Decision Scientist - Chase - Associate

JPMorgan Chase
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Job Description

This is a hands-on data scientist role, where a candidate is expected to take on projects and to work on them end-to-end. In this role candidate is expected to demonstrate both technical excellence (i.e., building state-of-the art machine learning models), as well as show business acumen and interact with the stakeholders (e.g., Marketing, Customer Service, Finance, etc.), present results to the senior leadership and manage their expectations. Below are a few concrete projects that candidates could be working on:

  • Creating a segmentation of customers that is predictive for given business key performance indicator (KPI),
  • Optimizing marketing spend for better reach, conversion rates,
  • Building predictive transition models that can provide insights about customer’s behaviour in the future.

Key responsibilities will include:

  • Interact with stakeholders to understand key issues and gather requirements.
  • Build statistical concepts and form scientific insights to help promote informed actions across leadership teams.
  • Compile and analyse statistical data and use that information to support recommendations for actions and decisions.
  • Build state-of-the-art machine learning models and deploy these models following all relevant processes and governance.
  • Present results to senior leadership and manage expectations.

Your capabilities / Person requirements:

Qualifications

  • MSc or PhD in a computer science or STEM (science, technology, engineering or mathematics) related field or the foreign equivalent

Desired:

  • Evidence of real-life experience with end-to-end machine learning projects
  • Statistics and Machine Learning
  • In-depth knowledge of statistics and machine learning (required: supervised and unsupervised learning)
  • Understanding of current challenges surrounding artificial intelligence: A.I. ethics, fairness, data leakage, model drift, etc.

Desired:

  • Reinforcement learning (including multi-armed bandits)
  • Multi-task learning
  • Transfer learning
  • Semi-supervised learning

Software

  • Experience using Python and related libraries (required: TensorFlow; desired: PyTorch, TF probability, GPFlow)
  • Desired:
  • Understanding of distributed systems and cloud technologies (AWS, GCP, Azure, etc.)
  • Understanding of relational databases
  • Understanding of data streaming and messaging frameworks (Kafka, Spark Structured Streaming, Flink, etc.)
  • Experience with SQL (any dialect)
  • Experience with containers and container-based deployment environment (Docker, Kubernetes, etc.)

Soft Skills

  • Ability to work in a collaborative environment and coach other team members on coding practices, design principles, and implementation patterns that lead to high-quality maintainable solutions.
  • Ability to work in a dynamic, agile environment within a geographically distributed team
  • Ability to focus on promptly addressing customer needs
  • Ability to work within a diverse and inclusive team
  • Technically curious, self-motivated, versatile and solution oriented
  • Excellent written and verbal communication skills in English

ABOUT US

J.P. Morgan is a global leader in financial services, providing strategic advice and products to the world’s most prominent corporations, governments, 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 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. In accordance with applicable law, we make reasonable accommodations for applicants’ and employees’ religious practices and beliefs, as well as any mental health or physical disability needs.

Company Info.

JPMorgan Chase

For over 200 years, JPMorgan Chase & Co has provided innovative financial solutions for consumers, small businesses, corporations, governments and institutions around the world. Today, we're a leading global financial services firm with operations servicing clients in more than 100 countries. JPMorgan Chase & Co. is an American multinational investment bank and financial services holding company headquartered in New York City. JPMorgan Chase

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