Sr. Software Engineer

4 weeks ago

Lake Mary, United States CareerBuilder Full time

Job Description

Senior Software Engineer : AI / ML Data and Analytics Solutions, Vault Platform

Can be based out of our Lake Mary, FL or Pittsburgh, PA offices - HYBRID

Summary

BNY Mellon Data and Analytics Solutions is a public- and private-cloud-based software and content offering that builds client-centric data, technology, and content capabilities. Operating with the skill and agility of a fintech, Data and Analytics Solutions combines the expertise and resources of the Eagle product suite, Intermediary Analytics, and other BNY Mellon technology and data assets.

We are seeking talented engineers to join our team and help us tackle complex business problems using AI/ML. We believe in combining both traditional and cutting-edge approaches to deliver the best experience for our clients in terms of automation and accuracy. This role allows engineers to design and develop solutions using custom models and industry-leading LLMs, refining and fine tuning where necessary. The ideal candidate is an innovator and has the passion and drive to deliver industry first solutions.

If you're passionate about using AI/ML to solve real-world problems and enjoy working in a collaborative environment, we'd love for you to be a part of our team.

Description

Design and build scalable AI solutions to address business challenges.
Collaborate with cross-functional teams to understand project requirements and objectives.
Conduct data analysis and preprocessing to ensure data quality for training models.
Stay updated on the latest advancements in AI/ML technologies and integrate them into existing projects.
Evaluate and select appropriate tools and technologies for specific projects.
Build and ensure seamless integration of AI/ML solutions with data pipelines.
Participate in code reviews and provide constructive feedback to team members.
Stay abreast of industry best practices and contribute to the continuous improvement of development processes.
Apply differing techniques in delivering natural language responses to natural language questions.
Define workflows, agents and tools that can be leveraged by LLMs when answering natural language questions.
Deliver features to production while considering functional and non-functional requirements, including security, latency, disaster recovery, and performance.
Take an active part in a Scrum team to deliver high quality software to the business
Deliver the defined solutions for the projects thru the Agile process

Qualifications

Experience in developing ML infrastructure and MLOps in the Cloud
Proficiency in Python and another programming language such as Rust, Java, C++
Experience with API frameworks such as Flask or SpringBoot
Experience working with machine learning models with respect to deployment, inference, tuning, and measurement
Knowledge and deep interest in building solutions using LLMs and tools like langchain
Strong understanding of machine learning algorithms, statistical models, and their applications.
Experience with popular machine learning frameworks such as TensorFlow, PyTorch, or scikit-learn
Experience with building data pipelines in getting the data required to build and evaluate ML models, using distributed data processing frameworks such as Spark or Snowflake
Superb interpersonal skills, with a track record of being able to influence multi-functional teams and leaders, and develop and maintain relationships across and between organizations
Solid understanding of data preprocessing, feature engineering, and model evaluation
Excellent communication skills to convey technical concepts to non-technical stakeholders.

MODIFIED BASED UPON LOCAL REGULATIONS/REQUIREMENTS Bachelor's degree in computer science engineering or a related discipline, or equivalent work experience required

9-11 years of experience in software development required; experience in the securities or financial services industry is a plus
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