Machine Learning Scientist - Natural Language Processing (NLP)
Welcome to J.P. Morgan Chase & Co., where we are dedicated to using cutting-edge technology to drive innovation and success. We are currently seeking a highly skilled and passionate Machine Learning Scientist with expertise in Natural Language Processing (NLP) to join our team. As a Machine Learning Scientist, you will have the opportunity to work on complex and challenging problems related to language understanding and processing. We are looking for individuals who are driven, curious, and have a strong background in both machine learning and NLP. If you are excited about pushing the boundaries of language-based technologies and want to make an impact in the financial industry, we want to hear from you.
- Develop and implement cutting-edge machine learning models and algorithms for natural language processing tasks.
- Conduct research and stay up-to-date with the latest advancements in machine learning and NLP.
- Collaborate with cross-functional teams to understand business needs and identify opportunities for applying NLP techniques.
- Clean, organize, and analyze large datasets to build and improve NLP models.
- Evaluate the performance of NLP models and provide recommendations for improvement.
- Communicate complex technical concepts and findings to both technical and non-technical stakeholders.
- Identify and troubleshoot issues with NLP models and propose solutions.
- Stay informed about industry trends and best practices in NLP and machine learning.
- Mentor and provide guidance to junior members of the team.
- Contribute to the development of tools and processes to streamline the NLP model development and deployment process.
- Collaborate with other data scientists and engineers to integrate NLP models into production systems.
- Continuously monitor and evaluate the performance of NLP models in production and make necessary adjustments.
Strong Background In Computer Science And Machine Learning: Candidates Should Have A Thorough Understanding Of Computer Science Principles And Programming Languages Such As Python, Java, Or C++. They Should Also Have Experience In Machine Learning Algorithms And Techniques.
Expertise In Natural Language Processing (Nlp): Candidates Should Have In-Depth Knowledge And Experience In Working With Nlp Techniques, Including Text Classification, Sentiment Analysis, And Named Entity Recognition. They Should Also Have Experience With Nlp Libraries Such As Nltk, Spacy, Or Gensim.
Experience With Big Data And Data Mining: Candidates Should Have Experience In Working With Large Datasets And Using Data Mining Techniques To Extract Insights. They Should Also Have Knowledge Of Tools Such As Hadoop, Spark, Or Sql For Data Processing And Analysis.
Strong Analytical And Problem-Solving Skills: A Machine Learning Scientist Should Have Strong Analytical Skills And Be Able To Think Critically To Solve Complex Problems. They Should Also Have A Keen Eye For Detail And Be Able To Identify Patterns And Trends In Data.
Excellent Communication And Teamwork Skills: As Part Of A Larger Team At J.p. Morgan Chase & Co., A Machine Learning Scientist Should Be Able To Communicate Effectively And Collaborate With Other Team Members. They Should Also Have The Ability To Present Their Findings And Insights To Non-Technical Stakeholders.
Data Analysis
Algorithm development
Statistical modeling
Information retrieval
Text mining
Sentiment analysis
Machine Learning techniques
Natural Language Processing (NLP)
Language Modeling
Data Preprocessing
Named
Communication
Conflict Resolution
Leadership
Time management
Interpersonal Skills
Critical thinking
Attention to detail
Teamwork
Adaptability
Problem-Solving
According to JobzMall, the average salary range for a Machine Learning Scientist - Natural Language Processing (NLP) in Irvine, CA, USA is $120,000-$180,000 per year. This salary range can vary depending on the specific company, years of experience, and level of education of the individual. Some companies may offer lower salaries for entry-level positions, while more experienced professionals may earn higher salaries. Additionally, factors such as bonuses, benefits, and location can also impact the overall salary for this role.
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JPMorgan Chase & Co. is an American multinational investment bank and financial services holding company headquartered in New York City. JPMorgan Chase is ranked by S&P Global as the largest bank in the United States and the sixth largest bank in the world by total assets, with total assets of US$2.687 trillion.
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