11+ Normalization Jobs in India

🎯 Ideal Candidate Profile:

This role requires a seasoned engineer/scientist with a strong academic background from a premier institution and significant hands-on experience in deep learning (specifically image processing) within a hardware or product manufacturing environment.

📋 Must-Have Requirements:

Experience & Education Combinations:

Candidates must meet one of the following criteria:

• Doctorate (PhD) + 2 years of related work experience
• Master's Degree + 5 years of related work experience
• Bachelor's Degree + 7 years of related work experience

Technical Skills:

• Minimum 5 years of hands-on experience in all of the following:
• Python
• Deep Learning (DL)
• Machine Learning (ML)
• Algorithm Development
• Image Processing
• 3.5 to 4 years of strong proficiency with PyTorch OR TensorFlow / Keras.

Industry & Institute:

• Education: Must be from a premier institute (IIT, IISC, IIIT, NIT, BITS) or a recognized regional tier 1 college.
• Industry: Current or past experience in a Product, Semiconductor, or Hardware Manufacturing company is mandatory.
• Preference: Candidates from engineering product companies are strongly preferred.

ℹ️ Additional Role Details:

• Interview Process: 3 technical rounds followed by 1 HR round.
• Work Model: Hybrid (requiring 3 days per week in the office).

Based on the job description you provided, here is a detailed breakdown of the Required Skills and Qualifications for this AI/ML/LLM role, formatted for clarity.

📝 Required Skills and Competencies:

💻 Programming & ML Prototyping:

• Strong Proficiency: Python, Data Structures, and Algorithms.
• Hands-on Experience: NumPy, Pandas, Scikit-learn (for ML prototyping).

🤖 Machine Learning Frameworks:

• Core Concepts: Solid understanding of:
• Supervised/Unsupervised Learning
• Regularization
• Feature Engineering
• Model Selection
• Cross-Validation
• Ensemble Methods: Experience with models like XGBoost and LightGBM.

🧠 Deep Learning Techniques:

• Frameworks: Proficiency with PyTorch OR TensorFlow / Keras.
• Architectures: Knowledge of:
• Convolutional Neural Networks (CNNs)
• Recurrent Neural Networks (RNNs)
• Long Short-Term Memory networks (LSTMs)
• Transformers
• Attention Mechanisms
• Optimization: Familiarity with optimization techniques (e.g., Adam, SGD), Dropout, and Batch Normalization.

💬 LLMs & RAG (Retrieval-Augmented Generation):

• Hugging Face: Experience with the Transformers library (tokenizers, embeddings, model fine-tuning).
• Vector Databases: Familiarity with Milvus, FAISS, Pinecone, or ElasticSearch.
• Advanced Techniques: Proficiency in:
• Prompt Engineering
• Function/Tool Calling
• JSON Schema Outputs

🛠️ Data & Tools:

• Data Management: SQL fundamentals; exposure to data wrangling and pipelines.
• Tools: Experience with Git/GitHub, Jupyter, and basic Docker.

🎓 Minimum Qualifications (Experience & Education Combinations):

Candidates must have experience building AI systems/solutions with Machine Learning, Deep Learning, and LLMs, meeting one of the following criteria:

• Doctorate (Academic) Degree + 2 years of related work experience.
• Master's Level Degree + 5 years of related work experience.
• Bachelor's Level Degree + 7 years of related work experience.

⭐ Preferred Traits and Mindset:

• Academic Foundation: Solid academic background with strong applied ML/DL exposure.
• Curiosity: Eagerness to learn cutting-edge AI and willingness to experiment.
• Communication: Clear communicator who can explain ML/LLM trade-offs simply.
• Ownership: Strong problem-solving and ownership mindset.

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✅ Good communication (English + regional language)

✅ Graduate | Age below 33

✅ DL + Bike (mandatory for male candidates)

✅ Field job | 6 days/week | Weekend availability required

1 year + exp 

Good in technical and on page seo

Basic knowledge of wordpress

Moz, semrush, ahref, screaming frog

Google analytics

Google search console

Yoast seo

Google keyword finder

Google page speed insights

Reward360 powers a data-driven customer engagement ecosystem that enables the world’s leading organisations to earn customer loyalty every day. For over 10 years, R360’s loyalty and reward platforms have driven ambitious loyalty programs for some of the world’s biggest brands – including Axis Bank, Standard Chartered Bank, HDFC Bank and Emirates National Dubai Bank. We have 500+ global retail partnerships and offer our clients reward programs, nuanced customer segmentation, data-centric campaigns, and big data analytics.

You will architect, design & build large scale software systems for loyalty, rewards, commerce and payments that are directly used by customers of large banks. You will have the opportunity to build systems end to end and improve & influence customer behavior. You will also influence best practices and drive how we operate large systems in an efficient manner. If you are excited about this opportunity and meet the requirements laid out below, we would like to talk to you! 

