Job profile
Position overview
At pnc, our people are our greatest differentiator and competitive advantage in the markets we serveWe are all united in delivering the best experience for our customers.
As a machine learning engineer within pnc`s c&ib data management organization, you will be based in pittsburgh, pa or strongsville, oh or remote.
This position will work collaboratively to advance use cases for the c&ib data science organizationThese use cases promote operational efficiencies, profitability and deeper our research into client behavior and servicing
Experience with: lead scoring, time series analysis and classification, ranking of prospects, deep learning, probalistic models, hyperparameter optimization
Technology stack: pyspark, gluon/neural networks, pandas, tensorflow, linux, hadoop, python3, git, anaconda, sql
Job description
Develops cross-functional, multi-platform machine learning software systemsLeverages technical knowledge and industry experience to design, build and maintain technology solutions.
Utilizes knowledge of probability and statistics to create machine learning algorithmsApplies higher level math to build new models and validate existing models.
Possesses machine learning industry knowledge and stays current on best practices, hot topics, and emerging trendsUtilizes industry knowledge to inform decisions and recommendations to line of business partners.
Performs application programming activities including, coding, testing, debugging, documenting, maintaining, and modifying machine learning systems.
Engages in data modeling to identify the underlying structure of a dataset and finds patterns or properties, which lead to machine learning improvement recommendations.
Pnc employees take pride in our reputation and to continue building upon that we expect our employees to be:
Customer focused - knowledgeable of the values and practices that align customer needs and satisfaction as primary considerations in all business decisions and able to leverage that information in creating customized customer solutions.
Managing risk - assessing and effectively managing all of the risks associated with their business objectives and activities to ensure they adhere to and support pnc`s enterprise risk management framework.
Competencies
Application delivery process – knowledge of major tasks, deliverables, and formal application delivery methodologies; ability to utilize these in order to deliver new or enhanced applications.
Application development tools – knowledge of and ability to utilize a variety of specific tools and toolkits for the development and support of applications.
Application testing – knowledge of application testing and ability to design, plan and execute application testing strategies and tactics to ensure software quality throughout all stages of application development.
Artificial intelligence – knowledge of the concepts, technologies and methodologies of artificial intelligence (ai); ability to develop, implement and/or apply artificial intelligence products and services in specific industry domain to achieve business goals.
Consulting – knowledge of techniques, roles, and responsibilities in providing technical or business guidance to clients, both internal and external; ability to apply this knowledge appropriately to diverse situations.
Emerging technologies – knowledge of and ability to design, apply and evaluate new information technologies for business environments in order to improve work productivity and accuracy.
It industry: trends & directions – knowledge of and ability to analyze marketplace experiences, developments and trends related to the function of information technology (it).
Packaged application integration – knowledge of and the ability to implement packaged application software and integrate it with company applications, databases and technology platforms.
Problem solving – knowledge of approaches, tools, techniques for recognizing, anticipating, and resolving organizational, operational or process problems; ability to apply this knowledge appropriately to diverse situations.
Software process improvement (spi) – knowledge of formal software process improvement disciplines, and ability to assess and improve the quality and operating costs associated with an existing application.
Technical troubleshooting – knowledge of technical troubleshooting approaches, tools and techniques, and the ability to anticipate, recognize, and resolve technical (hardware, software, application or operational) problems.
Work experience
Roles at this level typically require a university / college degree, with 3+ years of relevant / direct industry experienceCertifications are often desiredIn lieu of a degree, a comparable combination of education and experience (including military service) may be considered.
Education
Bachelors
Additional job description
Benefits
Pnc offers employees a comprehensive range of benefits to help meet your needs now and in the futureDepending on your eligibility, options for full-time employees include medical/prescription drug coverage (with a health savings account feature); dental and vision options; employee and spouse/child life insurance; short- and long-term disability protection; maternity and parental leave; paid holidays, vacation days and occasional absence time; 401(k), pension and stock purchase plans; dependent care reimbursement account; back-up child/elder care; adoption assistance; educational assistance and a robust wellness program with financial incentivesTo learn more about these and other programs, including benefits for part-time employees, visit pncbenefits.com > new to pnc .
Disability accommodations statement:
The pnc workplace is inclusive and supportive of individual needsIf you have a physical or other impairment that might require an accommodation, including technical assistance with the pnc careers website or submission process, please call 877-968-7762 and select option 4: recruiting or contact us via email at pathfinder@pnc.com.
The human resources service center hours of operation are monday - friday 9:00 am to 5:00 pm et.
Equal employment opportunity (eeo):
Pnc provides equal employment opportunity to qualified persons regardless of race, color, sex, religion, national origin, age, sexual orientation, gender identity, disability, veteran status, or other categories protected by law.
California residents
Refer to the california consumer privacy act privacy notice to gain understanding of how pnc may use or disclose your personal information in our hiring practices.
