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AI/ML Engineer (Open-Source LLM – BFSI Domain)

Job Title: AI/ML Engineer (Open-Source LLM – BFSI Domain)

Location: Brookefield, Bengaluru

Employment Type: Full-Time

Work Schedule: Monday to Saturday (Alternate Saturdays Off)

Working Hours: 9:00 AM – 6:00 PM (Extendable based on project requirements)

About the Role

We are seeking a talented AI/ML Engineer with hands-on experience in building, fine-tuning, and deploying Open-Source Large Language Models (LLMs) for the Banking, Financial Services, and Insurance (BFSI) domain. The ideal candidate will have practical experience developing production-ready AI solutions and a passion for leveraging Generative AI to solve real-world business challenges.

In this role, you will collaborate with Product, Engineering, and Data Science teams to design intelligent AI solutions that enhance customer experience, automate business processes, and improve operational efficiency.

Key Responsibilities

Design, develop, fine-tune, and deploy Open-Source LLMs for BFSI use cases.

Build AI-powered applications using modern LLM frameworks and orchestration tools.

Collaborate with Product Managers, Data Scientists, and Software Engineers to understand business requirements and deliver scalable AI solutions.

Conduct model experimentation, evaluation, optimization, and performance benchmarking using real-world datasets.

Implement Retrieval-Augmented Generation (RAG), prompt engineering, vector databases, and AI workflows where applicable.

Monitor model performance in production environments and continuously improve model accuracy, latency, and scalability.

Ensure AI solutions comply with enterprise security, privacy, and regulatory standards.

Develop APIs and integrate AI models into enterprise applications.

Maintain technical documentation, architecture diagrams, and deployment procedures.

Stay updated with the latest advancements in Artificial Intelligence, Machine Learning, and Open-Source LLM technologies.

Required Qualifications

Education

Bachelor's degree in Computer Science, Artificial Intelligence, Information Technology, Engineering, or a related technical field.

Equivalent practical experience will also be considered.

Experience

Minimum 2+ years of hands-on AI/ML development experience.

Experience in the BFSI domain is preferred.

Proven experience building and deploying AI/ML solutions in production environments.

Technical Skills

Programming Languages

Python (Mandatory)

Java (Preferred)

AI/ML Frameworks

PyTorch

TensorFlow

Scikit-learn

Open-Source LLM Technologies

Experience with one or more of the following:

LangChain

LangGraph

Ollama

Hugging Face Transformers

Llama

Mistral

DeepSeek

Qwen

vLLM

FastAPI

Generative AI

Prompt Engineering

Fine-Tuning LLMs

Retrieval-Augmented Generation (RAG)

Embeddings

Vector Databases (FAISS, ChromaDB, Milvus, Pinecone, etc.)

Model Evaluation and Optimization

Additional Skills

Docker

Kubernetes (Preferred)

REST APIs

Git

Linux

CI/CD pipelines

Core Competencies

Strong analytical and problem-solving skills.

Excellent understanding of AI/ML concepts and LLM architectures.

Ability to communicate technical concepts to non-technical stakeholders.

Strong interpersonal and collaboration skills.

Self-motivated with a passion for continuous learning and innovation.

Preferred Experience

Experience in any of the following areas will be an added advantage:

Banking & Financial Services applications

Fraud Detection

Credit Risk Assessment

Intelligent Document Processing

Loan Processing Automation

Customer Support Chatbots

Regulatory Compliance

OCR & Document AI

Agentic AI and Multi-Agent Systems

Interview Process

Round 1 – Technical Interview

Conducted by: Senior AI Engineer

Assessment includes:

Python Programming

Machine Learning Fundamentals

Open-Source LLMs

LangChain & RAG

Coding and Problem Sol…

Company Overview

A well-funded women-centric healthtech start-up backed by India’s top VC - https://www.business-standard.com/article/companies/fireside-ventures-announces-closing-of-fund-ii-investment-in-gynoveda-119112000033_1.html">Fireside Ventures.

