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(KR-01) Reinforcement Learning Engineer

Company: PCI Strategic Management, Inc.
Location: Boston
Posted on: January 17, 2020

Job Description:

(KR-01) Reinforcement Learning Engineer

Location: Boston, MA / Vienna, VA

Clearance: Secret, or ability to obtain a Secret clearance

PCI is actively seeking a Reinforcement Learning Engineer for a proposal effort to support the Air Force Kessel Run Data Science Program.

Kessel Run is revolutionizing the way the Air Force builds and delivers software capabilities by taking industry-proven software development practices and pairing them with talented Airmen. They are disrupting decades of government bureaucracy with the mission to provide cutting edge capabilities at a rapid pace to the warfighter!

The current objectives for the Data Science portfolio include:

* Data Management: Create and maintain data pipeline architectures to automate the processing of large and complex data sets.

* Data Visualization: Develop graphical representations of information and data. By using visual elements like charts, graphs, and maps, data visualization tools provide an accessible way to see and understand trends, outliers, and patterns in data.

* Data Optimization: Build sophisticated optimization models and create algorithms for quickly producing near optimal solutions according to those models.

* Reinforcement Learning: Utilize machine learning concepts to enable iterative learning in a dynamic data environment by trial and error using feedback from events and monitoring.

Desired Qualifications:

* Experience developing Reinforcement learning systems utilizing:

* Finite Markov Decision Processes

* Support Vector Machines

* Q-Learning

* Stochastic Finite State Machines


* Other hybrid Deep Reinforcement Learning processes

* Experience in SQL and data handling across multiple data types (images, text, metadata, tokens)

* Proven proficient at building stable, scalable code or scripting processes

* Experience utilizing state-of-the-art AI frameworks such as Torch, Tensorflow, MXNET, CAFFE etc.

* Experience with basic data tools such as Flask, Jupyter Notebook or MatLab

* Experience with large volume data labeling, normalization, sanitization and general data management

* At least 2 years of experience developing in languages commonly used for data analysis such as Python, R, Julia, or SAS

* Experience working with multiple database types such as SQL, Redis and MongoDB

* Experience building and integrating the at the application and database level

* Experience developing REST/SOAP APIs and messaging protocols and formats

* Current U.S. security clearance or ability to obtain a U.S. security clearance


Job Category
Data Science, Software Developer/Engineer

PCI is committed to the principles of equal employment opportunity and gives consideration for employment to qualified applicants without regard to race, color, religion, sex, sexual orientation, gender identify, national origin, disability or protected veteran status.

Keywords: PCI Strategic Management, Inc., Boston , (KR-01) Reinforcement Learning Engineer, Engineering , Boston, Massachusetts

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