Talent.com
Asset management-Data Science

Asset management-Data Science

ConfidentialMumbai, India
11 days ago
Job description

Job Description

You are a strategic thinker passionate about driving solutions in 'Data Science '. You have found the right team.

As a Data Science professional within our ' Asset Management team' , you will spend each day defining, refining and delivering set goals for our firm

The Asset Management Data Science team is focused on enhancing and facilitating various steps in the investment process ranging from financial analysis and portfolio management to client services and advisory. You will utilize a large collection of textual data including financial documents, analyst reports, news, meeting notes and client communications along with more typical structured datasets. You will apply the latest methodologies to generate actionable insights to be directly consumed by our business partners.

About

Are you excited about using data science and machine learning to make a real impact in the asset management industry Do you enjoy working with cutting-edge technologies and collaborating with a team of dedicated professionals If so, the Data Science team at JP Morgan Asset Management could be the perfect fit for you. Here's why :

  • Real-World Impact : Your work will directly contribute to improving investment process and enhancing client experiences and operational process, making a tangible difference in our asset management business.
  • Collaborative Environment : Join a team that values collaboration and teamwork. You'll work closely with business stakeholders and technologists to develop and implement effective solutions.
  • Continuous Learning : We support your professional growth by providing opportunities to learn and experiment with the latest data science and machine learning techniques.

Job Responsibilities

  • Collaborate with internal stakeholders to identify business needs and develop NLP / ML solutions that address client needs and drive transformation.
  • Apply large language models (LLMs), machine learning (ML) techniques, and statistical analysis to enhance informed decision-making and improve workflow efficiency, which can be utilized across investment functions, client services, and operational process.
  • Collect and curate datasets for model training and evaluation.
  • Perform experiments using different model architectures and hyperparameters, determine appropriate objective functions and evaluation metrics, and run statistical analysis of results.
  • Monitor and improve model performance through feedback and active learning.
  • Collaborate with technology teams to deploy and scale the developed models in production.
  • Deliver written, visual, and oral presentation of modeling results to business and technical stakeholders.
  • Stay up-to-date with the latest research in LLM, ML and data science. Identify and leverage emerging techniques to drive ongoing enhancement.
  • Required Qualifications, Capabilities, And Skills

  • Advanced degree (MS or PhD) in a quantitative or technical discipline or significant practical experience in industry.
  • Minimum of 4 years of experience in applying NLP, LLM and ML techniques in solving high-impact business problems, such as semantic search, information extraction, question answering, summarization, personalization, classification or forecasting.
  • Advanced python programming skills with experience writing production quality code
  • Good understanding of the foundational principles and practical implementations of ML algorithms such as clustering, decision trees, gradient descent etc.
  • Hands-on experience with deep learning toolkits such as PyTorch, Transformers, HuggingFace.
  • Strong knowledge of language models, prompt engineering, model finetuning, and domain adaptation.
  • Familiarity with latest development in deep learning frameworks.
  • Ability to communicate complex concepts and results to both technical and business audiences.
  • Preferred Qualifications, Capabilities, And Skills

  • Prior experience in an Asset Management line of business
  • Exposure to distributed model training, and deployment
  • Familiarity with techniques for model explainability and self validation
  • 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 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. 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.

    About The Team

    J.P. Morgan Asset & Wealth Management delivers industry-leading investment management and private banking solutions. Asset Management provides individuals, advisors and institutions with strategies and expertise that span the full spectrum of asset classes through our global network of investment professionals. Wealth Management helps individuals, families and foundations take a more intentional approach to their wealth or finances to better define, focus and realize their goals.

    Skills Required

    Ml, Nlp, Pytorch, Transformers, Python, Deep Learning

    Create a job alert for this search

    Science • Mumbai, India

    Related jobs
    • Promoted
    Data Science Manager - Statistical Modeling

    Data Science Manager - Statistical Modeling

    Novotree Minds Consulting Pvt LimitedMumbai
    Core Responsibilities : - Analyze past campaigns to boost customer conversion and engagement.Provide insights to improve...Show moreLast updated: 30+ days ago
    • Promoted
    Manager, Data Science, Solution Architect

    Manager, Data Science, Solution Architect

    ConfidentialMumbai
    You will work closely with the enterprise architecture team to chart technology roadmaps, standards, best practices and guiding principles, providing your subject matter expertise and technical cap...Show moreLast updated: 30+ days ago
    • Promoted
    Data Scientist

    Data Scientist

    DeloitteMumbai, Maharashtra, India
    Data Scientist (Video & Image Generation) - 3+ Years, immediate joiner, location agnostic.Strong background in Machine Learning, Deep Learning, and Computer Vision. Hands-on experience with Generati...Show moreLast updated: 30+ days ago
    • Promoted
    Data Science Manager - NLP / Image Processing

    Data Science Manager - NLP / Image Processing

    PylonMumbai
    Key Responsibilities : - Design, develop, and deploy machine learning models for recommender systems, NLP, user profiling, image processing, and anom...Show moreLast updated: 30+ days ago
    • Promoted
    Data Scientist (Traditional ML)

