What are the responsibilities and job description for the Applied Artificial Intelligence Machine Learning position at JPMorganChase?
DESCRIPTION:
Duties: Use machine learning to generate insights about the Operations business to formulate relevant high impact business questions. Build robust Analytics capabilities which can be scalable across millions of documents across the company. Strategically leverage reusable components and state-of-the-art techniques available internally or procured externally. Develop production quality code and share best coding practices while following the agile development paradigm. Communicate results to technical and non-technical audiences, while providing appropriate context and building trust with stakeholders. Document approaches and techniques used. Collaborate with data scientists and tech partners to design and deploy machine learning services that can be integrated with strategic cloud environments. Mentor junior-level data scientists and data engineers.
QUALIFICATIONS:
Minimum education and experience required: Master’s degree in Computer Science, Data Science, or related quantitative field of study plus 4 years of experience in the job offered or as Applied Artificial Intelligence Machine Learning Associate, Data Scientist, Software Engineer, or related occupation. The employer will alternatively accept a Doctorate degree in Computer Science, Data Science, or related quantitative field of study plus 2 years of experience in the job offered or as Applied Artificial Intelligence Machine Learning Associate, Data Scientist, Software Engineer, or related occupation.
Skills Required: Requires two (2) years of experience with the following skills: Natural Language Processing (NLP) in a commercial environment; language models; word, sentence, or document embeddings; architectures including Transformers; pre-trained models including BERT; Fasttext; Gensim; Wordd2vec; programming in Python; Agile development paradigm; machine learning APIs; computational packages including Scikit-Learn, NumPy, SciPy, and Pandas; and neural network packages such as PyTorch or TensorFlow. Requires one (1) year of experience with the following skills: development in Amazon Web Services (AWS) environments using Docker, EC2, S2 and AWS Cli; developing, deploying, and debugging machine learning models in a production environment; creating and maintaining REST APIs, libraries, and Docker containers; Big Data technologies including Pyspark; large scale data analysis using ETL pipelines; and evaluating and A/B testing ML models in production.
Job Location: 383 Madison Avenue, New York, NY 10179.
Full-Time. Salary: $183,600 - $260,000 per year.
ABOUT USWe 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.
Salary : $183,600 - $260,000
