Neysa Networks Pvt Ltd

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...

Company background

Communication networks are challenging to deploy and manage but are critical for almost everyone. Imagine your life one day without your phone, social media or online banking. Networks are as essential in society today as never before. As a result, the folks who run these networks are a harried lot. We at Neysa are out to change that by making software that makes life easier for the people who silently make our lives easier. And we are looking at you to make Neysa a great workplace.

Role Specifics

Human Resources (HR) is a much-maligned word in the corporate setup. But a good HR organisation is pivotal for a good company. We expect our people to be working at 100% all the time. And a good HR should keep them going that way.

Day in the life

In this role, you will be expected to…

• Manage compensation and benefits for a group of highly charged and motivated individuals.
• Create metrics to monitor performance at an individual and department level.
• You should be good with data and reports, and personnel documentation.
• Handle expectations and conflicts.
• Be the sounding bell for new company policies, and create mechanisms for enforcement.
• Manage employee experience, and be an evangelist for well-being.
• Keep an eye out on employee morale and engagement.

Must-have skills

On day one, we'll expect you to...

• Be a great people person, friendly and approachable.
• Have a firm command of the technology and tools you need.
• Have excellent communication, both written and spoken.
• Understand regional and cultural undercurrents and how they can affect the workplace.
• Be the employee's voice to the company management, and vice versa.

What separates the best from the rest

As a good HR professional, you should…

• Innovate in improving employee interaction and retention.
• Plan team activities focused on fostering camaraderie and belonging.
• Be apprised of the job environment and foresee challenges.

What can you expect

As a startup intending to provide the best work environment…

• Receptive management with a commitment to employee wellness.
• The freedom to try out new methods and paradigms to maximise employee loyalty.

Company background and Vision

We at Neysa believe that good software is one where you don’t have to (necessarily) read the full manual. Good software is intuitive, inviting and accommodating. Most importantly, good software should make life easy. That’s easier said than done, though. Good software is definitely hard to write. For the end user to be required to do the least amount of work, the developer has to do the most. To get the most out of a computer system, the code should be as native as possible. Neysa is out to build the most intuitive network management software ever, and we hope you would write code to bring that vision to life.

Day in the life In this role...

Work with time-sensitive and streaming data for analysis, filtering and sorting, for example, the C++ STL. Create parallel processing architectures which can scale up and down on demand. Interact with external systems and handle their idiosyncrasies in a live, data-heavy, time-constrained environment. Provide a resilient and predictable platform for upper-layer applications. Come up with bespoke solutions for real-world data handling problems. Handle cryptography and communication security over untrusted channels.

Must-have skills

On day one, we'll expect you to... Have a deep understanding of object-oriented programming, socket programming and memory management techniques. Have experience with multi-threaded and multi-core programming and its associated concurrency, locking and synchronization techniques. Be aware of interprocess communications (IPC/gRPC) and message queueing. Be comfortable with mathematical functions and the associated libraries in system programming. You also should be unafraid to use math to optimize your code. Understand synchronous and asynchronous communication, and when to use what. Be comfortable in handling low-level byte-handling operations.

What separates the best from the rest

You will need to have... The initiative to work on your own, at your own pace, but on a schedule. The courage to iterate, re-iterate and the re-re-iterate till you get it right. And then defend your design philosophy. Think through all the possible applications of your work, and then make sure it performs awesome in every one of them. Making the right algorithm choices based on design requirements. Write good, commented and (hopefully) error-free code. Logic failures are acceptable, but poor error handling is not.

What you can expect

The best equipment which 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. You will need to be in the office though. The opportunity to make your mark and shape the future. And have fun…

The Technical Skill Tree

Things you must know…

C, C++, Java, system programming, stream programming, socket programming, Linux Internals, Hooks and System Call and Kernel APIs. Locking and synchronizing techniques like mutexes, atomics, deadlocks and races and ways to avoid them. “Safe” programming, exception handling. String input/output and manipulation, data structure(hash tables, graphs, stacks, queues, trees, binary trees) and operations on them. System memory management, instruction reordering and memory order. A “code-based” understanding of the TCP /IP stack and other networking protocols.

Great if you know....

Garbage collection in C++, thread-safe and type-safe programming, hierarchal exceptional handling. Specialised algorithms for data collection, analysis and presentation. Understanding of the REST, protobuf, XML, JSON and other data interchange formats. Understanding of cryptographic libraries, key management concepts, and symmetric and asymmetric encryption. STL containers, API service creation, “daemons”, operating system services, microservices,

We'll help you out on ...

Web servers, system administration, website management, code management systems, and code debugging systems. CI/CD, Automation frameworks. Version management tools.

The Neysa Team

Neysa is founded by a team, which has nurtured a multi-million dollar business from its inception and grown it to be the best in its industry. We are problem solvers at heart, and we get our kicks when our ideas are out there, taking a crack in the real world. Never accepting the status quo, we have always pushed the boundaries of what is possible. And changed our lives, the people we work with and the community in which we operate.

We at Neysa believe that good software is one where you don’t have to (necessarily) read the full manual. Good software is intuitive, inviting and accommodating. Most importantly, good software should make life easy. Neysa is out to build the most intuitive network management software ever, and we are hoping you could bring the software alive through some impressive graphics and animation skills.

Location - Mumbai (Onsite)

Experience - 5 to 7 years in a relevant role

In this role, you will (Day in the life)

• Contribute towards building the user interface of the Achates Network Management system being built at Neysa.
• Work on creating seamless animations for a SaaS product.
• Work with some of the best developers to bring your work to life.

Must-have skills (On day one, we'll expect you to)

• Be able to create visually appealing designs, animations and other motion graphics related material.
• Have a deep understanding of current web development tools and techniques.
• Be hands-on with the tools of the trade like the Adobe Creative Suite, responsive design etc.
• Understand the backend enough to do proof of concepts. Working knowledge of SQL and PHP would be great.
• Be aware of search engine optimization strategies.
• Have great interpersonal skills, and be able to effectively communicate your design language with a developer.
• Have a good grasp of the English language.
• Have a showcase, which you can, well, showcase.

Added skills you may need to have (What separates the best from the rest)

• The initiative to work on your own, at your own pace, but on a schedule.
• The courage to iterate, re-iterate and the re-re-iterate till you get it right. And then defend your design philosophy.
• Think through all the possible applications of your work, and then make sure it looks awesome in every one of them.
• Making software that is intuitive. Users should NOT have to read the manual.

What can you expect....

A networking environment like no other…

• The best equipment which 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…

The Technical Skill Tree

Things you must know…

• Figma, Adobe Creative Suite
• Sketch, InVision Studio, Principal, Framer
• Wireframing, Responsive web design

Great if you know…

• Cross-browser/platform compatibility testing, performance management, CSS/JS Animation
• jQuery, XML, XHTML, Data APIs (viz. REST)
• Joomla, Drupal
• Process automation tools viz. Jira, SDLC concepts
• Bitbucket, SVN
• Web security

We’ll help you out on…

• Web servers, system administration, website management, content management systems

The Neysa Team

Neysa is founded by a team which has nurtured a multi-million dollar business from it’s inception and grown it to be the best in its industry. We are problem solvers at heart, and we get our kicks when our ideas are out there, taking a crack in the real world. Never accepting the status quo, we have always pushed the boundaries of what is possible. And changed our lives, the people we work with and the community in which we operate.

Day in the life

In this role, you will…

• Work with multiple networking vendors, multiple networking technologies and multiple networking deployments.
• Build networking scenarios to simulate small and large deployments. Small could be ten, and large could be ten thousand.
• Design “to-fail” networks that self-heal and self-re-organize with no disruptions.
• Work with ancillary technologies, viz. cloud, automation, UNIX, etc.
• Interact with developers to optimise algorithms and design new network deployment rules.
• Understand what is critical, what is not and in which context. 

Must-have skills

On day one, we'll expect you to...

• Have a deep understanding of networking concepts in general and IP networking in particular. 
• Be intimate with routing and switching. BGP, OSPF, IS-IS, Ethernet, VLANs, VRFs, MPLS and segment routing and how they influence each other. 
• Understand concepts like load balancing and failover management. 
• Be comfortable with overlay concepts like VXLAN, NVGRE etc. and their dependencies.
• Understand network automation.
• Have a working knowledge of UNIX or UNIX-like operating systems. 
• Be good at explaining your ideas to non-experts.
• Have experience working on the cloud and cloud networking.
• Be comfortable with virtual networks, VPN as encryption. 
• Be knowledgeable about services that affect the network, such as DNS, NTP, DHCP, network controllers, route reflectors, etc. 

What separates the best from the rest

Added skills you may need to have...

• The initiative to work independently, at your own pace, but on a schedule.
• Intuitive about what is a problem now and what could be a problem down the line. 
• Be able to work with multiple vendors and their implementations of networking standards. 
• Certifications would be handy. 

What can you expect

A networking environment like no other…

• Access to your lab with the freedom to make (or break) new implementations.
• The ability to design your network to support mission-critical business and then defend your choices.
• Heady (but healthy) discussions on networking technology and its inner workings.
• Your work in a multi-vendor, multi-cloud environment.
• A great working environment. 

The Technical Skill Tree

Things you must know…

• Static routing, BGP, OSPF, IS-IS, VRFs, MPLS, LDP, RSVP, ARP, GARP, VLANs, Trunking
• IPv4 and IPv6 addressing and subnetting 
• VXLAN, NVGRE, IPSec, GRE, virtual networks
• Access lists and route maps
• LAGs and M-LAGs, VRRP, HSRP, Stacking, STP

Great if you know…

• EVPN, MP-BGP, Full-mesh topologies, BGP-RRs, Loopback networking, multicast and multicast routing. 
• DHCP, DNS, RADIUS/TACACS, UNIX Shell Scripting (any shell)
• BGP based L2/L3 VPNs, Communities
• Firewalls, port security
• CLIs from Juniper, Arista and Cisco.

We’ll help you out on…

• Segment Routing
• IP-CLOS, host networking
• Controller networking

The Neysa Team

Neysa is founded by a team that has nurtured a multi-million dollar business from it’s inception and grown it to be the best in its industry. We are problem solvers at heart, and we get our kicks when our ideas are out there, taking a crack in the real world. Never accepting the status quo, we have always pushed the boundaries of what is possible. And changed our lives, the people we work with and the community in which we operate.

Company background

We at Neysa believe that good software is one where you don’t have to (necessarily) read the full manual. Good software is intuitive, inviting and accommodating. Most importantly, good software should make life easy.

Neysa is out to build the most intuitive network management software ever, and we are hoping that you would write code to bring that vision to life. 

Role Specifics

In this role you'll get to …

• Create a coherent flow for a network management system.
• Work on the Neysa Networks Website and product announcement portal.
• Develop the backend for the Achates Network Management system.
• Design and code the algorithms and databases for Achates Network Management system.
• Work with some of the best designers to bring your work to life.

Must-have skills

On day one, we'll expect you to...

• Have a deep understanding of current web development Stacks and API
• Have a deep understanding of large interconnected sub-systems. A deep understanding of any two of PHP, Python or Node would be essential. You should have working knowledge of designing and working with SQL and NoSQL databases.
• Experience on systems that scale, which means you should have a good understanding of different streaming, queuing and caching technologies.
• Understand dynamic web-based front-ends which are continuously updated. WebSockets / Server-Sent Events knowledge is crucial.
• Experience in building API using REST. Understanding other API designs like XML or GraphQL would be great.
• Be deeply familiar with an API-first design methodology.
• Have great interpersonal skills, and be able to effectively communicate your ideas.
• Have a good grasp of the English language.
• Have a showcase, which you can, well, showcase.

What separates the best from the rest

Added bonuses you will need to have...

• Understanding frontend architectures for mobile and web would be an advantage.
• The initiative to work on your own, at your own pace, but on a schedule.
• The courage to iterate, re-iterate and the re-re-iterate till you get it right. And then defend your design philosophy.
• Think through all the possible applications of your work, and then make sure it looks awesome in every one of them.
• Making the right technology choices based on design requirements.
• Making software that is intuitive. Users should NOT have to read the manual.

What you can expect

An environment where you can do your best work….

• The best equipments that complement 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…

We’ll help you out on…

Web servers, system administration, website management, content management systems

CI/CD, Automation frameworks,

File copy and synchronisation tools. 

The Technical Skill Tree...

Things you must know....

JavaScript, HTTP, URI/URL semantics, SQL Servers, No-SQL Servers, HTML data “streaming”, caching, authentication, session management, PHP, JSON, AJAX, Node.js, PyCharm, Visual Studio Code, Eclipse or similar IDEs, Version management, GIT, SQL and No-SQL based deployments.

Great if you know....

Cross-browser/platform compatibility testing, performance management, jQuery, XML, XHTML, Data APIs (viz. REST), streaming data handling, Process automation tools viz. Jira, SDLC concepts, Bitbucket, SVN, We Security.

We'll help you out on...

Web servers, system administration, website management, content management systems, CI/CD, Automation Frameworks, file copy and synchronisation tools.

The Neysa Team

Neysa is founded by a team which has nurtured a multi-million dollar business from it’s inception and grown it to be the best in its industry. We are problem solvers at heart, and we get our kicks when our ideas are out there, taking a crack in the real world. Never accepting the status quo, we have always pushed the boundaries of what is possible. And changed our lives, the people we work with and the community in which we operate.