Talent.com
Applied AIML - Director

Applied AIML - Director

ConfidentialBengaluru / Bangalore, India
5 days ago
Job description

Job Description

As an Applied AI / GenAI ML Director within the Asset and Wealth Management Technology Team at JPMorgan Chase, you will provide deep engineering expertise and work across agile teams to enhance, build, and deliver trusted market-leading technology products in a secure, stable, and scalable way. You will leverage your deep expertise to consistently challenge the status quo, innovate for business impact, lead the strategic development behind new and existing products and technology portfolios, and remain at the forefront of industry trends, best practices, and technological advances. This role will focus on establishing and nurturing common capabilities, best practices, and reusable frameworks, creating a foundation for AI excellence that accelerates innovation and consistency across business functions.

Job Responsibilities

  • Establish and promote a library of common ML assets, including reusable ML models, features stores, data pipelines, and standardized templates.
  • Lead efforts to create shared tools and platforms that streamline the end-to-end ML lifecycle across the organization.
  • Create curative solutions using GenAI workflows through advanced proficiency in large language models (LLMs) and related techniques.
  • Gain Experience with creating a Generative AI evaluation and feedback loop for GenAI / ML pipelines
  • Advise on the strategy and development of multiple products, applications, and technologies.
  • Lead advisor on the technical feasibility and business need for AIML use cases.
  • Liaise with firm wide AI ML stakeholders.
  • Translate highly complex technical issues, trends, and approaches to leadership to drive the firm's innovation and enable leaders to make strategic, well informed decisions about technology advancements.
  • Influence across business, product and technology teams and successfully manages senior stakeholder relationships.
  • champion the firm's culture of diversity, opportunity, inclusion, and respect.

Required Qualifications, Capabilities, And Skills

  • Formal training or certification on Machine Learning concepts and 10+ years applied experience. In addition, 5+ years of experience leading technologists to manage, anticipate and solve complex technical items within your domain of expertise
  • MS and / or PhD in Computer Science, Machine Learning, or a related field
  • At least 10 years' experience in one of the programming languages like Python, Java, C / C++, etc. Intermediate Python is a must.
  • Solid understanding of using ML techniques specially in Natural Language Processing (NLP) and Large Language Models (LLMs)
  • Hands-on experience with machine learning and deep learning methods.
  • Get Hands on code and design to bring the experimental results into production solutions by collaborating with engineering team.
  • Good understanding in deep learning frameworks such as PyTorch or TensorFlow. Experience in advanced applied ML areas such as GPU optimization, finetuning, embedding models, inferencing, prompt engineering, evaluation, RAG (Similarity Search).
  • Ability to work on system design from ideation through completion with limited supervision.
  • Passion for detail and follow through. Excellent communication skills and team player
  • Demonstrated leadership in working effectively with engineers, product managers, and other ML practitioners.
  • Practical cloud native experience such as AWS needed.
  • Preferred Qualifications, Capabilities, And Skills

  • Experience with Ray, MLFlow, and / or other distributed training frameworks.
  • In-depth understanding of Embedding based Search / Ranking, Recommender systems, Graph techniques, and other advanced methodologies.
  • Advanced knowledge in Reinforcement Learning or Meta Learning.
  • Deep understanding of Large Language Model (LLM) techniques, including Agents, Planning, Reasoning, and other related methods.
  • Experience with building and deploying ML models on cloud platforms such as AWS and AWS tools like Sagemaker, EKS, etc.
  • 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

    Java, Machine Learning, C, reinforcement learning, Deep Learning, Tensorflow, ranking, Pytorch, Recommender Systems, Python, Aws

    Create a job alert for this search

    Director • Bengaluru / Bangalore, India

    Related jobs
    • Promoted
    AIML Engineer

    AIML Engineer

    Tata Consultancy Serviceshosur, tamil nadu, in
    Competencies (Technical / Behavioral Competency).AI / ML, Azure ML Studio, AI / ML On Databricks, Python & CICD Devops.Supervised and unsupervised ML and Predictive Analytics using Python • Feature gener...Show moreLast updated: 1 day ago
    • Promoted
    Director Engineering - AI, Pricing Intelligence [T500-21082]

    Director Engineering - AI, Pricing Intelligence [T500-21082]

    Albertsons Companies IndiaBengaluru, Karnataka, India
    About Albertsons Companies Inc.As a leading food and drug retailer in the United States, Albertsons Companies, Inc.Our well-known banners across the United States, including Albertsons, Safeway, Vo...Show moreLast updated: 1 day ago
    • Promoted
    Aiml Lead

    Aiml Lead

    ACL DigitalBengaluru, Republic Of India, IN
    Notice Period : Immediate joiner's only.Should have experience in NLP, Gen AI, Any Cloud(AWS or Azure), Computer Vision, Python,Deep Learning,RAG,Data Science. Must have experience in Leading team.Show moreLast updated: 1 day ago
    • Promoted
    Director AIML, Enterprise Data & AI Team