Work Description: 

• Achieve company sales targets using paid marketing channels
• Google : Search, YouTube, Adwords, GDN, Affiliate
• Social : Facebook, Instagram
• Marketplace : Amazon, Flipkart, healthcare and women platforms
• Obsessive  focus on on-page conversion, CPM, CPC, cost of acquisition and ROAS
• Lead video content marketing using creatives, audiences, A/B tests
• Build cross-platform FUNNELS to implement retargeting strategies
• Setup customer journeys using marketing automation tools, Email, SMS, WhatsApp 
• Develop marketing campaigns with a strong HOOK to drive eCommerce sales on website
• Sharp focus on hyper-growth yet achieve profitable unit economics
• Accountable for digital marketing from strategy to execution

Candidature requirements: 

• 7+ years of digital marketing experience in performance marketing with digital first brand
• Proven track record in running D2C consumer acquisition funnels across FB, Google, Affiliates 
• Video-content-led online marketing added plus
• Deep expertise in performance marketing especially using remarketing strategies
• Strong analytical mindset with data driven decision making
• Highly digital tools savvy to drive performance
• Passionate to work in entrepreneurial set-ups, comfortable with ambiguity and working in a constantly evolving business environment

Why & Who should consider :

Be the first 20 to join and become a part of the founders' club. We are set to inspire women to take charge of their health and therefore their lives. 

Consider this an opportunity only if you believe in leading the change and make an impact in others lives. Consumer insights is an obsession. 

**Looking for Immediate Joiners**

Job Details:

Role: Software Developer

Mode of Employment: Permanent

Work Location: Visakhapatnam.

Initially Remote work is allowed

Strong design, and development experience using c#, .net core, Web API, angular, asp.net mvc.

•3+ years of strong development experience using sqlserver/oracle, complex procedures and ssis, ssrs

•Experience working with container based technologies like docker, Kubernetes, openshift and cloud platform - Preferred

•Experience working with DevOps, source code management tools like git, svn, jira, ucd, jenkins. - Preferred

•Experience working with Agile/Scrum/RAD development methodology

•Familiar with cloud-based technologies - Preferred

•Strong technical analytical skills to solve complex problems

•Strategic thinker with excellent interpersonal skills to work across functions and businesses.

We take pride in letting you know that you are interviewing with the world's largest Edtech Company and the reason for our exceptional growth lies in the DNA that we have. A true Byjuite defines his/her own limits in terms of efforts and rewards. There is no bar on the amount of incentive you can earn. Average incentive earned by a BDA in the system is around 30k monthly but our best associates make even 70-80k of incentive every month apart from their fixed salary. On an average, a performing associate gets his 1st opportunity in 1.5-2 years to become a manager and head a team of 20 people. And we have seen that the best of the associates can even become a manager even before completing a year. 

The entire development journey will have two phases: 

5 day SGDP (Sales Grooming & Development Program) 

4 weeks OJT (On the Job Training) 

1) SGDP (Sales Grooming & Development Program) 

To begin with , you will be enrolled for a 5 days Sales Grooming & Development Program. The SGDP would be virtual (Work from Home) and will include theoretical aspects of BYJU’S sales process. 

• You will get well-versed with the organization, our products, and how to interact with customers. ● You will be involved in various activities during this phase & you will be rigorously evaluated at different intervals. 
• During this period, you will gain knowledge, a platform to practice your sales skill as well as feedback to enhance your capabilities from our team of experienced facilitators. 
• These 5 days are purely invested in your learning and there would be no remuneration provided during this period. 

The enrolled candidates who satisfactorily complete the SGDP phase will be given an opportunity to move to the next phase which is i.e On Job Training(OJT). 

OJT involves a 4 weeks training program which will be in Bangalore/Delhi location and on successful completion of this training program,applicants will be given an opportunity to join us as a Business Development Associate with BYJUs. 

2) OJT (On the Job Training) 

• The OJT Phase will start for the candidates who have successfully cleared the SGDP. 
• Candidates will be expected to generate revenue by implementing the theoretical knowledge acquired during the first phase into practice during the final 4 weeks of the OJT phase. 
• Following the completion of the OJT, all input and output numbers will be closely monitored and reviewed to evaluate your eligibility to apply for the Business Development Associate (BDA) position at BYJU'S. 

Only qualifying trainees will become eligible to be offered as BDAs. (Subject to approval from management). 

The entire role will be for 6 days a week(Monday would be an off). The assessment parameters will include performance metrics, process adherence, behavioural aspects, quality audits, and feedback from the manager/ trainer and HR Team. Upon successfully passing the training program, you become eligible to be offered the role of BDA - Inside Sales at 8 LPA(5 fixed + 3 variable). You will be able to start the job in the offered 'Role location' only after you join the organization as a BDA 

Allowance (ATP during OJT): INR 1250 / Week + INR 1250 Travel Allowance Once in Tenure 

STIPEND (ATP during OJT): Additional Stipend of 18000 for target completion of 3 valid sales and 6 valid conduction 

CTC (BDA - post qualification after training): INR 8,00,000 (5 Lakh fixed pay + 3 lakh performance pay) for Inside Sales

