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Machine Learning Quality Control

PLEASE NOTE: there is a problem at the bottom of the posting. Please solve it and provide the answer. Please don't reply with messages like:"I can solve this problem". You won't be interviewed for sure, let alone hired. You must provide a reasonable explanation why you are a good fit AND solve this problem. Otherwise, please don't waste your time.

Friendly is a robotic cognition startup specializing in document processing and workflow automation. We're using cutting-edge technologies in vision and NLP to raise fields like document analysis and information extraction to an entirely new level. Our company is built on a culture of self-organizing teams, innovation and respect.

We're seeking an experienced, highly analytical individual with a data science background to join our QA team.

*The ideal candidate will:*

Develop automated processes and perform sophisticated testing and analysis to ensure consistent quality of final results

Inspect final results and prioritize issues based on business value

Build and manage Kubernetes clusters either on-premise or off-premise

Collaborate with and enhance the QA team by exploring novel ways to measure accuracy

Understand how machine learning models are measured, and possess a basic understanding of neural net training processes

Qualifications:

Design and implement unit and integrations tests covering machine learning models with a variety of data sets

Create statistical robustness tests for trained models

Create simulated dataset replicating real-world scenarios

Debug and define corrective action

Create detailed, comprehensive and well-structured test suites using programming languages such as Python

Track quality assurance metrics

Understanding of Data Science/Machine Learning models

Ability to debug/troubleshoot large sets of data related issues and formats

Creating a measure to quantify the quality of data and models.

Design and Develop validation framework for ML models.

Collaborate with Data Scientist to understand data and models.

Applying statistical concepts to validate and QA data and models

Please ALWAYS include resume and please provide the answer to the attached test. You won't receive a reply otherwise.

Навыки: Machine Learning (ML), Алгоритмы, Python

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О работодателе:
( 0 отзыв(-а, -ов) ) Belfast, United Kingdom

ID проекта: #27011206

15 фрилансеров(-а) готовы выполнить эту работу в среднем за £30/час

helmot

Hello, I have a masters degree in AI and have worked on AI/ML projects for 8+ years. If you are interested I can share my desktop and show you some demos/samples. I have worked with most AI/ML tools like NLTK and Больше

£30 GBP / час
(142 отзывов(-а))
7.6
(38 отзывов(-а))
5.7
kirilnberezebko

Hi Michael. I am a senior python developer with 9+ years of experience. I have worked on several similar projects using selenium and flask and creating automation tool and can deliver quality result to tight deadlines. Больше

£36 GBP / час
(18 отзывов(-а))
5.9
Himerr0kovoi

* Data Science and Machine Learning Expert * Hello, I am a very experienced statistician, data scientist and machine learning developer. I have completed several PhD level thesis projects involving advanced statistical Больше

£30 GBP / час
(13 отзывов(-а))
5.9
arturkandalyan

Hi, Thanks for your job posting, and I have interested in your project. I am an experienced Python developer with over 7 years of rich experience. In the meantime, I have successfully done a lot of projects such as Au Больше

£27 GBP / час
(10 отзывов(-а))
5.2
(19 отзывов(-а))
5.5
andreyignatenko1

Hi I am python expert and I am sure I can help you perfectly. I have rich experience with ML/DL and I am familiar with tensorflow/keras/numpy/pandas. And I always focus on the delivery and the best quality. Let's discu Больше

£27 GBP / час
(7 отзывов(-а))
3.8
ardit06

Dear. I have real experience in Data Science and Machine Learning. and using Pandas and Pyspark for them. Honestly, I have strong confident in your job. Let us discuss in detail. Best Regards. Ardit.

£27 GBP / час
(2 отзывов(-а))
2.5
mayank25d

Hello, There aren't any tests attached. You might want to include them in your project brief here or you can always send them personally to whomever you like to choose. Though, I will be waiting for the test... Thank Больше

£27 GBP / час
(1 отзыв)
1.6
(0 отзывов(-а))
5.7
gregorvarga

Hi I am expert in Python, ML I have a lot of experience in this field I developed Face Recognition on Python before I developed a lot of Data processing, Data extracting projects If you work with me, you will get ver Больше

£27 GBP / час
(0 отзывов(-а))
0.0
Kochella

I am a Harvard University and IBM certified Professional Data Scientist, I also have Data Science Certificates from Udemy and Codecademy so I can be of great importance here. You can check out my certificates on my Li Больше

£27 GBP / час
(0 отзывов(-а))
0.0
cyash61

Hello there, I am a machine learning and data science expert with more than 8 years of experience working with clients across the globe on data science consulting and providing data driven solutions through statistica Больше

£20 GBP / час
(0 отзывов(-а))
0.0
saumyasheth4189

Hi, Hope you have been doing safe & sound amidst the COVID-19 outbreak. Let me briefly introduce myself. My name is Saumya A Sheth. I’ve worked in prominent San Francisco Bay Area companies as a Data Science/ ML Consul Больше

£31 GBP / час
(0 отзывов(-а))
0.0
digitaldatapro

Hi there, I have checked the details and would be glad to help you with the same. I'm the owner of a emerging agency from Ukraine and we're proficient with Yolo, AI, ML, OpenCV, Tesseract, Python, Django, DRF, Yolo, Po Больше

£36 GBP / час
(0 отзывов(-а))
0.0