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Data Scientist with Software Experience for Security Application Research and Development

min £36 GBP / hour

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Kiadva ekkor: több mint 5 évvel ezelőtt

min £36 GBP / hour

Project Overview The purpose of this engagement is to improve upon an already capable web application security product through a combination of data science research and implementation. The technology stack consists of a combination of Jupyter Notebooks, Python and associated libraries for research plus Apache Flink with Java or Python sidecars for implementation. This engagement is expected to be an hourly, full-time, short-term contract, although further opportunities are available for engineers that we enjoy working with. Project Description Whilst working for Winder Research, you will be helping a client to improve upon their web application security firewall with novel solutions derived from your Data Science research. Winder Research is a Cloud-Native Data Science consultancy based in the UK. We work within Europe and are looking for someone that is preferably based in Europe and speaks fluent English. The security product is established and you will use existing web application logs to discern characteristic patterns of attack. These attack vectors are already known. Your task will be to confirm these attack vectors, establish the simplest way to detect them, then implement an algorithm to work in near-real time. It is likely that you will be asked to implement this for use in production, hence software experience is important. Project Particulars: The project has already been planned and it is expected that there is approximately three months of full time work. We are also open to flexible working arrangements; 40 hours a week is not required nor preferred. We are a fully remote company so the only location requirements is to be within a few time zones of the UK. Payment will be made on an hourly basis. You will be expected to sign an NDA and a contract. Required Skills: Industrial project experience is valued over and above qualifications. Data Science experience, especially early stage research Jupyter Notebooks, Python (not R!), Numpy, Pandas, SKLearn, etc. Software Engineering experience, especially implementation projects Python, Java, Apache Flink Best practices: Git, Simplicity, Refactoring, SOLID, dependency injection, 12-factor apps, cloud-native, etc. Fluent English Questions and Instructions: In your application for this role we require you to closely follow the instructions below: Address your applications to Phil Provide evidence/descriptions of previous projects that demonstrate: Data Science experience Software Engineering experience Demonstrate how you intend to be productive whilst working independently Indicate any risks that you see with this project and how to mitigate against them
Projektazonosító: 17779869

