Are you passionate about data science with a comprehensive understanding of analytical principles, tools, technologies, and the capability to convey insights to both executive and non-technical audiences? If so, this could be the ideal opportunity for you.
As a Applied Artificial Intelligence- Machine Learning- Senior Associate, on the Instrumentation & Metrics (I&M) team, you are in integral part of the team that will be responsible for leveraging your expertise in data science; machine learning to develop and maintain production grade models using various analytical techniques. You will provide ad-hoc analytics support to the Payments organization, transforming complex data into actionable insights. Additionally, you will guide the team on best practices and techniques in data science; machine learning, ensuring the effective use of data to drive business decisions.
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The Data Science & Analytic Solutions (DSAS) team is responsible for analytic support of the Commercial Investment Bank (CIB) Payments organization. As key partners with Payments, the DSAS team is central in adding data insights to help form business strategy through collaboration with business stakeholders. Key drivers to success are the effective management of data assets, analytical/visualization tools, disciplines and controls used for business readiness, process, and procedures. This includes creation of project plans, data workflows, dashboards, and ad-hoc analyses that contribute to strategic objectives.
Job responsibilities
- Designs, develops, and deploy machine learning models in production environments
- Utilizes Python and machine learning frameworks such as TensorFlow, PyTorch, Scikit-learn, ... to develop models
- Identifies and selects appropriate features to improve model predictions
- Performs data preprocessing and feature engineering to prepare datasets for model training
- Address machine learning challenges with strong analytical and problem-solving skills
- Communicates complex machine learning concepts and results effectively to diverse audiences across various levels of the banking organization, including those unfamiliar with advanced machine learning techniques
- Participates in training sessions and workshops to enhance skills and knowledge
- Research and implementation of state-of-the-art techniques to improve model performance
Required qualifications, capabilities, and skills
- Bachelor's or Master's degree in machine learning, artificial intelligence, statistics, mathematics, data science, or a closely related technical field, with 4+ years of hands-on experience in machine learning
- Demonstrated expertise in machine learning algorithms, model development, and deployment. Proven track record of building and implementing machine learning models in production environments
- Proficiency in Python, with extensive experience using machine learning frameworks and libraries such as TensorFlow, PyTorch, and Scikit-learn. Familiarity with ML-specific tools and platforms like MLflow, or similar
- Ability to perform model optimization, hyperparameter tuning, and evaluation using techniques such as cross-validation, A/B testing, and performance metrics analysis
- Problem-Solving Skills: Strong analytical and problem-solving skills specifically related to machine learning challenges, including data preprocessing, feature engineering, and model selection
- Excellent written and verbal communication skills to effectively convey complex machine learning concepts and results to both technical and non-technical stakeholders
Preferred qualifications, capabilities, and skills
- Familiarity with the financial services industry and its specific machine learning applications
- Experience in natural language processing (NLP) and advanced analytics techniques relevant to machine learning
- Understanding of financial products and services, including trading, investment, and risk management, with a focus on machine learning applications
ABOUT US
JPMorganChase, one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.
We offer a competitive total rewards package including base salary determined based on the role, experience, skill set and location. Those in eligible roles may receive commission-based pay and/or discretionary incentive compensation, paid in the form of cash and/or forfeitable equity, awarded in recognition of individual achievements and contributions. We also offer a range of benefits and programs to meet employee needs, based on eligibility. These benefits include comprehensive health care coverage, on-site health and wellness centers, a retirement savings plan, backup childcare, tuition reimbursement, mental health support, financial coaching and more. Additional details about total compensation and benefits will be provided during the hiring process.
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 our company. 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 accommodations 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 accommodation.
JPMorgan Chase & Co. is an Equal Opportunity Employer, including Disability/Veterans
ABOUT THE TEAM
J.P. Morgan's Commercial & Investment Bank is a global leader across banking, markets, securities services and payments. Corporations, governments and institutions throughout the world entrust us with their business in more than 100 countries. The Commercial & Investment Bank provides strategic advice, raises capital, manages risk and extends liquidity in markets around the world.