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Sr. Data Scientist- Developer

Company: JPMorgan Chase
Location: Palo Alto
Posted on: June 20, 2022

Job Description:

The Data Scientist has- in depth understanding of the software development methodology, build, infrastructure, CI/CD Tools- strong ability to understand data relationships, can design efficient data models, and take initiative and ownership of data driven tasks.- understands the data model within the context of the technical environment and will design a model to leverage the strengths of the technical environment.- ability to work closely in partnership with the business, technology and project management partners applying communication skills, problem-solving skills, and knowledge of best practices**Responsibilities:**+ Collect and analyze large volume of data, improve data collection, data preparation, data labeling techniques and identify right features.+ Use large scale data processing frameworks such as Spark, AWS EMR for feature engineering and be proficient across various data both structured and un-structured.+ Design and train production quality ML models on large-scale datasets to solve various business use cases for CTO organization.+ Develop end-to-end ML pipelines for both real time and batch predictions and integrate with existing applications.+ Identify key model performance metrics; monitor and alert if model performance degraded and retrain the model when necessary.+ Build cloud native ML solutions and pipelines using distributed application architecture, such as container, Kubernetes.+ Work closely with JPMC line of businesses and identify new AI/ML usecases to improve IT operational efficiency within JPMC.+ Champion a DevOps model and provides support to drive the maturity of the ML development life cycle (MDLC)**Required Skills:**+ Advanced Degree in Computer Science, Data Science, Mathematics or equivalent field.+ Experience with machine learning techniques and advanced analytics (time series analysis, speech recognition or NLP)+ Experience with big data technologies (Hadoop, Spark etc), Snowflake, Databricks.+ Proficient with any of the AI/machine learning frameworks, statistical packages, and toolkits: Tensorflow, Amazon Machine Learning, Apache Spark, PyTorch, Scikit-learn, NumPy, Pandas etc.+ Fluent in at least one programming language e.g. Python, Java, C or C++.+ Experience working with end-to-end pipelines using frameworks like KubeFlow, TensorFlow, Apache Airflow.+ Experience in designing and building highly scalable distributed ML models in production environment and familiar with containers, Kubernetes.+ Excellent in communication and good team player.**Preferred** **Qualifications:**+ Experience with cloud-based technologies and tools especially in deployment, monitoring and operations, such as Data Dog, Prometheus, Splunk, Elasticsearch, Grafana+ Experience with modern development technologies and tools such Agile, CI/CD, Git, Terraform and Jenkins.+ Experience with Enterprise Cloud infrastructure (AWS, Azure, GCP) in a mission critical environmentJPMorgan Chase & Co., 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 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.The health and safety of our colleagues, candidates, clients and communities has been a top priority in light of the COVID-19 pandemic. JPMorgan Chase was awarded the "WELL Health-Safety Rating" for all of our 6,200 locations globally based on our operational policies, maintenance protocols, stakeholder engagement and emergency plans to address a post-COVID-19 environment.As a part of our commitment to health and safety, we have implemented various COVID-related health and safety requirements for our workforce. Employees are expected to follow the Firm's current COVID-19 or other infectious disease health and safety requirements, including local requirements. Requirements include sharing information including your vaccine card in the firm's vaccine record tool, and may include mask wearing. Requirements may change in the future with the evolving public health landscape. JPMorgan Chase will consider accommodation requests as required by applicable law.Equal Opportunity Employer/Disability/Veterans

Keywords: JPMorgan Chase, Palo Alto , Sr. Data Scientist- Developer, IT / Software / Systems , Palo Alto, California

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