What you’ ll do: 

1. Work as Core Java developer with prime focus on Backend 

2. End to end development from design to development 

3. Code & design review of peers 

4. Troubleshoot critical issues and guide team as well 

What we’ll need: 

1. Overall 4-6 years of experience 

2. 3+ years of hands-on experience in Java/J2EE technologies 

3. Strong Data structures & algorithm skill 

4. Strong communication & design skills 

Technical Skills 

1. Core Java (Collection, multi-threading, design patterns) 

2. Frameworks - Hibernate, Spring, REST Jersey 

3. Front end technologies – Java Script, jQuery, Angular 

4. Database – SQL & NoSQL 

5. Modelling – UML & ERD 

Bonus point if: Candidate from product company would be preferred

Responsibilities:

• Must have hands-on working experience in NodeJS with Typescript
• Must have experience of large size product development process
• Must have detailed knowledge of designing and developing performant REST APIs 
• Must have hands-on experience on Postgres DB and MongoDb / any NoSQL DB 
• Must be comfortable working with git and CI CD pipelines and deployment strategies
• Should be able to build a new team and work with your engineers and mentor them
• Collaborate with cross-functional teams to define, design, and ship new features
• Ensure the performance, quality, and responsiveness of applications
• Identify and correct bottlenecks and fix bugs
• Continuously discover, evaluate, and implement new technologies to maximise development efficiency
• Should be open to learn new domain and work in fast paced environment 
• Responsible to deliver end to end module/product/project scope

Requirements:

• 4+ years of experience as a Full Stack Developer with a strong focus on Nodejs with TypeScript and React JavaScript
• Solid understanding of web application architecture, including RESTful API design and development
• Experience with front-end development using tailwind , bootstrap ,HTML, CSS, and JavaScript, typescript
• Strong analytical and problem-solving skills
• Excellent communication and interpersonal skills

• Minimum 8+ years of experience working in a IT environment of which 5+ years as a  product manager/Product Owner for a web/mobile product
• Experience working with business, technical and external stakeholders to elicit inputs to draft out roadmaps
• Excellent communication skills ( written, verbal, presentation) 
• ability to create and present product roadmaps 
• Ability to breakdown the roadmap into Epics, detailed user stories, create backlog items. 
• Must be able to communicate business requirements to tech teams 
• Must be able to work in a team and also independently 
• experience in mobile game design will also be considered Extremely good when it comes to understanding usability issues and creating mock-up screens High intelligence, ability to conduct 
• Coding languages (ex: Java, Reactjs)  is a plus
• strong market research and come up with a well-articulated business plan Should be in regular touch with the latest happenings in the technology world Outstanding 
• communication skills both oral and written 
• Demonstrated ability to analyze business issues across multiple domains 

Skills & Experience:

• 3 to 10 Years of experience in Ruby on Rails
• Knowledge on Active Admin
• Experience using RSpec
• worked on various third-party integrations.
• Knowledge on AWS/Azure would be a plus
• Hands on AngularJs/ReactJs/NodeJS with AWS Exposure is a Plus.

Roles and Responsibility :

- This position requires you to lead and manage the whole engineering team.

- Manage your OKRs, contribute to product strategy and help develop your team.

- Create clear career paths for team members and help them grow with regular & deep mentoring.

- You work closely with the Product Management, Business Development, and Operations team and enable them by providing scalable and high-quality technology solutions at a rapid pace.

- Architect & design technically robust, flexible, and scalable solutions.

- Lead multiple modules, third party integrations and business partners integration.

- Taking architectural decisions, defining high level and low level design.

- Track record of bringing in and growing engineering talent and more to be shared via email.

Skills you are expected to have :

- Hands-on experience in advanced Golang, Python, PHP, Reactjs, React Native PWA, Javascript, AWS Cloud Services.

- Deep understanding of technologies, high level design, low level design in a secure, scalable and available set-up.

- Deep understanding & expertise with highly transactional, large relational and complex systems.

- Hands-on experience in system design, architecture or developing distributed systems.

- Should be good in writing code keeping scalability, flexibility and monitoring at center.

- Good understanding of source control tools GIT, Jira and Bitbucket, code reviews etc.

- Preferable experience in Django and Laravel frameworks, but not limited to these only.

- Experience in the development of robust and scalable Rest APIs and APIs testing tools such as postman etc.

- Experience in micro service-based development would be a plus.

- Experience in queuing systems such as rabbitMQ, Active MQ would be a plus.

- Experience in AWS cloud services.

- Experience and understanding of CI/CD pipeline.

- Good analytical and communication skills.

- Candidates from the fintech domain would be preferred (Payments/ Banking/ Wallets/ Insurance/ Financial Markets).

About Us :

- We are a consumer lending fintech start-up on a mission to provide Fair Finance to Everyone. We have raised $15 million in debt and equity funding from leading angels that have previously backed Ola, Oyo, Myntra, Uniphore and 1mg as well as marquee NBFCs.

- Our loans are originated in partnership with 1000+ merchants who are present in over 80 cities -

- Leading healthcare chains: Indra IVF, Partha Dental, VLCC

- Home improvements: Asian Paints, Design Cafe, @home by Nilkamal

- Education : upGrad, Toppr, Board Infinity, Career Point, Bansal Learning, Miles Education E-Bikes - Ampere, Hero Electric, Lectrix, Benlng

- Our founding team has worked at fintech companies in London where they won a Banking Technology Award for Best Mobile Initiative as well as Indian FinTechs such as Coverfox and Liquiloans.

- The team has extensive experience in credit, investment banking and vendor management. They have graduated from London Business School, Northwestern University (USA), and attained the CFA charter.

We are looking for highly motivated engineers with the following skillset-

• Engineering degree in Computer science or ECE or MCA is a must
• In-depth knowledge of PHP, HTML5, CSS, jQuery, JavaScript, AJAX
• Experience using PHP frameworks such as Laravel, Symfony, Zend, etc. - any 1 is required
• VueJS, AngularJS, ReactJS - knowledge of any 1 is required
• Between 1-5 years of work experience is required
• Very strong data structure and algorithm knowledge
• Ideal candidate would be a very strong developer with great coding skills
• Good English communication skills
• Willingness to work on multiple projects simultaneously
• Ability to work through ambiguous requirements and come up with a clear scope and problem statement
• If you have any live projects portfolio or GitHub handle please share them
• Office is in Fairlie place (Dalhousie), Kolkata 700 001