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Message: Creation of dynamic property CI_URI::$config is deprecated

Filename: core/URI.php

Line Number: 101

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Router::$uri is deprecated

Filename: core/Router.php

Line Number: 127

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$benchmark is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$hooks is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$config is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$log is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$utf8 is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$uri is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$exceptions is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$router is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$output is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$security is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$input is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$lang is deprecated

Filename: core/Controller.php

Line Number: 75

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$load is deprecated

Filename: core/Controller.php

Line Number: 78

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$db is deprecated

Filename: core/Loader.php

Line Number: 390

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

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Severity: 8192

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Filename: database/DB_driver.php

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Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Return type of CI_Session_files_driver::open($save_path, $name) should either be compatible with SessionHandlerInterface::open(string $path, string $name): bool, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice

Filename: drivers/Session_files_driver.php

Line Number: 132

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

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Filename: drivers/Session_files_driver.php

Line Number: 290

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Return type of CI_Session_files_driver::read($session_id) should either be compatible with SessionHandlerInterface::read(string $id): string|false, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice

Filename: drivers/Session_files_driver.php

Line Number: 164

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Return type of CI_Session_files_driver::write($session_id, $session_data) should either be compatible with SessionHandlerInterface::write(string $id, string $data): bool, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice

Filename: drivers/Session_files_driver.php

Line Number: 233

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Return type of CI_Session_files_driver::destroy($session_id) should either be compatible with SessionHandlerInterface::destroy(string $id): bool, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice

Filename: drivers/Session_files_driver.php

Line Number: 313

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Return type of CI_Session_files_driver::gc($maxlifetime) should either be compatible with SessionHandlerInterface::gc(int $max_lifetime): int|false, or the #[\ReturnTypeWillChange] attribute should be used to temporarily suppress the notice

Filename: drivers/Session_files_driver.php

Line Number: 354

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$session is deprecated

Filename: core/Loader.php

Line Number: 1279

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$parser is deprecated

Filename: core/Loader.php

Line Number: 1279

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 17
Function: __construct

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$Model_Jobs is deprecated

Filename: core/Loader.php

Line Number: 353

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 18
Function: model

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CtrlFrontendJobs::$Model_frontend_job is deprecated

Filename: core/Loader.php

Line Number: 353

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 19
Function: model

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$error_controller is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$error_method_404 is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$benchmark is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$hooks is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$config is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$log is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$utf8 is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$uri is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$exceptions is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$router is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$output is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$security is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$input is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$lang is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$load is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$db is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$session is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

A PHP Error was encountered

Severity: 8192

Message: Creation of dynamic property CI_Loader::$parser is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

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Severity: 8192

Message: Creation of dynamic property CI_Loader::$Model_Jobs is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

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Severity: 8192

Message: Creation of dynamic property CI_Loader::$Model_frontend_job is deprecated

Filename: core/Loader.php

Line Number: 925

Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
Line: 21
Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
Line: 158
Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

Data ScientistJob Details

Data Scientist

Data Scientist

Job Code : BSA-20-0049

Positions : 2

Job Type : Full Time

Location : Chicago, Illinois, USA

Key Skills :

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Backtrace:

File: /home/c47134338/public_html/colsh.com/jobs/application/helpers/cias_helper.php
Line: 229
Function: _error_handler

File: /home/c47134338/public_html/colsh.com/jobs/application/views/viewJobDetails.php
Line: 129
Function: time_elapsed_string

File: /home/c47134338/public_html/colsh.com/jobs/application/libraries/FrontEndBaseController.php
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Function: view

File: /home/c47134338/public_html/colsh.com/jobs/application/controllers/CtrlFrontendJobs.php
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Function: loadViews

File: /home/c47134338/public_html/colsh.com/jobs/index.php
Line: 316
Function: require_once

5 years ago

Job Description:

Job Responsibilities

  • Need someone with great forecasting skills
  • Need someone who can predict a value in the future that’s not 0 or 1
  • Demand forecasting
  • (Find someone out of the financial sector) – stock market, hedge fund, procurement, supply chain
  • Dimensionality reduction (what have you done in reducing dimensions?)
  • What have you done beyond ‘PCA’ principal component analysis?
  • Once we identify a candidate that has done more than PCA – we are cooking!

Month to Month Outlook:

  • Will works with hundreds and thousands of rows of data
  • Team Size is large (will be a lot of analysts and scientists and their duties are split up) This data scientist will:
  • Work on problem type with a consultant
  • Come up with Target variable – Time frame
  • Set problems up correctly – Predict skews
  • Work with analysts on algorithmic assets
  • Complete algorithmic assets – Goal is hand off to analysts once completed for future use, etc.

Top 3 Technologies/Skills per HM:

  • Strong data science background + machine learning
  • Strong experience with scikit-learn (library for machine learning) – need to be fluent in algorithms
  • Experience with neural networks + developing in Python
  • 2-3 years working experience with industrial business projects applying algorithms
    • Building projects from ground up
    • Driving process from technical POV
    • Explain solutions + understand business process vs data problems

Years’ experience/Degree requirements/ Certifications: 2/3 years’ experience. MS is strong preferred. Will take bachelor’s Degree if candidates are rock-stars in the above skills section.

Experience & Education Required

  • Work with product managers and clients to better understand the business problem
  • Think through a business problem and come up with a set of hypotheses
  • Create a list of potentially relevant supporting data elements
  • Work with data engineers and/or data analysts to procure data and test it for problems
  • Collaborate with other Data Scientists
  • Propose modeling approaches
  • Mine the data to check completeness, value distributions, etc.
  • Increment data: data imputation and feature engineering
  • Test data for signal
  • Run feature selection
  • Tune the model
  • Set up tests for the model health
  • Collaborate with product managers to find the best way to present the results

  • Work with developers on productionizing models-A minimum of 3 years of post-academic experience developing advanced analytics and applying data science in a business environment
  • Experience in data mining techniques and methodologies (data prep/modeling, classification, regression, clustering, causal modeling, AI, machine learning, ensemble approaches)
  • Experience developing in Python within a production environment
  • Advanced experience in data visualization tools with a strong grasp of effective data modeling and visualization practices
  • The ability to rapidly develop proof of concepts and test new ideas, as well as the ability to scale these ideas into production ready models that can be deployed within our organization
  • Examples of how your passion for data driven decision making and intellectual curiosity translated in to value for your organization

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