Machine Learning Engineer Senior Associate
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Job Location:
Chicago, IL - USA
Monthly Salary:
$ 118750 - 185000
Posted on:
8 hours ago
Vacancies:
1 Vacancy
Job Summary
Description
Are you looking for an exciting opportunity to solve exciting business problems Our Technology team builds innovative products services applications to support various business functions workflows of Wholesale Lending Services.
As a Machine Learning Engineer - Senior Associate within the CIB Technology team at JPMorganChase you will be tasked with the design construction and maintenance of our AIOps solution. This role demands a profound knowledge of AI/ML technologies IT infrastructure and platform engineering.
Job Responsibilities:
- Design develop and maintain software applications with integrated AI/ML capabilities with a key focus on AIOps.
- Collaborate with cross-functional teams to gather and analyze requirements translating them into technical solutions.
- Develop and implement software architecture and design patterns to ensure scalability and performance.
- Write clean maintainable and efficient code in one or more general-purpose programming languages: Python Java C C Go.
- Implement and manage data pipelines to preprocess and transform data for AI/ML models.
- Integrate AI/ML models into software applications and ensure seamless deployment into production environments.
- Optimize software applications for performance reliability and scalability.
- Conduct code reviews and provide technical guidance to junior developers.
- Stay up-to-date with the latest advancements in software engineering and AI/ML technologies.
- Ensure adherence to software development best practices including agile and lean methodologies.
- Apply SRE principles to enhance system reliability performance and availability. Implement monitoring and alerting solutions to proactively identify and resolve issues.
Required Qualifications Capabilities and Skills:
- Bachelors degree in Computer Science or equivalent practical experience.
- 5 years of experience as a software developer with a focus on integrating AI/ML solutions.
- Strong programming skills in Python with experience in developing and maintaining production-level code.
- Hands on experience of Large Language Model (LLM) techniques including Agents Planning Reasoning and other related methods.
- In-depth experience with /Ranking Recommender systems RAG (Similarity Search) Agent systems and other advanced methodologies.
- Experience with application architecture and design patterns.
- Proficiency in working with large datasets and data preprocessing.
- Solid understanding of AI/ML algorithms and techniques including deep learning and natural language processing.
- Familiarity with AI/ML libraries and frameworks such as TensorFlow PyTorch scikit-learn and Keras.
- Experience with cloud platforms such as AWS or Azure for deploying and scaling software applications.
- Experience with CI/CD Observability and Monitoring solutions such Jenkins Phoenix Arise Splunk etc.
Preferred Qualifications Capabilities and Skills:
- Familiarity with DevOps practices for software deployment and monitoring.
- Experience with SQL and NoSQL databases Linux/Unix environments and tools like Terraform and Apache Kafka.
- Experience with distributed computing frameworks such as Apache Spark.
- Experience in implementing SRE practices to improve system reliability and performance.
Required Experience:
Senior IC
About Company
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 ov ... View more
