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Machine Learning Engineer
Machine Learning Engineer
Neysa Networks Pvt Ltd's logo

Machine Learning Engineer

Swapna Uchil's profile picture
Posted by Swapna Uchil
7 - 10 yrs
Best in industry
Mumbai
Skills
TensorFlow
PyTorch
skill iconPython
Hadoop
skill iconR Programming
skill iconGo Programming (Golang)
Linux/Unix
Data processing
Data cleansing
Scikit-Learn
Lisp
Shell Scripting
Spark
Apache Kafka

Day in the life...


As a machine learning engineer at Neysa, you would be required to

- Collaborate with network engineers and IT teams to identify network-related challenges and areas where ML can provide solutions. Understand the specific network remediation problems that need to be addressed.

- Develop ML-based models and algorithms specific to issues that affect computer networks, for example, congestion, security threats and human errors.

- Be comfortable handling multiple types and data sources and then pre-process and clean them for modelling purposes. 

- Develop machine learning models that analyse networking data to predict (and possibly prevent) issues, detect anomalies or optimise performance. Choose the right approach for each, such as deep learning, reinforcement learning, or traditional statistical methods. 

- Train and evaluate the efficacy of your models, create performance metrics to assess robustness and effectiveness, and use feedback loops to make course corrections.

- Design solutions that can scale to handle large network environments efficiently. This typically means optimising execution latency and resource usage.  

- Integrate your model to work with running and maintaining a network. These could be with other machines, human operators, or both. 

- Document your design, architecture and your thought process. Work with the technical writers to make sure your message gets through.

- Stay updated with all that is changing in AI and ML.

 

Must have skills

 

- You should have expertise in machine learning algorithms, data processing, and model development. It would be best to have proficiency in associated frameworks such as TensorFlow, PyTorch or scikit-learn.

- You should understand how computer networks work, how they are used, how they fail, and what happens if they fail.

- You should be proficient in programming languages like Python, R, Go, LISP, etc. It would help if you also were very useful with old-school shell scripting. 

- Experience with data processing tools like Hadoop, Spark or Kafka. 

- An above-average understanding of Linux and operating systems in general.

 

What separates the best from the rest

 

ML and AI are continuously evolving, and so is understanding how these technologies can be applied to solve real-world problems. To do your best, you may also need to

- Conceptualise ways to map new problems to existing methodologies or create new ones.

- Be prepared to iterate, reiterate and then iterate your approach.

- Be able to interact with subject matter experts in multiple fields to identify potential use cases for machine learning.

 

What you can expect

 

An environment where you can do your best work...

- The best equipment that complements your talents

- The best tools in the business for you to bring your creations to life

- A great environment

- Flexible work hours and flexible work locations

- The opportunity to make your mark and shape the future

- And have fun...

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Subodh Popalwar's profile image

Subodh Popalwar

Software Engineer, Memorres
For 2 years, I had trouble finding a company with good work culture and a role that will help me grow in my career. Soon after I started using Cutshort, I had access to information about the work culture, compensation and what each company was clearly offering.
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About Neysa Networks Pvt Ltd

Founded :
2022
Type
Size :
0-20
Stage :
Bootstrapped
About

Good tools are defined by their user-friendly design, facilitating fast and efficient task completion while minimizing disruptions. They are inherently intuitive, allowing users to achieve a high level of proficiency without requiring specialized training. Moreover, with the integration of AI, these tools can potentially provide additional assistance and support, and possibly take over when the human is not in the loop.


After enduring decades of escalating challenges, interoperability nightmares, inept field technicians, and countless sleep-deprived calls, we believe the time has come for a change.


Neysa was founded with a clear purpose: to develop the ultimate tool tailored specifically to meet the needs of engineers.

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What does the company do?
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Software Development, Network Automation

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Subodh Popalwar's profile image

Subodh Popalwar

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