surprise you. The rapid pace of change makes it a business imperative for us to be smart and open-minded in the way we think about technology. TD's technology and business teams become more intertwined as new opportunities present themselves. This new era in banking does not equal boring. Not at TD, anyway.
TD Applications & Systems Development covers technical planning, integration, systems analysis, design, development, unit and component systems testing, support-maintenance, and more. Meaningful, effective relationship-building is part of what these highly-skilled experts do best as they work together with technology project managers, delivery partners, business and systems analysts, testing and quality assurance teams, sponsors and so many other stakeholders to clarify requirements.
There's room to grow in all of it.
*Job Description
- The Senior Analytic Solution Designer – Big Data is part of the Analytics & Visualization Team within Enterprise Information Management. This role is responsible for working with internal and external technology partners to design and develop advanced analytic solutions which solve business problems, effectively communicate the findings to business and IT leaders and provide support and knowledge transfer to Analytic Developers. We are looking for an energetic technical lead, who can drive Analytics projects into production.
Here's some of what you may be asked to perform:
- Data preparation and transformation using Hadoop components such as Hive, Impala and Spark
- Model development using analytic tools such as Python and Spark ML-Lib
- Development and Deployment of Models into Production
- Evaluation of new technologies to improve ease of use of Analytics platform
- Lead automation and monitoring of services in Analytics platform
- Identification of the appropriate machine learning techniques to be used
- Application of Multivariable Calculus and Linear Algebra for predictive performance and algorithm optimization
- Manage project workload and ensure the development standards are respected
- Update assigned tasks in sprint management system and provide updates in line with agile methodologies.
- Provide on-going communications on project status and systems restrictions.
- Act as the technology subject matter expert (SME) on "Big Data" technology projects
- Lead the ongoing development of the team by sharing information, knowledge, expertise and lessons learned on a regular basis
- Design proof-of-concept solutions and prototyping for new patterns based on defined requirements and overseeing solution implementation
- Provide direction to analytic developers on solution development implementation
- Perform code and unit test reviews with developers
- Ensure high quality work and maintenance of standards within own area of responsibility
- Participate in project committees as necessary to provide guidance and support on InfoEx technology and act as a key contact for specific business processes, projects or procedures
- Data Visualization and Analytic Diagram creation
*Job Requirements What can you bring to TD? Share your credentials, but your relevant experience and knowledge can be just as likely to get our attention. It helps if you have:
- Post secondary degree: Computer Science, Engineering or similar degree preferred
- M.S. or PhD in a relevant technical field is an asset: Statistics, Mathematics, Computer Science and Machine Learning
- A minimum of 3-5 years of experience in statistical analysis, machine learning and analytics related roles
- Proven track record of operationalizing code into Production
- Significant experience with Hadoop projects, distributed computing, data and systems management and Hadoop components such as Hive, Spark, etc.
- Exposure to Apache Spark using Scala/Python and machine learning with MLlib and/or Scikit-learn is a preferred asset
- Experience with one or more of the following is a definite plus:
- Text processing
- Previous experience with SAS
- Deep learning algorithms and libraries
- Knowledge of Unix/Linux is essential: Hadoop utilities, Java, and virtual environments;
- Strong understanding of the EETS supported businesses, their operations; and their key customers and transaction systems
- Demonstrated history of being self-motivated, energetic, results-driven, and executing with excellence
- Exceptional analytical and problem solving skills; uses strong communication skills to communicate complex issues in easily understandable terms
- Effective inter-personal skills working well with a fast moving team; able to build and maintain strong relationships with business and technology partners
Additional Information Join in on what others in TD Technology Solutions are doing:
- Inspire a positive work environment and help champion quality, innovation, teamwork and service to the business.
- Learn voraciously, stretch your thinking, share your knowledge and educate others.
- Communicate and collaborate with both technical and non-technical professionals.
- Cultivate winning relationships by building trust with business and technology partners.
- Share our commitment to productivity, effectiveness and operational efficiency.
- Embrace change and witness amazing things happen – from the inside.
by via developer jobs - Stack Overflow
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