Applied AI ML Lead - Senior Machine Learning Engineer - Commercial and Investment Bank

Applied AI ML Lead - Senior Machine Learning Engineer -mercial and Investment BankJob Description

Take a technical leadership position within JPMorgan'smercial & Investment Bank, where you'll harness cutting-edge AI techniques to revolutionize business decisions and automate processes.

As an Applied AI / ML Lead - Vice President - Machine Learning Engineer in the Applied AI ML team at JPMorganmercial & Investment Bank, you will be at the forefront ofbining cutting-edge AI techniques with thepany's unique data assets to optimize business decisions and automate processes. You will have the opportunity to advance the state-of-the-art in AI as applied to financial services, leveraging the latest research from fields of Natural Language Processing,puter Vision, and statistical machine learning. You will be instrumental in building products that automate processes, help experts prioritize their time, and make better decisions. We have a growing portfolio of AI-powered products and services and increasing opportunity for re-use of foundationalponents through careful design of libraries and services to be leveraged across the team. This role offers a unique blend of scientific research and software engineering, requiring a deep understanding of both mindsets. The role is initially that of an individual contributor, though there will be optional opportunity for management responsibility dependent on the candidate's experience.

Job responsibilities

Build robust Data Science capabilities which can be scaled across multiple business use cases Collaborate with software engineering team to design and deploy Machine Learning services that can be integrated with strategic systems Research and analyse data sets using a variety of statistical and machine learning techniques Document approaches taken, techniques used and processes followed toply with industry regulation Collaborate closely with cloud and SRE teams while taking a leading role in the design and delivery of the production architectures for our solutions

Required qualifications, capabilities, and skills
Hands on experience in an ML engineering role PhD in a quantitative discipline, Science, Mathematics, Statistics Track record of developing, deploying business critical machine learning models Broad knowledge of MLOps tooling - for versioning, reproducibility, observability etc Experience monitoring, maintaining, enhancing existing models over an extended time period Specialism in NLP orputer Vision Solid understanding of fundamentals of statistics, optimization and ML theory. Familiarity with popular deep learning architectures (transformers, CNN, autoencoders etc.) Extensive experience with pytorch, numpy, pandas Knowledge of open source datasets and benchmarks in NLP /puter Vision Hands-on experience in implementing distributed/multi-threaded/scalable applications (incl. frameworks such as Ray, Horovod, DeepSpeed, etc.) Able tomunicate technical information and ideas at all levels; convey information clearly and create trust with stakeholders.
Preferred qualifications, capabilities, and skills
Experience designing/ implementing pipelines using DAGs ( Kubeflow, DVC, Ray) Experience of big data technologies ( Spark, Hadoop) Have constructed batch and streaming microservices exposed as REST/gRPC endpoints Familiarity with GraphQL
About Us

Morgan is a global leader in financial services, providing strategic advice and products to the world's most prominent corporations,ernments, wealthy individuals and institutional investors. Our first-class business in a first-class way approach to serving clients drives everything we do. We strive to build trusted, long-term partnerships to help our clients achieve their business objectives.

We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at ourpany. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable amodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an amodation.

About the Team

Morgan'smercial & Investment Bank is a global leader across banking, markets, securities services and payments. Corporations,ernments and institutions throughout the world entrust us with their business in more than 100 countries. Themercial & Investment Bank provides strategic advice, raises capital, manages risk and extends liquidity in markets around the world. Job ID 300