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Lead NLP Engineer, Machine Learning - St Petersburg, United States - Raymond James
Description
Job Summary In this role, you will focus on partnering with the engineering groups to lead and drive Machine learning applications.
You will participate in the detailed technical design, development, and implementation of machine learning applications using existing and emerging technology platforms.
You will serve as a technical lead, helping guide machine learning architectural design decisions, developing and reviewing model and application code, and ensuring high availability and performance of our machine learning applications.
Essential Duties And ResponsibilitiesDeliver ML software models and components that solve real-world business problems, while working in collaboration with the Product and Data Science teams
Solve complex problems by writing and testing application code, developing and validating ML models, and automating tests and deployment
Collaborate as part of a cross-functional Agile team to create and enhance software that enables state-of-the-art, next generation big data and machine learning applications
Leverage cloud-based architectures and technologies to deliver optimized ML models at scale
Construct optimized data pipelines to feed ML models
Use programming languages like Python, Scala, or Java
Leverage continuous integration and continuous deployment best practices, including test automation and monitoring, to ensure successful deployment of ML models and application code
Advocate for software and machine learning engineering best practices
Function as a technical lead and mentor junior engineering talent
Qualifications:
Knowledge of
You have at least one core programming expertise, such as python (NumPy, SciPy, Pandas) or R
Experience with advanced machine learning methods in NLP
Strong statistical knowledge, intuition, and experience modeling real data
Ability to communicate complicated methods and results to a broad, often non-technical audience
Demonstrated effective coding, documentation, and communication habits
Experience in Financial Services or Wealth Management industries strongly preferred.
Skill in
Proven NLP machine learning skills, including Transformer, BERT, k-shot learning, XGBoost, TensorFlow, PyTorch, Keras, Elasticsearch, etc.
Experience in researching, evaluating and implementing different algorithms and tools for NLP tasks
Knowledge in development of statistical and machine learning models, including model validation, monitoring, explainability, and interpretability
Experience in AWS ecosystem Spark, Kafka, Mongo, Neo4j are plus.
Education/Previous Experience
Minimum of a Bachelor's degree in Computer Science, MIS or related degree and five (5) years of relevant experience or combination or education, experience and training.
At least 4 years of experience programming with Python, Scala, or Java
At least 2 years of experience building, scaling, and optimizing ML systems
Experience developing and deploying ML solutions in a public cloud such as AWS, Azure, or Google Cloud Platform is preferred.
Highly Desired:
Strong AI Machine Learning background, with NLP focus
Identify, research, prototype, and build predictive products
Build cutting-edge models for understanding vast amounts of textual data
Write quality production code
Write tests to ensure ML system reliability
Work closely with DevOps software engineers to launch systems
Guide and mentor team members and help educate the business stakeholders
Licenses/Certifications
None required
At Raymond James our associates use five guiding behaviors (Develop, Collaborate, Decide, Deliver, Improve) to deliver on the firm's core values of client-first, integrity, independence and a conservative, long-term view.
We expect our associates at all levels to:
Grow professionally and inspire others to do the same
Work with and through others to achieve desired outcomes
Make prompt, pragmatic choices and act with the client in mind
Take ownership and hold themselves and others accountable for delivering results that matter
Contribute to the continuous evolution of the firm
At Raymond James – as part of our people-first culture, we honor, value, and respect the uniqueness, experiences, and backgrounds of all of our Associates.
When associates bring their best authentic selves, our organization, clients, and communities thrive.The Company is an equal opportunity employer and makes all employment decisions on the basis of merit and business needs.
Job :
Technology Primary Location :
US-FL-St
Petersburg-Saint Petersburg Organization :
Technology Schedule :
Full-time Shift : Day Job Travel : Yes, 5 % of the Time Eligible for Discretionary Bonus : Yes
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