You might be feeling that working at Byju's has so many benefits. But, frankly, there is nothing called free lunch. You will have to be extremely committed to your effort and be target oriented in every aspect. An applicant trainee works for a 6 days work week in the first two weeks of SGDP and 6 day work week in OJT tenure. The day starts at 9:30 am and ends at 9 in the evening; apart from it few assignments need to be completed on a daily basis during the SGDP Phase and his main work throughout the day is to find potential customers by connecting with all the customers of the region who download our app. On average, you will be expected to connect to 120-140 customers and schedule one on one meetings with potential ones. We measure everything from your input effort, quality, and output. In a nutshell, you work with strict targets - call customers - book counselling sessions - visit them in person - sell the courses we have - take-home truck loads of money in the form of incentives and salary.

Product Responsibilities:

As an Engineering Manager, you will be responsible for the end-to-end delivery of one or more products and solutions.

10+ years of relevant industry experience.

Be technically strong and deliver product excellence.

Collaborate with your team and cross-functional partners to define and influence strategy.

Drive roadmap creation and execution.

Collaborate with various functions, drive engineering initiatives, and have an impact at an organizational level.

Participate in technical design. You will be the owner of the technical direction of the products.

Define clear OKRs and measure the impact of your team and individual members.

Evangelize your products across various teams and also to external customers.

Work with the GTM team to deliver success for the products.

Collaborate with the Recruitment/HR team to hire exceptional talent for your own team and also for other teams.

Minimum Qualifications:

Bachelor degree preferably in Computer Science from a reputed engineering college.

10+ years of proven experience, with 2+ years of leading a team.

Very strong in hands-on coding.

8+ years of combined experience in JVM languages(Java, Scala, Kotlin, etc), any scripting language like python, relational and non-relational databases.

Very strong in system design. You should have designed and implemented large-scale Web applications or data systems.

Strong verbal and written communication skills.

Demonstrated experience recruiting and managing technical teams, including performance management.

Good to have:

Don't worry, we'll ramp you up, but experience in any of these areas will help you hit the ground running:

Familiarity with technologies such as Apache Spark, Apache Hadoop ecosystem, and modern warehouses like Snowflake, AWS Redshift, etc.

Experience working with public cloud systems such as AWS, GCP, or Azure.

Experience with containerization and technologies such as Kubernetes and Docker.

 Knowledge of large-scale, data-heavy distributed systems.

• Experience with Django/Flask Framworks
• Worked on web app and mobile app
• Understanding of DevOps tools - Jekins/Kubernetes/Azure/AWS/Docker will be a plus

At Cityflo, we are solving the problem of commuting to the office which affects employees in big, populated Indian cities every day. Cityflo provides a bus experience like no other - we run premium AC buses for daily commuters.  We’re changing the way urban Indians commute and enabling everyone to reclaim hours of their time every day. Before the imposed lockdown due to coronavirus, we were serving about 7500 commuters per day. We plan to scale to 5,00,000 rides per day in the next 4 years in a profitable and sustainable manner.

We're looking for people who are passionate about creating great Android applications.
You've been around for a few API levels and you know how to delight Android users. You’ve got an eye for the beautiful Android design our users expect and an attention to detail down to the very last dpi. You know your way around the View hierarchy and are eager to partner with Product and Design to craft efficient, performant, and delightful user experiences. You like building for the long term and value patterns and structures that allow for maximum flexibility in a constantly evolving product.

You can read more about our engineering and culture on our blog: https://blog.cityflo.com/tag/engineering/" target="_blank">https://blog.cityflo.com/tag/engineering/

What you should have:

• At least three years of engineering experience, a large portion of which in a team environment
• Bachelors/Masters degree in Computer Science, Engineering, or a related subject.
• Strong computer science fundamentals: data structures, algorithms and programming languages
• Experience working closely with product teams, designers, and other developers to create a truly delightful mobile experience
• Familiarity with design concepts and constraints on mobile platforms.
• Extensive understanding of Android framework components and their respective lifecycles
• Experience developing highly performant Kotlin code and view layouts and the ability to diagnose performance bottlenecks
• A disciplined approach to development, testing, documentation and code structure in a team environment
• Familiarity with the Android tool ecosystem for development, testing, debugging, and performance benchmarking
• An excellent understanding of best practices for concurrency and threading
• MVVM design architecture pattern for android.

Preferred skills:

• Open Source contributions & participation in programs like Google Summer of Code are a plus.
• Have published one or more Android apps on the Play Store.
• Dependency injections: Dagger, Koin.
• Multi-threading and coroutines in Kotlin/Rxjava.