Senior Manager, Artificial Intelligence

Company: Kforce Technology Staffing
Location: Boca Raton, Florida, United States
Type: Full-time
Posted: 07.JUN.2021

Summary

RESPONSIBILITIES: Kforce has a client seeking a Senior Manager, Artificial Intelligence in Boca Raton, FL (Florida). Main Duties: * Identif...

Description

RESPONSIBILITIES:
Kforce has a client seeking a Senior Manager, Artificial Intelligence in Boca Raton, FL (Florida).

Main Duties:
* Identify valuable data sources and automate collection processes
* Undertake preprocessing of structured and unstructured data
* Process, cleanse, and verify the integrity of data used for analysis
* Complete ad-hoc and exploratory data analysis and present results in a clear manner
* Select features, build, and optimize classifiers and predictors
* Build predictive models and machine-learning algorithms
* Combine models through ensemble modeling
* Document machine learning processes
* Present information using data visualization techniques
* Develop machine learning applications according to requirements
* Coordinate with subject matter experts to identify future needs and requirements
* Consult with managers to determine and refine related project objectives and developed solutions
Additional work areas:
* Design machine learning pipelines and self-running artificial intelligence (AI) software to automate predictive model development and deployment
* Run parallel machine learning tests and experiments, perform statistical analysis, and interpret test results
* Develop processes and tools to monitor and analyze model performance and data accuracy

REQUIREMENTS:
* Master's degree, or relevant experience, in data science, machine learning or similar field
* At least three years of relevant work experience
* Proficiency in Python, Python Data Science packages, SQL and MS Office applications; Front end development experience is a plus
* Knowledge and experience in statistical, data mining and machine learning techniques: GLM/Regression, Random Forest, Boosting, Trees, text mining, social network analysis, clustering, etc.
* Familiarity with machine learning and related data science packages and frameworks
* Creative problem-solver with strong communication skills
* Able to compile and organize statistical information retrieved and present findings to management
* Confident in decision making and the ability to explain processes or choices as needed
* Excellent multitasking skills and task management strategies
* Ability to complete milestones and work toward multiple deadlines simultaneously
* Proven analytical skills
* Problem-solving and team-player attitude
* Ability to work both in a team and independently, in an agile/iterative manner

Desirable additional skills and experience:
* Familiarity with data visualization tools (e.g. Qlik, Tableau, PowerBi)
* Experience with the AWS machine learning stack and AWS data pipelines and related services (Sagemaker, EC2, S3, Elasticsearch, etc.)
* Experience with autoML and auto data science tools (e.g., DSS)
* Familiarity with deep learning packages and deep learning architectures (such as Keras, TensorFlow, PyTorch, NLP algorithms, CNNs, RNNs, LSTMs, etc.)
* Experience with Salesforce; Specific experience with Einstein Discovery is a plus

Kforce is an Equal Opportunity/Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, pregnancy, sexual orientation, gender identity, national origin, age, protected veteran status, or disability status. - provided by Dice

 
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