Overview
Overview
Duties: Implement and apply sophisticated machine learning methods to a wide variety of complex tasks including natural language processing (NLP), speech analytics, time series, reinforcement learning, and recommendation systems. Research and explore new machine learning methods, attending industry-leading conferences, experimentation and participating in our knowledge sharing community. Develop state-of-the art machine learning models to solve real-world problems and apply them to tasks such as text classification, named entity recognition, topic modeling, machine translation, document retrieval, question answering, information retrieval, conversation agents, summarization, document clustering, text generation, optical character recognition, speech recognition, time-series predictions and/or recommendation systems. Collaborate with multiple partner teams such as Business, Technology, Product Management, Legal, Compliance, Strategy and Business Management to deploy solutions into production. Drive firmwide initiatives by developing large-scale frameworks to accelerate the application of machine learning models across different areas of the business.
Responsibilities
Implement and apply machine learning methods across NLP, speech analytics, time series, reinforcement learning, and recommendation systems.
Research and explore new ML methods, attend industry conferences, and participate in knowledge sharing.
Develop state-of-the-art ML models for real-world tasks such as text classification, NER, topic modeling, translation, document retrieval, QA, information retrieval, conversation agents, summarization, clustering, text generation, OCR, and speech recognition.
Collaborate with Business, Technology, Product Management, Legal, Compliance, Strategy and Business Management to deploy solutions into production.
Drive firmwide initiatives by developing large-scale frameworks to accelerate ML model deployment across the business.
Qualifications
Minimum education and experience: Master’s degree in Applied Statistics, Mathematics, Operations Research, Optimization, Data Science, or related field plus 3 years (36 months) of experience in the job offered or related roles. Alternatively, a PhD in the same fields plus 1 year (12 months) of experience.
Skills Required: Experience with personalization, recommendation, speech recognition, or NLP; designing ML experiments and frameworks including feature extraction, data augmentation, synthetic data generation, model pre-training, fine-tuning, performance evaluation, robustness testing, interpretability analysis and visualization; evaluating intrinsic and extrinsic metrics aligned with business goals; big data and scalable model training; recommender systems, search and ranking; A/B testing and data-driven product development; cloud-native deployment in large-scale distributed environments; experience in reinforcement learning or meta-learning; production-quality code development; CI models and unit tests; ML/DL toolkits (NLTK, spaCy, Hugging Face transformers, Scikit-Learn, Rasa NLU, PyTorch, Docker, NumPy, Pandas, Spark, MongoDB, Scala); experience with ML and DL in general.
Location
Job Location: 1201 3rd Ave, Seattle, WA 98101.
Compensation & Benefits
We offer a competitive total rewards package including base salary determined based on the role, experience, skill set, and location. For eligible roles, discretionary incentive compensation may be awarded in recognition of individual achievements and contributions. 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. Details about total compensation and benefits provided during the hiring process.
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 clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.
We are an equal opportunity employer and value diversity and inclusion. We do not discriminate on protected attributes and make reasonable accommodations for applicants and employees with religious practices or mental/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
Our professionals in Corporate Functions cover a diverse range of areas from finance and risk to human resources and marketing. Our corporate teams are essential in ensuring our businesses, clients, customers and employees are set up for success.
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Company:
JPMorganChase
Qualifications:
Language requirements:
Specific requirements:
Educational level:
Level of experience (years):
Senior (5+ years of experience)