A projektről

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Aktiválva: 5 évvel ezelőtt

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16 szabadúszó adott átlagosan £39 GBP/óra összegű árajánlatot erre a munkára
Felhasználó avatár
Hello Thank you for these details. Could you please send me sample from the dataset you have to check. so the final output is a system which could predict the existence of an certain kinds of attacks.. correct? Regarding my experience, i have more than 10 years experience in machine learning, data mining, data analysis, text processing and other AI related fields. I usually use Python and Java in these project so i have deep experience in Numpy, Pandas, scikit-learn,..etc. My previous projects in this field include: Social networks data analysis systems, Network (tcp/ip) anomaly detection system, Recommendation systems, Bird sounds recognition system, Natural Language interface to a relational database (like SIRI), chatbots ,.. In addition to many enterprise applications (a simple ERB system for a health care company, Accounting System, ..etc). I used to work remotely on complex project and have all the required software engineering skills to do that. In addition, I have the required theoretical background in these field since i have a master in this field and currently tech ML and data mining courses at the university. I would be happy to work on this project since it is highly related to my specialization. Regards
£40 GBP 25 napon belül
5,0 (26 értékelés)
7,0
7,0
Felhasználó avatár
Hi, can you please share the Application for which you need development as well as consultation services? We will also share Similar applications we own and manage. if you find us good, we shall b able to work together.
£36 GBP 53 napon belül
5,0 (9 értékelés)
6,4
6,4
Felhasználó avatár
Hi Phil, I have read your requirements and I am really interested to work with you. Security related projects are always my favorite projects. I have been working in Python for more than 6 years and have also worked on security of cloud servers. I have done some projects related to web applications in Python. I am using data sciences in some projects related to power. I am good in English and can work as per your time zone. Feel free to ask any questions. Looking forward to add value to your services. Regards, Sajid
£40 GBP 40 napon belül
5,0 (9 értékelés)
6,0
6,0
Felhasználó avatár
Hello Sir, Hope you are doing well...!!!! We are capable to do it we are present in USA and india Thanks Saurabh sharma
£40 GBP 40 napon belül
4,7 (5 értékelés)
5,3
5,3
Felhasználó avatár
Dear Sir, I have 13 Years of experience in Core Java/J2EE, and 4 years in Scala programming. I have been working with the following Java frameworks/technologies/application servers: Hibernate, Spring Framework, Spring MVC, Apache Tomcat, JBoss, MySql, Oracle, JUnit, Log4j, XML... My responsibility includes design and development of user interface using Java/J2EE, I'm a full stack developer. I have worked in different domain like E-Commerce, Banking, and Insurance domain. I have worked as Data Scientist in a project (Denso Hungray) in which we collected industry datasets using Scala technologies like Kafka, Spark. Best Regards, Gyozo
£40 GBP 40 napon belül
4,7 (11 értékelés)
5,3
5,3
Felhasználó avatár
Hello, I have briefly read the description on bioinformatics using python , and I can deliver as per the requirements however I need us to discuss for more clarity on the details, deadline and budget as well.
£40 GBP 40 napon belül
5,0 (8 értékelés)
4,2
4,2
Felhasználó avatár
To Phil ... I'm senior java developer and I have a team of developers. Latest experiences is development of REST APIs cloud infrastructure with: java 8, vertx, RxJava, Guice, MongoDB, Maven, docker, kubernates. That experience was applied to a few projects. This project looks very challenging for me because of the "Data Science" aspect, data security. My Data Science experience: in far past I had very strong mathematical background but I switched to software development field. In the year 2000 I graduated from Dnipropetrovsk National University, Applied Mathematics. Also later had experience of scam detection patterns scoring system for one of my clients. Software Engineering experience: My experience here starts in 1993, later between 1995-2000 I created lots of small console and desktop programs with mathematical background. After that only commercial experience till now. Working independently: 1) high availability, reliable, regular calls/reporting; 2) estimation/implementation, result driven; 3) any quality improvements or non-critical change requests to be planned for future milestones/sprints/whatever - this allows to release parts of functionality in time.; 4) I have distributed team of developers, so I can use them. Risks: 1) possible issues with understanding requirements at start when there is noone to help; 2) first estimates could be not precise for this project; 3) I work from Monday till Friday including.
£36 GBP 40 napon belül
5,0 (3 értékelés)
1,0
1,0
Felhasználó avatár
Hi, About the required skills: I am a computer science student and I have coursed: - Predictive Data Science: Half of the course we used RStudio and R libraries for machine learning. The other half we had to use our skills in Python to make the same things we did in R. - Descritive Data Science: We kept using R Notebook, but I decided also use Jupyter Notebook. I am very experienced with Java development, web development, agile methodologies, SQL DB and Git. I worked on a deep learning project: A github recommendation system based on TensorFlow's Factorization Machine. A problem that we can face is: I dont have 40 hours weekly, but I would put my maximum effort to do things right within 20~25 hours. My english isnt a perfect one but we can communicate easily. Cheers.
£36 GBP 20 napon belül
0,0 (0 értékelés)
0,0
0,0
Felhasználó avatár
Hello Phill, I`m writing on behalf of MaxinAI. We are small group of AI experts, experienced in data science, machine learning and neural networks. We are really interested in your job posting. You may find full resumes on our profile https://www.freelancer.com/u/MaxinAI Our recent projects in data science include: ● Face recognition, similarity check and Face search algorithm research; ● NSFW content detection system for a social network with over 25 million users; ●Merchant name extraction from transaction string; My recent projects in software engineering include: ●Fintech admin panel project; ●Document management system for the Government of Georgia (the country); We`ve worked remotely for a while now and find it easier and less stressful. On top of that we take much pride in our relentless focus on timely delivery. In order to indicate any risks, we need to know some more details about the project. Really looking forward to your response. Regards
£44 GBP 40 napon belül
0,0 (0 értékelés)
0,0
0,0
Felhasználó avatár
A I am a hard worker with fast learning capability. A results-driven, customer-focused, diligent and analytical Software Engineer who strive for self-development. Strong in design and integration problem solving skills. I am team player; I have started my carrier as a trainee lowest label in the team, now I am a senior engineer, so I have experience of how to deal in team work as a team player. My Skillset: • Frameworks: Django, Flask, Mezzanine, Django REST framework. • Libraries: Requests, BeautifulSoup, South, django-allauth, celery • API (REST framework) • Database: MySql, MongoDB, Postgres, Redis • Clouding Server: Google App Engine, Amazon web Services, Heroku, Digital Ocean... • Frontend: Bootstrap3, CSS, HTML5, SASS, LESS • Facebook API, Google API, Twitter API, LinkedIn API integration etc... • SMS gateway: Twilio, Plivo • Server: AWS, EC2, S3, Apache, passenger • JS Frameworks: JQuery, Angular, React • Unix, Mac, Windows operating systems. • Hands on experience in telecom wireless, IoT industry or management consulting, solution architecture and design. • Software system design and architecture skills. • Extensive experience developing prototypes and general rapid prototyping skills. • Certifications or experience with PTC ThingWorx, GE Predix, or AWS • Use of raspberry pi in practical projects
£40 GBP 40 napon belül
0,0 (0 értékelés)
0,0
0,0
Felhasználó avatár
Because I learned basic penetration test and I already work in a startup company as data scientist also in the future I want to use ML and DL algorithms for security
£40 GBP 40 napon belül
0,0 (0 értékelés)
0,0
0,0
Felhasználó avatár
Hi Phil, Very interesting data science project ! My best: 25 years as Networked database programmer & consultant over A.I. automation and security even for large corporate environments. My worst: not so fluent in spoken UK English, but used to write (and read) technical documentation and algorithm analysis in English. About security product, I am able to independently or team based work on patterns attack vectors both already known, to be discovered and (not last) A.I. based intuition. I can write software that can automate the process of confirm these attack vectors, establish the simplest way to detect them, then implement an algorithm to work in near-real time. (Yes I copied exactly Your words because You are right minded upon this !) A.I. and automation are a very great helpers in this challenge. Want experience over them ? Hire me :) Feel free to contact me for any clarification or question that can get the success of your goal Cheers Gianni
£36 GBP 40 napon belül
0,0 (0 értékelés)
0,0
0,0

Az ügyfélről

UNITED KINGDOM zászlója
York, United Kingdom
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Tagság kezdete: szept. 16, 2018

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