    Data Scientist (Traditional ML)

    Tata Consultancy Servicesnavi mumbai, maharashtra, in
    Data Scientist (Traditional ML).Excellent knowledge AI / ML including algorithm development.In-depth knowledge in Data (collection, preparation, analysis, visualization). Hands-on experience in Python...Show moreLast updated: 7 days ago
    • Promoted
    Modelling & Data Science Manager

    Modelling & Data Science Manager

    ConfidentialMumbai, India
    The purpose of this role is to lead and manage customer analysis deep dives, execute the strategies outlined by senior leadership, and manage the day-to-day communication with clients.Model Develop...Show moreLast updated: 11 days ago
    • Promoted
    Manager, Data Science and AI

    Manager, Data Science and AI

    PfizerMumbai, Maharashtra, India
    This job is with Pfizer, an inclusive employer and a member of myGwork – the largest global platform for the LGBTQ+ business community. Please do not contact the recruiter directly.ROLE SUMMARY The ...Show moreLast updated: 7 days ago
    • Promoted
    Data Science Expert - NLP / Machine Learning

    Data Science Expert - NLP / Machine Learning

    QLOTECHMumbai
    The ideal candidate's favorite words are learning, data, scale, and agility.You will leverage your strong collaboration skills and ability to extract valuable insights from highly complex data...Show moreLast updated: 30+ days ago
    • Promoted
    Scientist I - Data & Specification Management

    Scientist I - Data & Specification Management

    ConfidentialThane
    In this role, you provide end-to-end specification management support.Your responsibilities include interpreting technical reports, analyzing the results of assessments of compliance, planning and ...Show moreLast updated: 30+ days ago
    • Promoted
    Senior Associate - Forwarding Master Data Management - Global Service Centre

    Senior Associate - Forwarding Master Data Management - Global Service Centre

    ConfidentialMumbai, India
    The purpose of this role is to ensure the integrity, accuracy, and compliance of master data across customer, supplier, and logistics operations. The incumbent will play a key role in maintaining hi...Show moreLast updated: 8 days ago
    Data Science - Manager

    Data Science - Manager

    Talent WorxMumbai, MH, IN
    Quick Apply
    Data Science + Gen AI with below mandatory skills.Must to Have : Agent Framework, RAG Framework, Chunking Strategies, LLMs, AI on cloud. Services, Open Source Frameworks like Langchain, Llama Index,...Show moreLast updated: 30+ days ago
    • Promoted
    Manager, Data Scientist and Machine Learning Engineer

    Manager, Data Scientist and Machine Learning Engineer

    Ocwen Financial Solutions Pvt. Ltd. - APACKalyan-Dombivli, IN
    We’re seeking a Data Scientist to support the development and deployment of machine learning models and analytics solutions that improve decision-making across the mortgage lifecycle—from acquisiti...Show moreLast updated: 7 days ago
    • Promoted
    LLM Research Data Scientist

    LLM Research Data Scientist

    Innodata Inc.Thane, IN
    Location- Remote Job(Full Time).Master's degree in Data Science, computer Science or a related field.High proficiency with AI tools (e. Copilots, GenAI platforms) and applying them to complex real-w...Show moreLast updated: 30+ days ago
    • Promoted
    Data Scientist

    Data Scientist

    Recrodombivli, India
    Modeling & ML Frameworks : Python, scikit-learn, PyTorch, TensorFlow — spanning classical.ML, deep learning, and transformer-based architectures. Includes modern ensemble methods.XGBoost, LightGBM) fo...Show moreLast updated: 21 days ago
    • Promoted
    Data Science Manager

    Data Science Manager

    ConfidentialMumbai
    Data Analysis and Exploration : .Conduct thorough data analysis to uncover actionable insights and trends.Collaborate with cross-functional teams to define data requirements and extract relevant data...Show moreLast updated: 30+ days ago
    • Promoted
    Assistant Consultant - Environment Data Management

    Assistant Consultant - Environment Data Management

    ConfidentialMumbai, India
    Work with project teams to set-up pre-sampling database structure (typically based on EQuIS) to incorporate field and laboratory data. Configure EQuIS Enterprise Portals for project site.Coordinate ...Show moreLast updated: 11 days ago
    • Promoted
    Data Science Manager (Freelancer)

    Data Science Manager (Freelancer)

    ConfidentialMumbai
    Lead and mentor a team of data scientists to deliver actionable insights and data-driven solutions.Oversee the design and implementation of machine learning models and data analysis workflows.Colla...Show moreLast updated: 30+ days ago
    • Promoted
    Abbott - Data Science Manager - R / Python

    Abbott - Data Science Manager - R / Python

    Abbott Healthcare Pvt. Ltd.Mumbai
    Description : About the Role : Abbott Healthcare is seeking an experienced Data Science Manager with a proven track record in developing and de...Show moreLast updated: 13 days ago