Software Development Engineering - Advisor II
At a glance
AI generatedTL;DR
As a Software Development Engineering Advisor II in Milwaukee, WI, you will lead the development of advanced deep learning models that convert complex data into actionable insights for AI applications. Your daily tasks include designing user-friendly web interfaces and dashboards, collaborating with cross-functional teams to gather requirements and develop metrics, and communicating technical findings to stakeholders through various media. You will work extensively with Python, TensorFlow, scikit-learn, Keras, and other machine learning frameworks, as well as tools like Git, Tableau, and Sigma for version control and data visualization. This role requires expertise in natural language processing, deep learning, and topic modeling algorithms such as Latent Dirichlet Allocation (LDA), with a focus on creating predictive models to address business-specific challenges related to customer retention and demand forecasting across multiple regions.
Skills
What you'll do
- Design and implement deep learning models for transforming various data types into actionable insights.
- Develop user-friendly web applications that integrate with machine learning systems.
- Deploy and maintain deep learning models in production environments.
- Create dashboards summarizing key analytics for stakeholders using tools like Tableau and Sigma.
- Lead the team in staying updated on advancements in machine learning platforms and techniques.
- Design and develop ensemble models to predict customer/merchant retention risks.
What we're looking for
- 4 years of experience in algorithm, machine learning framework, and platform development or 2 years with a Master’s degree.
- Develop and deploy data science models using Python for at least 2 years.
- Experience working with version control systems like GIT for 2 years.
- Document development processes including code, design decisions, and user guides for 2 years.
- Design and build topic modeling algorithms using Latent Dirichlet Allocation (LDA) for 1 year.
- Create Sigma dashboards to showcase topic modeling results and present findings to stakeholders.
Employer
About Fiserv
Fiserv is a global leader in financial services technology, providing core banking platforms, payment processing, digital banking, and merchant acquiring solutions to financial institutions and businesses. Industry: Financial Technology & Payments
Fiserv currently has 70 open roles on FindRole.
Listed pay typically runs $110,000–$186,000 across 47 roles with salary data.
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