
About Baylyn Media
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Location: Bangalore
Experience: 3-5 years
Type: Full-time | On-site
Start: Immediate
Why this role exists
Most companies are using LLMs.
Very few are building an advantage from them.
Right now, LLM cost is our largest margin constraint, and model behavior is still too generic to be defensible.
This role exists to:
- Turn LLM usage into a cost-efficient system
- Build compounding intelligence across accounts
- Create a differentiated analysis layer that competitors can’t replicate
What you’ll do
You will not just build models.
You will own the intelligence and cost structure of the platform.
1. Drive down LLM cost dramatically
- Reduce cost per interaction from ₹40 → ₹2 within 6 months
- Implement:
- Model tiering (right model for the right task)
- Caching strategies (semantic + response caching)
- Batching and async processing
- PTU / reserved capacity optimization
- Ensure performance does not degrade while reducing cost
2. Optimize infrastructure spend
- Reduce cloud spend from ₹20L/month → ₹4L/month
- Work across infrastructure layers (Azure / compute / inference)
- Balance:
- Latency
- Cost
- Throughput
- Treat infra as a first-class optimization problem
3. Build the fine-tuning and learning pipeline
- Design systems where:
- Every interaction improves future performance
- Build pipelines for:
- Fine-tuning
- Feedback loops
- Continuous model improvement
- Ensure the 5th customer deployment is structurally better than the 1st
4. Create a differentiated intelligence layer
- Build analysis systems that:
- Extract signals from interactions
- Improve decision-making
- Drive outcome improvements
- Move beyond responses → insight + action
5. Enable new AI-native product categories
- Identify opportunities where:
- AI enables workflows that were not previously possible
- Build foundational ML capabilities to unlock those categories
- Focus on creation, not just efficiency
6. Commoditize LLM usage internally
- Abstract complexity of LLM usage from product teams
- Build internal systems where:
- Cost is predictable
- Performance is consistent
- Make LLM usage a reliable utility layer
What success looks like
- Cost per interaction drops to ₹2 or lower
- Infrastructure spend reduces 5x without performance loss
- Model performance improves with every deployment
- Platform develops a clear intelligence advantage
- New AI-native capabilities become possible due to your systems
Who you are
- You have 3-5 years of experience in ML / applied AI / systems engineering
- You have worked with:
- LLMs
- Inference optimization
- Production ML systems
- You think in:
- Systems
- Trade-offs (cost vs latency vs quality)
- You care about real-world impact, not just model metrics
What will make you stand out
- Experience with:
- LLM optimization (prompting, fine-tuning, distillation)
- Distributed systems or infra-level optimizations
- High-scale inference systems
- Built systems that:
- Reduced cost significantly
- Improved performance over time
- Strong understanding of:
- Caching strategies
- Model routing
- Evaluation frameworks
Why join
- You will directly impact company margins and scalability
- Your work defines whether we have a defensible ML advantage
- You will build systems that move from:
- Generic AI usage → compounding intelligence
What this role is not
- Not research-only
- Not experimentation without production impact
- Not isolated from product and business outcomes
What this role is
- A builder of ML systems at scale
- A driver of cost and performance optimization
- A creator of long-term competitive advantage
One question to self-evaluate
Can you build ML systems that get cheaper, smarter, and more valuable with every interaction?
- On-Premise Infrastructure Management: Utilize 10-20 years of experience to oversee and optimize on-premise infrastructure, ensuring stability, scalability, and security.
- Cloud Infrastructure Management: Lead the implementation and management of AWS and Azure cloud environments, leveraging best practices and ensuring adherence to security standards. Must be cloud certified and proficient in managing PaaS services.
- Dynatrace Monitoring: Utilize Dynatrace expertise to implement and maintain effective monitoring solutions, ensuring proactive identification and resolution of performance issues.
- Technical Expertise: Demonstrate proficiency in a variety of technologies including Oracle, SQL Server, Shareplex for Oracle replication, Commvault, Windows, Linux, Solaris, SNMP Polling and Traps, Unix Extension, and more.
- Analytical Skills: Conduct complex analysis to optimize bulk metrics and alert profiles, ensuring efficient resource utilization and timely response to critical incidents.
- Cloud Integration: Facilitate inter-AWS account integration using Terraform IAM roles and integrate with other products such as Splunk, APIM, and VMWare to enhance overall infrastructure capabilities.
- Experience working with On-Premise Infrastructure
- Experience with AWS & Azure and Cloud Certified.
- Dynatrace Experience & Professional Certification
Job involves coordinating with companie's HRs , Screening candidates and lining up of interviews.
Candidate should have 0 to 2 years of experience in similar field or in HR.
Responsibility
- Designing and building the website front-end.
- Creating the website architecture.
- Designing and managing the website back-end including database and server integration.
- Generating WordPress themes and plugins.
