Wells Fargo & Company (NYSE: WFC) is a leading global financial services company headquartered in San Francisco (United States). Wells Fargo has offices in over 30 countries and territories. Our business outside of the U.S. mostly focuses on providing banking services for large corporate, government and financial institution clients. We have worldwide expertise and services to help our customers improve earnings, manage risk, and develop opportunities in the global marketplace. Our global reach offers many opportunities for you to develop a career with Wells Fargo. Join our diverse and inclusive team where you will feel valued and inspired to contribute your unique skills and experience. We are looking for talented people who will put our customers at the center of everything we do. Help us build a better Wells Fargo. It all begins with outstanding talent. It all begins with you.
Market Job Description
About Enterprise Global Services
Enterprise Global Services (EGS) enables global talent capabilities for Wells Fargo Bank NA., by supporting over half of Wells Fargo's business lines and staff functions across Technology, Business Services, Risk Services and Knowledge Services. EGS operates in Hyderabad, Bengaluru and Chennai in India and in Manila, Philippines. Learn more about EGS at our International Careers website
Enterprise Functions Technology is responsible for supporting enterprise technology initiatives related to messaging and collaboration, risk technology, corporate systems data, and various internal systems and tools. Our services include support for database administration, data warehousing, email, Intranet, system development tools, HR systems, and General Ledger systems.
About the Role
Wells Fargo Model Risk Technology team within Enterprise Risk and Finance Technology organization is looking for a highly motivated and experienced Software Engineer with Quants and Machine learning background. This role will support the Model Validation platform which is leveraged for validation of all the Models ( Statistical, AI/ML, NLP and others) developed by Model Development COEs across the enterprise. Primary responsibilities will involve working with Data Scientists within Model Validation group and help in Data Sourcing, managing the platform built on top of multiple technologies like Hortonworks, IBM Spectrum Conductor for Spark, Watson ML Accelerator, GPU Clusters, Python, R, Scala, Anaconda, and used to build tools for validators using suite of state-of-the-art quantitative analytics software and machine learning algorithms like Gradient Boosting (various implementations), Random Forest, and Neural Networks (especially Deep Learning NN's involving recurrent, convolution, and LSTMs needed for modeling time series and dynamic processes).
As an Application System Engineer, the resource will be responsible for:
Primarily Support the Model Validation Platform.
Partnering with Validation and development teams to streamline the Model development and validation processes.
Support the business on Validation efforts and troubleshoot and provide guidance to validators on best practices and optimization techniques.
Partner with the LOB Validation/development teams to deliver technology solutions to address complex business requirements.
Work with business and technical leaders, sponsors, and analysts on problem understanding, requirements and architecture discovery, analyze complex business requirements, data analysis and modeling, design and write functional and technical specifications.
Take complete end-to-end ownership of one or more applications.
Lead and mentor junior technical team members.
Ensure Release software meets all requirements of Security, Quality, Extensibility, Performance, and Reusability.
Responsible for driving best practices for software development and documentation, assures designs meet requirements, and deliver high-quality work managing the schedules.
Work on generating ideas for Continuous Process Improvements, and delivering Proof of Concepts.
7+ years of experience delivering complex enterprise wide information technology solutions
3+ years of experience in Hadoop ecosystem tools for real-time batch data ingestion, processing and provisioning such as Apache Flume, Apache Kafka, Apache Sqoop, Apache Flink, Apache Spark or Apache Storm
3+ years of development experience with languages such as Python, Java, Scala, or R
2+ years of Unix administration.
Shell Scripting is a must.
Manage environments with Conda.
Good problem-solving skills.
Very good experience with pip, anaconda, and venv.
Experience with REST API's will be an added advantage.
Programming experience in Java and Scala is an added advantage.
We Value Diversity
At Wells Fargo, we believe in diversity and inclusion in the workplace; accordingly, we welcome applications for employment from all qualified candidates, regardless of race, color, gender, national or ethnic origin, age, disability, religion, sexual orientation, gender identity or any other status protected by applicable law. We comply with all applicable laws in every jurisdiction in which we operate.
Internal Number: 50355BR
About Wells Fargo
Wells Fargo & Company (NYSE: WFC) is a diversified, community-based financial services company with $1.9 trillion in assets. Wells Fargo’s vision is to satisfy our customers’ financial needs and help them succeed financially. Founded in 1852 and headquartered in San Francisco, Wells Fargo provides banking, investment and mortgage products and services, as well as consumer and commercial finance, through 7,400 locations, more than 13,000 ATMs, the internet (wellsfargo.com) and mobile banking, and has offices in 32 countries and territories to support customers who conduct business in the global economy. With approximately 260,000 team members, Wells Fargo serves one in three households in the United States. Wells Fargo & Company was ranked No. 29 on Fortune’s 2019 rankings of America’s largest corporations. News, insights and perspectives from Wells Fargo are also available at Wells Fargo Stories.
www.wellsfargo.com | Twitter: @WellsFargo