CGI Technologies and Solutions, Inc. Senior Data Scientist in Lafayette, Louisiana
Senior Data Scientist
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Senior Data Scientist
Category: Software Development/ Engineering
City: Lafayette, Louisiana, US United States
Position ID: J1021-0842
Employment Type: Full Time
Meet our professionals
Work with meaning - Chi Lee
CGI Federal’s Emerging Technologies Practice (ETP) seeks a highly-motivated Data Scientist to join our team of data engineers and data scientists who collect, store, process, and analyze huge sets of data. Your primary focus will be in applying machine learning and data mining techniques, performing statistical analysis, and building high quality analytic systems – deep learning, anomaly detection, natural language processing, recommendation systems, predictive analytics and information retrieval. You’ll mentor teammates, develop algorithms and scripts, apply machine learning, and use the right combination of tools and frameworks to turn that set of disparate data points into recommended and measurable insights.
Your future duties and responsibilities:
• Selecting features, building and optimizing classifiers using machine learning techniques
• Data mining using state-of-the-art methods – deep learning, learning to rank, anomaly detection
• Extending existing data with third party and open sources of information when needed
• Enhancing data collection procedures to include information that is relevant for building analytic systems
• Processing, cleansing, and verifying the integrity of data used for analysis
• Doing ad-hoc analysis and presenting results in a clear manner
• Creating automated anomaly detection systems and constant tracking of its performance
• Creating object recognition systems from images, video and other media feeds
Required qualifications to be successful in this role:
• Due to the nature of the government contract requirements and/or clearance requirements, US citizenship is required. National Agency Check (NAC) required for employment.
• Master's degree or above preferred in Computer Science, Systems Engineering, Applied Mathematics/Statistics, Operations Research, or other physical science/engineering fields
• 5+ years of overall experience in machine learning and data mining techniques
• Excellent understanding of machine learning techniques and algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, natural language processing (NLP) etc.
• Excellent understanding of deep learning techniques – neural networks, Boltzmann machines, auto-encoders, etc.
• Experience with common data science toolkits, such as R, Weka, NumPy, MatLab, etc. Excellence in at least one of these is highly desirable
• Experience with data visualization tools, such as D3.js, R Shiny, GGplot, etc.
• Experience with integration of data from multiple data sources
• Experience with NoSQL databases, such as HBase, Cassandra, MongoDB
• Good applied statistics skills, such as distributions, statistical testing, regression, etc.
• Ability to lead, coordinate, and direct a team of data scientists effectively
• Ability to communicate highly complex data and analyses to senior leaders
• Experience with cloud providers – Amazon AWS, Microsoft Azure
• Experience with Cloudera/MapR/Hortonworks/Databricks
• Knowledge of data exploration and visualization tools (Tableau, Qlik, D3, etc)
What you can expect from us:
Build your career with us.
It is an extraordinary time to be in business. As digital transformation continues to accelerate, CGI is at the center of this change—supporting our clients’ digital journeys and offering our professionals exciting career opportunities.
At CGI, our success comes from the talent and commitment of our professionals. As one team, we share the challenges and rewards that come from growing our company, which reinforces our culture of ownership. All of our professionals benefit from the value we collectively create.
Be part of building one of the largest independent technology and business services firms in the world.
Learn more about CGI at www.cgi.com .
No unsolicited agency referrals please.
CGI is an equal opportunity employer.
Qualified applicants will receive consideration for employment without regard to their race, ethnicity, ancestry, color, sex, religion, creed, age, national origin, citizenship status, disability, pregnancy, medical condition, military and veteran status, marital status, sexual orientation or perceived sexual orientation, gender, gender identity and gender expression, familial status, political affiliation, genetic information, or any other legally protected status or characteristics.
CGI provides reasonable accommodations to qualified individuals with disabilities. If you need an accommodation to apply for a job in the U.S., please email the CGI U.S. Employment Compliance mailbox at USEmploymentCompliance@cgi.com . You will need to reference the requisition number of the position in which you are interested. Your message will be routed to the appropriate recruiter who will assist you. Please note, this email address is only to be used for those individuals who need an accommodation to apply for a job. Emails for any other reason or those that do not include a requisition number will not be returned .
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All CGI offers of employment in the U.S. are contingent upon the ability to successfully complete a background investigation. Background investigation components can vary dependent upon specific assignment and/or level of US government security clearance held. Qualified applicants with arrest and conviction records are welcome to apply.
CGI will not discharge or in any other manner discriminate against employees or applicants because they have inquired about, discussed, or disclosed their own pay or the pay of another employee or applicant. However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with CGI’s legal duty to furnish information.