    Director AIML, Enterprise Data & AI Team

    ConfidentialBengaluru / Bangalore, India
    As part of the SanDisk Global IT organization, this Director-level role places you at the forefront of a company-wide transformation to embed AI into core operations and product innovation.You will...Show moreLast updated: 5 days ago
    • Promoted
    Senior Director — AI / ML & GenAI

    Senior Director — AI / ML & GenAI

    MobileumBengaluru, Karnataka, India
    Mobileum is a leading provider of Telecom analytics solutions for roaming, core network, security, risk management, domestic and international connectivity testing, and customer intelligence.More t...Show moreLast updated: 22 days ago
    • Promoted
    Senior Director — Ai / Ml & Genai

    Senior Director — Ai / Ml & Genai

    MobileumBengaluru, Republic Of India, IN
    Mobileum is a leading provider of Telecom analytics solutions for roaming, core network, security, risk management, domestic and international connectivity testing, and customer intelligence.More t...Show moreLast updated: 22 days ago
    • Promoted
    Director of AI / ML Research & Development

    Director of AI / ML Research & Development

    SatSureBengaluru, Karnataka, India
    We are looking for a Director of AI / ML R&D for our Earth Observation Data Team, you will spearhead the development and implementation of cutting-edge AI and machine learning initiatives.You will le...Show moreLast updated: 30+ days ago
    • Promoted
    Director - Generative AI, AIML

    Director - Generative AI, AIML

    ConfidentialNoida, Gurgaon / Gurugram, Bengaluru / Bangalore
    Be a leader in ML & GenAI Space with exposure to Application building.Should have experience in doing Business Development on ML & GenAI space. Should have exposure in independently creating demos, ...Show moreLast updated: 30+ days ago
    • Promoted
    AIML Analyst

    AIML Analyst

    ConfidentialBengaluru / Bangalore, India
    We are looking for smart, self-driven, high energy people with top notch communication skills, intellectual curiosity and passion for technology in Machine Learning Space.Our analysts have a blend ...Show moreLast updated: 5 days ago
    • Promoted
    AIML Lead

    AIML Lead

    ACL DigitalBengaluru, Karnataka, India
    Notice Period : Immediate joiner's only.Should have experience in NLP, Gen AI, Any Cloud(AWS or Azure), Computer Vision, Python,Deep Learning,RAG,Data Science. Must have experience in Leading team.Show moreLast updated: 1 day ago
    • Promoted
    Applied AI ML Director

    Applied AI ML Director

    ConfidentialBengaluru / Bangalore, India
    Your opportunity to make a real impact and shape the future of financial services is waiting for you.Let's push the boundaries of what's possible together. As an Applied AI / GenAI ML Director within ...Show moreLast updated: 5 days ago
    • Promoted
    Applied AI ML Director GPB Operations and Core Technology

    Applied AI ML Director GPB Operations and Core Technology

    ConfidentialBengaluru / Bangalore, India
    Your opportunity to make a real impact and shape the future of financial services is waiting for you.Let's push the boundaries of what's possible together. As an Applied AI / GenAI ML Director within ...Show moreLast updated: 5 days ago
    Principal AIML Engineer

    Principal AIML Engineer

    ScaleneWorksBengaluru, karnataka, India
    Quick Apply
    Category - Project Architecture : Provides leadership in all aspects of technical solution design and delivery Job Family - Functional Experts : Provides core functional skills , provides appropriate...Show moreLast updated: 30+ days ago
    • Promoted
    Applied AI ML Lead

    Applied AI ML Lead

    ConfidentialBengaluru / Bangalore, India
    This role, part of the Digital Intelligence team, offers opportunity in the financial services industry by developing impactful Machine Learning solutions. As a Applied AI ML Lead within the team at...Show moreLast updated: 5 days ago
    • Promoted
    ML / AI Applied Engineer

    ML / AI Applied Engineer

    Samvid SearchBangalore
    Description : Role : ML / AI Applied Engineer We are seeking a highly skilled and motivated Machine Learning / AI Applied Engineer to join our fas...Show moreLast updated: 28 days ago
    • Promoted
    Director - AI Architect

    Director - AI Architect

    Live ConnectionsBengaluru, IN
    Role : Director Principle Technology Architect.Budget : 55 lpa includes 10% var.Finding strong AI Architect profiles with a solid background in Design & development. Design and Oversee AI Architecture...Show moreLast updated: 30+ days ago
    • Promoted
    Director Engineering - Ai, Pricing Intelligence T500-21082

    Director Engineering - Ai, Pricing Intelligence T500-21082

    Albertsons Companies IndiaBengaluru, Republic Of India, IN
    About Albertsons Companies Inc.As a leading food and drug retailer in the United States, Albertsons Companies, Inc.Our well-known banners across the United States, including Albertsons, Safeway, Vo...Show moreLast updated: 1 day ago
    • Promoted
    Ushur Technologies - Engineering Director - AI / ML System

    Ushur Technologies - Engineering Director - AI / ML System

    Ushur Technologies Private LimitedBangalore
    About Ushur : Ushur is transforming the way businesses communicate, with cutting-edge AI and automation technologies.Previously using outdated emails and phone calls,...Show moreLast updated: 30+ days ago