Data Science
Machine Learning (ML)Job Description
We are looking for an experienced engineer to join our data science team, who will help us design, develop, and deploy machine learning models in production. You will develop robust models, prepare their deployment into production in a controlled manner, while providing appropriate means to monitor their performance and stability after deployment.
What You’ll Do will include (But not limited to):
- Preparing datasets needed to train and validate our machine learning models
- Anticipate and build solutions for problems that interrupt availability, performance, and stability in our systems, services, and products at scale.
- Defining and implementing metrics to evaluate the performance of the models, both for computing performance (such as CPU & memory usage) and for ML performance (such as precision, recall, and F1)
- Supporting the deployment of machine learning models on our infrastructure, including containerization, instrumentation, and versioning
- Supporting the whole lifecycle of our machine learning models, including gathering data for retraining, A/B testing, and redeployments
- Developing, testing, and evaluating tools for machine learning models deployment, monitoring, retraining.
- Working closely within a distributed team to analyze and apply innovative solutions over billions of documents
- Supporting solutions ranging from rule-bases, classical ML techniques to the latest deep learning systems.
- Partnering with cross-functional team members to bring large scale data engineering solutions to production
- Communicating your approach and results to a wider audience through presentations
Your Qualifications:
- Demonstrated success with machine learning in a SaaS or Cloud environment, with hands–on knowledge of model creation and deployments in production at scale
- Good knowledge of traditional machine learning methods and neural networks
- Experience with practical machine learning modeling, especially on time-series forecasting, analysis, and causal inference.
- Experience with data mining algorithms and statistical modeling techniques for anomaly detection in time series such as clustering, classification, ARIMA, and decision trees is preferred.
- Ability to implement data import, cleansing and transformation functions at scale
- Fluency in Docker, Kubernetes
- Working knowledge of relational and dimensional data models with appropriate visualization techniques such as PCA.
- Solid English skills to effectively communicate with other team members
Due to the nature of the role, it would be nice if you have also:
- Experience with large datasets and distributed computing, especially with the Google Cloud Platform
- Fluency in at least one deep learning framework: PyTorch, TensorFlow / Keras
- Experience with No–SQL and Graph databases
- Experience working in a Colab, Jupyter, or Python notebook environment
- Some experience with monitoring, analysis, and alerting tools like New Relic, Prometheus, and the ELK stack
- Knowledge of Java, Scala or Go-Lang programming languages
- Familiarity with KubeFlow
- Experience with transformers, for example the Hugging Face libraries
- Experience with OpenCV
About Egnyte
In a content critical age, Egnyte fuels business growth by enabling content-rich business processes, while also providing organizations with visibility and control over their content assets. Egnyte’s cloud-native content services platform leverages the industry’s leading content intelligence engine to deliver a simple, secure, and vendor-neutral foundation for managing enterprise content across business applications and storage repositories. More than 16,000 customers trust Egnyte to enhance employee productivity, automate data management, and reduce file-sharing cost and complexity. Investors include Google Ventures, Kleiner Perkins, Caufield & Byers, and Goldman Sachs. For more information, visit www.egnyte.com
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Shubham Vishwakarma
Full Stack Developer - Averlon
About Egnyte
About
Egnyte provides secure Enterprise File Sharing and Content Governance built from the Cloud down. Access, Share and Control 100% of your data from anywhere using any smartphone, tablet or computer.
Egnyte store billion of files and petabytes of data and we are looking for help to take the platform used by millions of users to the next level of scale. Autonomy and ownership is integral to our culture and engineers own one or more services end to end.
We’re looking for Engineers and they should be able to take a complex problem and work with product managers, devops and other team members to execute end to end.
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We are looking for a React JS or React Native Developer to join our team.
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Apply now for the role of a React.js or React Native Developer at Codebuddy, which is opening doors for skilled, energetic developers looking for MERN Stack Developer Jobs.
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- Developing existing programs by analyzing user requirements and identifying areas for modification by R&D followed by coding.
- Develop UI in HTML, CSS, and JS and integration with the backend using REST API.
- Translate storyboards and various use cases to create high-performing apps.
- Write, execute, and maintain clean, reusable, and scalable code.
- Integrate our various data storage solutions.
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- Knowledge of Object-Oriented Programming
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- Good knowledge of GIT
- Ability to multitask and work in a fast-paced environment.
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Experience working on the AWS technologies.
Excellent communication and teamwork skills
Great attention to detail.
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Director of Technology
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About Intraedge: https://intraedge.com/
Intraedge is a Technology, Products and Learning Organization, It was founded in 2002 with offices in the US, India, Europe, Canada, and Singapore. We provide our clients with the resources and expertise to enhance business performance through technology.
This is Nivetha Shankar from People First Consultants.
Please get to know about us by visiting http://www.peoplefirst.co.in/" target="_blank">www.peoplefirst.co.in
We have a job opportunity for the role of "Outsystems Developer" in one of the fast-growing Japanese-based Start-Up Companies.
Job Location: Chennai / Coimbatore / Bhubaneswar
Job Description:
• Develop high quality and scalable enterprise applications with Outsystem using modern engineering practices
• Integrate application with existing tools used in the company
• Work closely with the design team on creating the solution which improves business value
• Mentor developers on high quality standards
• Advocate LowCode Outsystem development approach and develop best practices
Required Qualifications:
• 1+ years of experience with Outsystem development and programming
experience of at least 3 years’ experience
• Knowledge of databases; NoSQL, MySQL, MongoDB etc.
• Knowledge of API technologies such as REST and JSON
• Knowledge of HTML, CSS and JavaScript
• Knowledge on .NET C# is a bonus
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• Ability to follow instructions and work in a team environment
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• Outsystems Associate Reactive Developer or higher certificate
• Knowledge of other Low Code platforms
• Deep knowledge in web-based languages (JavaScript, JQuery, CSS, HTML)
• Proficiency with Oracle SQL and ASP.NET
• Knowledge of web services (REST and SOAP)
• Knowledge of Atomic Design methodology
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Thanks & Regards,
Nivetha Shankar
People First Consultants
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Java
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Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon