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Byteridge is seeking a Rapid Prototyping Engineer specializing in AI Infrastructure & Optimization to work with our most strategic customers on deploying, fine-tuning, and optimizing large language models at scale. You will be at the forefront of Byteridge's AI infrastructure capabilities, helping customers unlock the full potential of foundation models through expert-level deployment on GPU infrastructure.

This highly technical role requires deep expertise in machine learning infrastructure, GPU optimization, and production ML systems, combined with the ability to translate complex technical concepts into customer success.

What You'll Do

Model Deployment & Optimization

• Lead end-to-end deployments of large language models on AWS infrastructure for strategic

customers

• Design and implement training, fine-tuning, and inference pipelines using Amazon SageMaker AI

• Optimize model performance through GPU-level tuning, kernel optimization, and infrastructure

configuration

• Deploy models on diverse GPU architectures including NVIDIA and AWS custom silicon (Trainium,

Inferentia)

Infrastructure Architecture & Performance

• Architect scalable ML infrastructure using SageMaker AI Inference, HyperPod, and distributed

training frameworks

• Implement CUDA-level optimizations and custom kernels for improved model performance

• Design storage and networking architectures optimized for high-throughput ML workloads

• Troubleshoot and resolve complex performance bottlenecks at the GPU driver and kernel level

Customer Engagement & Technical Leadership

• Partner with AWS AI Specialist Solution Architects and customer ML teams to understand model

requirements and deployment constraints

• Provide technical guidance on model selection, fine-tuning strategies, and production best practices

• Conduct performance benchmarking and cost optimization analysis for ML workloads

• Share field insights with AWS product teams to influence infrastructure and service roadmaps

What We're Looking For

Core Qualifications

• Bachelor's degree in computer science, Engineering, or equivalent practical experience (Master's or

PhD preferred)

• 5+ years of experience in machine learning infrastructure, model deployment, or GPU computing

• Strong programming skills in Python and experience with ML frameworks (PyTorch, TensorFlow, JAX)

• Deep understanding of LLM architectures, training methodologies, and inference optimization

Technical Expertise (High-Level Alignment)

• Hands-on experience training, fine-tuning, or deploying large language models in production

• Proficiency with GPU programming, CUDA, and kernel-level optimization techniques

• Experience with distributed training frameworks and multi-GPU/multi-node orchestration

• Strong knowledge of AWS core services: EC2 (GPU instances), S3, EFS, VPC, and networking

Preferred Experience

• Direct experience with Amazon SageMaker AI (Training, Inference, HyperPod) or equivalent ML

platforms

• Understanding of GPU architectures (NVIDIA A100, H100) and AWS custom silicon (Trainium,

Inferentia)

• Experience with model compression techniques (quantization, pruning, distillation)

• Knowledge of MLOps practices, model monitoring, and production ML system design

• Background in high-performance computing, distributed systems, or systems programming

Essential Attributes

• Ability to dive deep into technical problems and debug complex infrastructure issues

• Strong analytical skills with data-driven approach to optimization

• Excellent communication skills to explain complex technical concepts to diverse audiences

• Comfortable working in ambiguous, fast-paced environments with evolving requirements

• Ownership mindset with ability to drive projects from architecture to production

KEY RESPONSIBILITIES:

Sales function:

* Acquisition of New Clients

* Responsible for business development for General Insurance products including Mediclaim, Asset, Fire, Liability, Engineering, Marine, etc.

* Create and execute strategies to explore new potential markets and retain existing clients.

* Driving Sales team for Initial contact for Enquiries / RFQ/Mandate Letters.

* Giving a clear understanding of the pricing and features of the product and their impact on profitability.

Relationship management

* Handling corporate customers and maintaining excellent relationships with them.

* Leveraging on the relationship with corporate and focusing on closures.

* Liaisoning with insurers and TPA to provide better services and quotes to clients.

Other Functions:

* Coordinating with HR & Finance for Corporate Data.

* Administering guidelines in terms of documentation while policy issuance and claims servicing

* Tracking of competitor activities to understand the market trends and take proactive actions.

* Analyzing their risk portfolio, suggesting ways forward to mitigate losses and maintain a healthy bottom line.

Personal Skills

* At least 3-10 years of experience in B2B sales and customer-facing role

* Very strong written and verbal communication

* High customer empathy

* Strong problem solver,

* Ability to work with cross-functional teams to resolve issues

. Experience in outbound prospecting, cold calling, and managing sales pipeline

* Previous experience mainly in hunting, new client acquisition, and sales closures

* Experience having sold to Founders, CHROs & CFOs is a plus

* Consistently meeting assigned sales targets

* Strong spoken and written communication skills in English

Required Qualifications, Capabilities, And Skills: 

• 7+years of experience as Lead Full-stack engineer with hands-on in Python to build complex web applications backed by RDBMS, Snowflake or NoSQL database. 
• Good understanding / implementation experience in unit test automation using Junit, JMock or TestNG 
• Experience with frameworks like ReactJS, Python Flask and designing Microservices / event-driven architecture. 
• Experience with cloud (AWS or Azure) and running the development of cloud-based applications and development of APIs, web services. 
• Experience with Git, Azure Devops and Git flow for code lifecycle management 
• Solid experience in Designing, Development and Maintenance of Scalable, Distributed applications. 
• Understanding of software engineering concepts and formal applied experience of OO and functional programming paradigms 
• Hands-on practical experience in system design, application development, testing, and operational stability 
• Hands-on experience with CI/CD deployment pipelines. 
• Experience working and managing Agile / Scrum development cycles. 
• Ability to communicated ideas / architecture and get consensus from the relevant collaborators. 
• Experience in developing, debugging, and maintaining code in a large corporate environment with one or more modern programming languages and database querying languages. 
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• Must Have Skills : The candidate should be experience in Python with React JS 

Primarily we look for below following criteria :

• Good requirement gathering / BA skills
• Experience of Agile framework
• Domain – BFS : Wholesale / Retail etc. 
• Data Analytics & AI, Digital Banking experience

Role will determine the process and strategy to be used in software design at a project level (Agile, top-down, bottom up, stepwise refinement, use of patterns and pattern languages, iterative and incremental processes etc.) and has a deep Understanding of the software development lifecycle and has knowledge of the overall application development space combined with understanding of the business and domain. Role will Identify risks across the project life-cycle and conceive mitigation strategies, will drive AGILE practices and frameworks within the organization and creating visibility for the same and guide the teams in application of AGILE frameworks, will resolve problems and identify opportunities for improvements within AGILE.  Will design and fine-tune DB solutions and will oversee performance tuning. Role will work with Configuration Management tools to enforce CM practices and processes. Role is required to help define and adhere to the QA standards and will work with a deep understanding of performance bottlenecks, production infrastructure, interfaces and dependencies of the product and Measure program performance against target and publish dashboards to leadership. Role is also responsible for Analyzing scope change requests to make informed decision on resourcing, cost and time estimation and effectively managing all escalations in-line with organization norms.

Director-Software Operations is also responsible for attracting and retaining top talent in the organization. Will use the “People first” approach in the decision making and helps the organization in the people engagement journey. Role is responsible for aligning the organizational objectives to the team objective, derive goals for individuals and ensure a fair, transparent, inclusive workplace culture. Will nurture teams through different situations, be responsible for the individual development plans and performance metrics.

Competencies:

• Anticipates stakeholder’s stated / unstated needs; suggests specific changes in processes to improve the company’s responsiveness and deliver superior stakeholder experience
• Builds and nurtures long-term, mutually profitable stakeholder partnerships. Builds a say in stakeholder decisions by establishing strong credibility and offering a superior end-to-end experience
• Builds and promotes systems / practices for effective capture, dissemination and management of knowledge at a Business Unit level
• Understands competitive global business environment and builds comfort with VUCA conditions, provides clarity to the team to act quickly and with precision on implicit and explicit stakeholder needs
• Focuses on continuous improvement through constant assessment of existing procedures, Selects and cross-fertilizes ideas across teams within the Business Units
• Drives collective accountability through appropriate actions (involving employees in goal-setting and ongoing communication
• Adapts management style to different situations and provides calmness and consistency to the team during stressful situations, serves as an advisor, providing guidance to multiple teams on contribution to key organizational decisions such that employee concerns are addressed.
• Drives synergy and cooperation across different stakeholders, to catalyze critical decision making, to work towards common organizational goal. Continuously owns and exceeds challenging targets; Drives team to consistently exceed past performance
• Encourages people to work outside of their comfort zone and creates the right conditions for them to demonstrate new competencies, Provides regular feedback in a constructive manner
• Develops and uses systems to organize and keep track of performance across the function, identifies areas to refocus team efforts and improve performance and quality while managing
• Shows respect for differences and draws upon different ideas in the business unit to enhance business performance, takes effort to create an open environment for team to voice views and capitalizes by leveraging synergies across teams.

Technical Skills:

• Should have prior experience in design, develop and maintaining .Net based web applications within all phases of the Software Development Life Cycle (SDLC)
• Should have worked on complex, multi-tiered architectural applications
• Strong experience in business understanding, requirement gathering and project scoping.
• Should have Experience of Object Oriented programming practices (SOLID principles, Design pattern)
• Should have prior experience in handling a large team of developers, testers, database developers and architects
• Should have experience in Feasibility Analysis - Technical feasibility (Study of proposed application, performance expected, application function, benefits), Financial feasibility (costs incurred, milestone timelines), Operational feasibility (does the application meet the need or solve the problem, will users be able to adapt to the application)
• Should have experience with the process of choosing from the design patterns and platforms and should be able to convey the merits and demerits of these to the team
• Should be well versed with the security frameworks, assessing vulnerabilities, Secured Code, SSL/Non SSL, Vulnerability tests amongst the areas being proficient at.
• Should have prior experience working with agile teams and alternative programming approaches like either of ADM/Scrum or Xtreme programming, KanBan or Re-factoring
• Experience in creating project charter for the project to clearly list out project objectives, duration, milestones, etc.
• Should have lead a team of Application and database developers and is competent to train/assist them on all their Technical requirements that come up as part of their day to day assignments
• Experience in developing web application with C#, MVC 5, ASP.Net, Web API
• Sound working experience in any one of the JS frameworks including advanced JS frameworks for web comprising of Angular, React, Backbone.
• Hands on HTML/5, CSS, Advance jQuery & JavaScript and advance knowledge of designing HTML pages with JQuery.
• Prior experience of bootstrap for managing highly dynamic & scalable browser-based UI.
• Hands on experience in writing high performance SQL queries, in SQL Server 2014/ 2016 or MYSQL will be preferred.
• Should be proficient at Cloud concepts & guiding principles - Various cloud solution like AWS, AZURE, OPENSHIFT, Pivotal Cloud Foundry, Google etc. and their key features, advantages and disadvantages
• Should be proficient at T-SQL programming and development
• Identify production and non-production application issues and assist team with optimal solution.
• Supporting creation of thought leadership (POVs, research papers) in the field of programming
• Identify opportunities to fine-tune and optimize applications of .Net developed projects, including periodic code review.
• Should have worked with Gantt charts or similar planning tools and should have prior experience in reporting/MIS
• Should Contribute to the development of new techniques and plans within area of expertise.

Educational Qualification and Experience:

• Minimum of 15 years of formal education - Graduate / Post Graduate in Computer Science / Information Technology.
• Professional work experience of 15 to 20 years including 5 to 7 years in a leadership role.

Basic Qualifications:

• 2+ years of non-internship professional software development experience
• Programming experience with at least one modern language such as Java, C++, or C# including object-oriented design
• 1+ years of experience contributing to the architecture and design (architecture, design patterns, reliability and scaling) of new and current systems.

Additional Job requirements

• BS/MS/PhD in Computer Science/Math or equivalent
• BS in computer science or related field.
• 2+ years of relevant professional software development experience: designing, developing, and delivering software written in Java, C#, or C++, web development.
• Knowledgeable in object-oriented design patterns.
• Experience building highly scalable and distributed systems

Preferred Qualifications

• Experience with service-oriented architecture and application/services development
• Passion for performance debugging and benchmarking

As a Software Development Engineer at Amazon, you have industry-leading technical abilities and demonstrate breadth and depth of knowledge. You build software to deliver business impact, making smart technology choices. You work in a team and drive things forward. 

Top Skills

•    You write high quality, maintainable, and robust code, often in Java or C++.

•    You recognize and adopt best practices in software engineering: design, testing, version control, documentation, build, deployment, and operations.

•    You have experience building scalable software systems that are high-performance, highly-available, highly transactional, low latency and massively distributed.

Roles & Responsibilities

•    You solve problems at their root, stepping back to understand the broader context.

•    You develop pragmatic solutions and build flexible systems that balance engineering complexity and timely delivery, creating business impact.

•    You understand a broad range of data structures and algorithms and apply them to deliver high-performing applications.

•    You recognize and use design patterns to solve business problems.

•    You understand how operating systems work, perform and scale.

•    You continually align your work with Amazon’s business objectives and seek to deliver business value.

•    You collaborate to ensure that decisions are based on the merit of the proposal, not the proposer.

•    You proactively support knowledge-sharing and build good working relationships within the team and with others in Amazon.

•    You communicate clearly with your team and with other groups and listen effectively. 

Skills & Experience

•    Bachelors or Masters in Computer Science or relevant technical field.

•    Experience in software development and full product life-cycle.

•    Excellent programming skills in any object oriented programming languages - preferably Java, C/C++/C#, Perl, Python, or Ruby.

•    Strong knowledge of data structures, algorithms, and designing for performance, scalability, and availability.

•    Proficiency in SQL and data modeling.