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Software Engineer III - AI/ML Deep Learning & GPU ML Serving
Palo Alto, CA, United States, US
·
On-site
·
Full-time
·
3w ago
必須スキル
Python
Java
AWS
Docker
Kubernetes
PyTorch
TensorFlow
GCP
Machine Learning
Be an integral part of an agile team that's constantly pushing the envelope to enhance, build, and deliver top-notch technology products.
As a Software Engineer III at JPMorgan Chase within the Commercial and Investment Banking team, you will be a key member of an agile team, designing and delivering secure, stable, and scalable technology products. You will implement critical technology solutions across multiple technical areas, supporting the firm’s business objectives.
Job Responsibilities
- Develop, test, and troubleshoot software solutions, applying creative approaches to solve technical challenges.
- Write secure, high-quality production code and maintain algorithms integrated with firm systems.
- Produce architecture and design artifacts for complex applications, ensuring alignment with design constraints.
- Analyze and visualize large, diverse data sets to drive continuous improvement of applications and systems.
- Identify and address hidden issues and patterns in data to enhance code quality and system architecture.
- Collaborate with software engineering communities to explore and adopt new technologies.
- Participate in system design and architecture discussions, focusing on reliability and scalability.
- Optimize deep learning models for production inference, including quantization and batching.
- Deploy and manage GPU workloads in Kubernetes environments.
- Build scalable, low-latency systems using web services and APIs.
- Partner with product and program management teams to deliver business-driven solutions.
Required qualifications, capabilities, and skills
- Formal training or certification on software engineering concepts and 3+ years applied experience
- Professional software development experience, with emphasis on ML systems.
- Strong proficiency in Python and experience with ML frameworks (Tensor Flow, Py Torch, or similar).
- Experience with cloud technologies (Docker, Kubernetes, EKS) and public clouds (AWS, GCP).
- Hands-on experience with ML model serving frameworks (Torch Serve, Tensor Flow Serving, Triton Inference Server).
- Experience deploying and managing GPU workloads in Kubernetes.
- Familiarity with scalable, low-latency systems based on web services and APIs.
- Experience with NoSQL databases (Cassandra or equivalent) for high-throughput data access.
- Understanding of GPU resource management and cost optimization.
- Experience with modern microservices architecture.
- Ability to lead the design of large-scale systems and evaluate tradeoffs.
Preferred qualifications, capabilities, and skills
- MS/PhD in Computer Science, Machine Learning, or a related field.
- Proficiency in Java
- Experience with graph neural networks and graph processing frameworks (DGL, Py Torch Geometric, NetworkX).
- Knowledge of GPU programming (CUDA) and performance optimization.
- Experience with model monitoring, A/B testing, and ML observability tools.
- Familiarity with MLOps tools and practices (MLflow, Kubeflow, Sage Maker).
- Experience serving large-scale models and optimizing for performance.
FEDERAL DEPOSIT INSURANCE ACT:
This position is subject to Section 19 of the Federal Deposit Insurance Act. As such, an employment offer for this position is contingent on JPMorgan Chase’s review of criminal conviction history, including pretrial diversions or program entries.
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JPMorgan Chaseについて

JPMorgan Chase
PublicJPMorgan Chase & Co. is an American multinational banking institution headquartered in New York City and incorporated in Delaware. It is the largest bank in the United States, and the world's largest bank by market capitalization as of 2025.
300,000+
従業員数
New York City
本社所在地
$500B
企業価値
レビュー
3.8
10件のレビュー
ワークライフバランス
3.2
報酬
4.1
企業文化
3.8
キャリア
3.0
経営陣
2.5
65%
友人に勧める
良い点
Good benefits and compensation
Supportive and collaborative environment
Flexible work arrangements
改善点
Long hours and heavy workload
Management issues and lack of direction
High stress during peak times
給与レンジ
41件のデータ
Mid/L4
Senior/L5
Mid/L4 · Applied AI ML Associate
2件のレポート
$188,500
年収総額
基本給
$145,000
ストック
-
ボーナス
-
$182,000
$195,000
面接体験
5件の面接
難易度
3.0
/ 5
期間
14-28週間
内定率
40%
体験
ポジティブ 20%
普通 80%
ネガティブ 0%
面接プロセス
1
Application Review
2
HireVue Video Interview
3
Recruiter Screen
4
Superday/Panel Interview
5
Final Interview
6
Offer
よくある質問
Behavioral/STAR
Technical Knowledge
Culture Fit
Past Experience
Case Study
ニュース&話題
Spirepoint Private Client LLC Purchases 3,449 Shares of JPMorgan Chase & Co. $JPM - MarketBeat
MarketBeat
News
·
2d ago
As the world’s largest bank JP Morgan tests Anthropic’s AI tool Mythos, CEO Jamie Dimon admits 'threat'; - The Times of India
The Times of India
News
·
2d ago
Fortifying the enterprise: 10 actions to take now for AI-ready cyber resilience - JPMorganChase
JPMorganChase
News
·
2d ago
JPMorgan Chase & Co. Issues Pessimistic Forecast for Super Micro Computer (NASDAQ:SMCI) Stock Price - MarketBeat
MarketBeat
News
·
4d ago