Distinguished Engineer - Artificial Intelligence %26 Machine Learning

US Bank Philadelphia , PA 19107

Posted 1 week ago

We are seeking an exceptional hands-on technical leader with a proven track record to join the U.S. Bank Digital Innovation team. This team is responsible for advancing the applied use of Artificial Intelligence and Machine Learning at U.S. Bank, defining the AI strategy and showcasing the potential for AI through early-stage solutions (e.g. "art of the possible") as well as supporting major enterprise-wide AI/ML initiatives.

Take on some of technology's greatest challenges and make a significant impact to millions of users by leveraging the bank's unique data assets to drive groundbreaking work in AI/ML that can be applied at massive scale across U.S. Bank lines of business. Work alongside digital and innovation leadership teams in a newly renovated office space downtown.

Distinguished Engineers are recognized as experts in one or more domains within U.S. Bank and across the industry. They represent the senior technical experts within the organization and have a strong track record of growing and influencing others.

As a Distinguished Engineer, you will be responsible helping to shape the go-forward AI strategy of the organization; working with senior leaders, vendors, and partners to influence business and technology roadmaps and the adoption of AI across the enterprise. In addition, you will teach, mentor, and grow other domain experts within the organization. Distinguished Engineers will connect teams to one another in a spirit of collaboration and will champion opportunities to make teams more efficient. This is an executive-level individual contributor role requiring excellent acumen in using technical prowess and ingenuity when representing U.S. Bank's AI/ML capabilities in internal and external forums.

The ideal candidate will have previously served in a leadership capacity in the use of AI/ML. He/She will play a diverse and far-reaching role in the organization, providing leadership and influencing adoption of technical solutions, strategies and design patterns across multiple teams and stakeholders.

Required Qualifications

  • Graduate degree (PhD preferred) in a quantitative discipline, e.g. Computer Science, Mathematics, Operations Research, Data Science, and 8 years of experience in a highly quantitative position.

  • Comprehensive knowledge of modern and cutting-edge ML techniques, tools, and best practices

  • 5 years of hands-on experience developing and operationalization advanced machine learning with track record of success and proven outcomes.

  • Ability to develop and debug in Python, Java, C or C . Proficient in git version control. R and Matlab are also useful.

  • Extensive experience with machine learning APIs and computational packages (e.g. TensorFlow, Theano, PyTorch, Keras, Scikit-Learn, NumPy, SciPy, Pandas).

  • Experience with big data architecture and distributed computing tools (e.g. Map/Reduce, Hadoop, Hive, Spark, Kafka, etc.)

  • Ability to design and evaluate key metrics of your model's performance which are aligned with business goals.

  • Proven track record of strong verbal/written communication and presentation skills, including an ability to effectively communicate with both business and technical teams.

Preferred Qualifications

  • Advanced time series analysis, natural language understanding, NLP or financial engineering background

  • Strong background in Mathematics and Statistics

  • Published research in areas of Machine Learning, Deep Learning or Reinforcement Learning at a major conference or journal or open-source contribution

  • Familiarity with big-data technologies such as Maven, Hadoop, Spark, SparkML, etc.

  • Experience with distributed systems, GPUs and cloud-based training of deep neural networks

  • High enthusiasm, integrity, ingenuity, results-orientation, self-motivation, and resourcefulness in a fast-paced environment

  • Knowledge in Reinforcement Learning or Evolutionary Learning

See if you are a match!

See how well your resume matches up to this job - upload your resume now.

Find your dream job anywhere
with the LiveCareer app.
Download the
LiveCareer app and find
your dream job anywhere
lc_ad

Boost your job search productivity with our
free Chrome Extension!

lc_apply_tool GET EXTENSION

Similar Jobs

Want to see jobs matched to your resume? Upload One Now! Remove
Director Of Product Management Machine Learning & Data Transformation

Comcast

Posted 2 weeks ago

VIEW JOBS 11/2/2018 12:00:00 AM 2019-01-31T00:00 Business Unit: The Customer Experience (CX) team is designing the ideal customer experience. This includes rethinking processes, policies, products and interaction models. Importantly, designing an ideal customer experience means evaluating the current experience, then applying the latest technologies and best practices to improve it. At Comcast, we believe that the Customer Experience is our single most important product and providing a simple and intuitive support experience, sometimes before a customer even notices there is a problem, is critical we are looking to transform the customer experience by leveraging machine learning to make more informed and personalized interactions. We are an Agile team that looks for new ways to use data and data models to improve the reliability of our service and our customer experience. THIS ROLE REQUIRES: * All aspects of a product lead in an Agile team. (Prioritize and writing user stories, facilitate feature grooming, managing the product backlog and providing guidance on future sprints). Experience as a platform product manager is a plus. * Work with other product managers to align on strategy and future releases and develop joint use cases. * Work with other platform owners to publish and model data. * Define and report on key feature and effectiveness metrics. * Ability to view the 'big picture' of challenges impacting the customer experience, including the technical, functional, process, and policy considerations and to creatively define solutions to those challenges * Strong interpersonal skills to work with a variety of product and technical teams responsible for their areas of the business, to deliver a unified customer experience. * Understanding of big data technologies such as Kafka, Cassandra, NiFi, Flink. * Ability to adopt the customer's perspective when defining new initiatives and product features THIS ROLE WILL: * Partner with diverse groups such as development, design, business unit and support teams to prototype and scale CX solutions based on feasibility and viability * Evaluate and prototype platforms and solutions via internal development and/or third-party partners to complete Comcast's end-state customer experience vision * Write user stories, maintain a product backlog, and prioritize bugs using Agile methodologies. * Drive the product development process and ensure timely delivery of product against the roadmap. * Consistently exercises independent judgment and discretion in matters of significance * Regular, consistent and punctual attendance. Must be able to work nights and weekends, variable schedule(s) as necessary * Travel to field locations to support focus group, training activities, and internal awareness * Other duties and responsibilities as assigned ADDITIONAL REQUIREMENTS * Bachelor's degree or equivalent experience * 10 plus years of related experience Comcast is an EOE/Veterans/Disabled/LGBT employer Comcast Philadelphia PA

Distinguished Engineer - Artificial Intelligence %26 Machine Learning

US Bank