Senior Data Engineer

Company name: JPMorgan (JPMC)

Job Category:
 Predictive Science

Location: Parcel 9, Embassy Tech Village, Outer Ring Road, Deverabeesanhalli Village, Varthur Hobli, Bengaluru

Job Schedule: 
Full time

JOB DESCRIPTION

JPMC is hiring the best talents to join the growing Asset and Wealth Management AI team. We are executing like a startup and building next-generation technology that combines JPMC unique data and full-service advantage to develop high impact AI applications and platforms in the financial services industry. We are looking for hands-on ML Engineering leader and expert who is excited about the opportunity. 

As a senior ML and GenAI engineer, you will play a lead role as a senior member of our global team. Your responsibilities will entail hands on development of high-impact business solutions through data analysis, developing cutting edge ML and LLM models, and deploying these models to production environments on AWS or Azure. 

You'll combine your years of proven development expertise with a never-ending quest to create innovative technology through solid engineering practices. Your passion and experience in one or more technology domains will help solve complex business problems to serve our Private Bank clients. As a constant learner and early adopter, you’re already embracing leading-edge technologies and methodologies; your example encourages others to follow suit. 

 Job responsibilities 

• Hands-on architecture and implementation of lighthouse ML and LLM-powered solutions 

• Close partnership with peers in a geographically dispersed team and colleagues across organizational lines 

• Collaborate across JPMorgan AWM’s lines of business and functions to accelerate adoption of common AI capabilities 

• Design and implement highly scalable and reliable data processing pipelines and deploy model inference services. 

• Deploy solutions into public cloud infrastructure 

• Experiment, develop and productionize high quality machine learning models, services, and platforms to make a huge technology and business impact 

 Required qualifications, capabilities, and skills

• Formal training or certification on software engineering concepts and 5+ years applied experience

• MS in Computer Science, Statistics, Mathematics or Machine Learning. 

• Development experience, along with hands-on Machine Learning Engineering 

• Proven leadership capacity, including new AI/ML idea generation and GenAI-based solutions 

• Solid Python programming skills required; with other high-performance language such as Go a big plus 

• Expert knowledge of one of the cloud computing platforms preferred: Amazon Web Services (AWS), Azure, Kubernetes. 

• Experience in using LLMs (OpenAI, Claude or other models) to solve business problems, including full workflow toolset, such as tracing, evaluations and guardrails. Understanding of LLM fine-tuning and inference a plus 

• Knowledge of data pipelines, both batch and real-time data processing on both SQL (such as Postgres) and NoSQL stores (such as OpenSearch and Redis) 

• Expertise in application, data, and infrastructure architecture disciplines 

• Deep knowledge in Data structures, Algorithms, Machine Learning, Data Mining, Information Retrieval, Statistics. 

• Excellent communication skills and ability to communicate with senior technical and business partners 

 Preferred qualifications, capabilities, and skills

• Expert in at least one of the following areas: Natural Language Processing, Reinforcement Learning, Ranking and Recommendation, or Time Series Analysis. 

• Knowledge of machine learning frameworks: Pytorch, Keras, MXNet, Scikit-Learn 

• Understanding of finance or wealth management businesses is an added advantage 

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.

Key Responsibilities:

● Analyze and translate legacy MSSQL stored procedures into Snowflake Scripting (SQL) or JavaScript-based stored procedures.

● Rebuild and optimize data pipelines and transformation logic in Snowflake.

● Implement performance-tuning techniques such as query pruning, clustering keys, appropriate warehouse sizing, and materialized views.

● Monitor query performance using the Snowflake Query Profile and resolve bottlenecks.

● Ensure procedures are idempotent, efficient, and scalable for high-volume workloads.

● Collaborate with architects and data teams to ensure accurate and performant data migration.

● Write test cases to validate functional correctness and performance.

● Document changes and follow version control best practices (e.g., Git, CI/CD).

Required Skills:

● 4+ years of SQL development experience, including strong T-SQL proficiency.

● 2+ years of hands-on experience with Snowflake, including stored procedure development.

● Deep knowledge of query optimization and performance tuning in Snowflake.

● Familiarity with Snowflake internals: automatic clustering, micro-partitioning, result caching, and warehouse scaling.

● Solid understanding of ETL/ELT processes, preferably with tools like DBT, Informatica, or Airflow.

● Experience with CI/CD pipelines and Git-based version control

Note : One face-to-face (F2F) round is mandatory, and as per the process, you will need to visit the office for this.