- Conducting website performance tests.
- Troubleshooting content issues.
- Conducting WordPress training with the client.
- Monitoring the performance of the live website.
Eligibility
- Bachelor’s degree in computer science or a similar field.
- Proven work experience as a WordPress developer.
- Knowledge of front-end technologies including CSS3, JavaScript, HTML5, and jQuery.
- Knowledge of code versioning tools including Git, Mercurial, and SVN.
- Experience working with debugging tools such as Chrome Inspector and Firebug.
- Good understanding of website architecture and aesthetics.
- Ability to manage projects.
- Good communication skills.
As a partial Google-acquired company, we’re proving success doesn’t come by accident.
Benison has a history of demonstrating growth by innovation. We re-invest our profits back into the initiatives for growth of our people and the company. The culture, technology innovations, customer service, our actions are aligned to our values. Our value and culture is the reason why our people stay with Benison much longer than industry standards
Get the best from your life with Benison
Join the Benison Developer Family
Benison Technologies is filled with passionate people who lead fascinating lives. You’ll fit right in. From the amazing benefits, mentorship, growth opportunities and team bonding activities, we help you thrive while experiencing the Benison life.*
Key Requirements for the Role
Skills Required
MS WSUS ASP.NET, HTTP, WebServices Reverse Engineering & Debugging Performance Improvement
Network Programming skills
C++ to .NET Migration
Database Skills
MSSQL
SDLC Exposure
SCRUM
Soft skills such as proficiency in Spoken English, Creativity, Intelligent Thinking
Type of work
Sustenance & Upgrade
For more information you may visit *
https://benisontech.com/" target="_blank">https://benisontech.com/
Job Summary
We are looking for developers who can meticulously analyze project requirements and carry forward the development of backend modules which are highly robust and scalable.
Responsibilities and Duties:
- Development (Coding).
- Code Management (Code Reviews, Maintaining Code Standards).
- Repository Management (Branches, Tags, Documentations).
- Concept feasibility checks.
- Managing a team of 3 - 5 members.
Qualifications and Skills:
- With 3 -5 years of experience in the technology domain.
- Entrepreneurial and self-motivated mindset.
- Experience with web technologies such as:
- HTML5/CSS3
- React or Angular (Experience with server side development)
- Java Spring Boot (Preferred)
- PostgreSQL, MongoDB
- Bonus: C# .NET Core, NodeJS
- Strong data structures, algorithms and design patterns knowledge.
- Deep knowledge of web related technologies such as sockets, REST framework, GraphQL (Bonus), etc.
- Experience working in early stage startups (Bonus).
- Experience in real-time communication products.
- Experience in client communications.
- Would be bonus: Experience working with R&D teams, Prototyping, Hypothesis Testing.
Immediate Joining/Notice period-30days
Job Type: Full-time
Experience: 3 -5 years
Qualification: BE/BTech/MCA.
Location: HSR Layout, Bengaluru, Karnataka
Employment Type
Full-time
- 5-6 years of proven excellence in IT- Business Development or inside sales.
- Mandate experience in Appointment setting.
- Must have B2B sales experience.
- Shift timings- 5:30pm to 2;30 am IST(8:00 am to 5:00 pm US-EST)
- 6:30 pm to 3:30 am IST ( 9:00am to 6:00pm US- EST)
- Tool Handling - LinkedIn Sales Navigator, Hubspot, Salesforce, Outreach etc
- Location - Remote (PAN INDIA)
· 3+ years java development experience with JSE/JEE, Java based Micro-services framework and implementation, Spring framework, Hibernate framework, SQL etc
· Hands on experience on Spring boot & Microservices .
· Strong knowledge of micro-service logging, monitoring, debugging and testing
· Implementations experience of micro-service integration, packaging, build automation and deployment.
· Object Oriented analysis and design using common design patterns.
- Strong experience in Flutter development for Android & iOS app
- Expertise in 3rd Party API implementation
- Experience in using GMAPS, FIREBASE other 3rd Party plugins
- Manage sales operations in assigned district to achieve revenue goals.
- Supervise sales team members; the BSMs, on daily basis and provide guidance whenever needed.
- Identify skill gaps and conduct trainings to sales team.
- Work with team to implement new sales techniques to obtain profits.
- Assist in employee recruitment, promotion, retention and termination activities.
- Conduct employee performance evaluation and provide feedback for improvements.
- Contact potential customers and identify new business opportunities.
- Stay abreast with customer needs, market trends and competitors.
- Maintain clear and complete sales reports for management review.
- Build strong relationships with customers for business growth.
- Analyze sales performances and recommend improvements.
- Ensure that sales team follows company policies and procedures at all times.
- Develop promotional programs to increase sales and revenue.
- Plan and coordinate sales activities for assigned projects.