Requirement Details:

Experience: 4 + Years

Qualification: CA

Preferred Mumbai candidates only

Job Description:

1) AR function including raising invoices, following up on due invoices.

2) AP function including managing vendors, processing invoices, reviewing employee expenses, financial planning & analysis, budget & project control.

3) Review employee expense reimbursements for accuracy and completeness.

4) Conduct audit of credit card spending for all employees and raise PO's and verify vendor invoices.

5) Assist with the month end close process and Annual reports.

6) Business planning, forecasting & budgeting

7)Seek methods to enhance overall efficiency and performance

8)Identifying cost-saving opportunities at the organizational level

9)Identify areas for improvement and develop solutions to prevent project delays and help company meet its budgetary and cash flow goals

10)Scheduling and managing timelines

Interested candidates can share their resume

• Play an integral part in managing E-commerce project and planned website release from inception to completion
• Shift our current Shopify website to magento
• Create accurate development and support tickets and instruct and manage the relationship with the external development team.
• Work closely with our Ecommerce platform provider on areas such as site performance, site speed, infrastructure, and new product releases.
• Working with website monitoring and testing tools to ensure the website is performing optimally at all times.
• Work with Business Units to develop Ecommerce digital plans to improve conversion from all key channels
• In depth knowledge of PHP, HTML, CSS & JS

• As a founding member of the Product team, you will be responsible for managing the roadmap, features and manage the product lifecycle of the Niro credit applications.

• Setup data-driven experiments to optimize for key metrics, conversions etc.

• Communicate extensively with users and stakeholders to understand their pain points and eliminate those.

• Define clear and well-scoped requirement documents.

• Work with engineers and designers and ship features and product improvements.

• 4+ years experience in Product Management and working closely with designers and engineering team members to ship products.

• Passion for solving consumer problems.

• Excellent communication skills.

• High affinity for making decisions with data.

• Prior Fintech experience and/ or experience in shipping delightful products is a plus.

• Prior experience with product experimentation is a plus.

• To work with smart, talented, fun people all around you.

• To work for a well-funded, fintech company with a good comp and benefits.

• Generous ESOP with no nasty clauses.

• Unlimited sick leave

• A learning wallet to upgrade your skills

Azure DeVops

On premises to Azure Migration

Docker, Kubernetes

Terraform CI CD pipeline

9+ Location

Budget – BG, Hyderabad, Remote , Hybrid –

Budget – up to 30 LPA

• Must Have Experience in JavaScript and jQuery
• Immediate joiner required
• Work from office
• Paid leaves Facility

Architectural:

Design and implement a software architecture

Select a technology stack

Design and configure infrastructure

Select a development toolkit (IDE, etc.)

Design and implement a database design

Improve and optimise the application architecture

Ensure scalability of the application

Ensure scalability of the infrastructure

Explore new technologies and decide whether to implement them

Strategy, planning, and design:

• Take end-to-end ownership of the product, identify technology requirements, define the future product vision, create preliminary design concepts for add-on modules and shape overall technology and product roadmap by collaborating with the founders, business development, and marketing team.
• Ensure user oriented design is the primary approach to product development across multiple screens, based on user behaviour data and direct customer feedback.

Implementation and deployment:

• Manage Product Release, QA cycles, feature implementation and on time delivery through in-house team and vendors.
• Collaborate with team and customers to define use cases.
• Creation of wireframes/prototypes, site maps and user-flows for web and mobile platforms.

Operational management :

• Support marketing by implementing technical requirements for SEO/product analytics.
• Establish and supervise a quality assurance process, including integration & system testing.
• Rigorously monitor key performance metrics and coordinate with various teams to take corrective actions if needed.
• Establish and forecast ROI of features and succinctly articulate competitive advantage.
• Set-up data collection and analysis system in collaboration with CEO to track key performance.

metrics.

Strong fundamentals in computer science/engineering and algorithm design.

Practical knowledge of computer software algorithms in machine/deep learning, NLP, Computer Vision etc.

Personal Requirements:

• Min of 7+ years of Hands on experience in Web app development, payment gateways implementation, architecture design, product management, databases and UI/UX in consumer facing applications.
• Experience on projects involving engineering and algorithmic functions, machine learning, deep learning and artificial intelligence is very advantageous.
• Creative self-starter who is comfortable with both taking initiative and working in teams.
• Strong communication skills.
• Willingness to learn and utilise emerging technologies.
• Sincere passion to use disruptive technologies that can be globally significant