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.

• Strong Senior Angular Developer Profiles.
• Mandatory (Experience 1) – Must have 6–8 years of experience in frontend development, with at least 4+ years in Angular 8+.
• Mandatory (Experience 2) – Must have strong proficiency in JavaScript, TypeScript, HTML5, and CSS3.
• Mandatory (Experience 3) – Must have strong test-driven development experience and proficiency in unit testing frameworks such as Jasmine, Karma, NUnit, Selenium.
• Mandatory (Experience 4) – Must have strong experience in database technologies (MySQL / SQL Server / Oracle)

Preferred

• Preferred (Experience 1) – Must have 2+ experience with Web APIs, Entity Framework, and Linq Queries.
• Preferred (Experience 2) – Experience in .NET Core framework, OOP, and C# APIs.
• Preferred (Company) - Product Companies
• Preferred (Education) – B.Tech./M.Tech in Computer Science (or related field).

Oister Global (www.oisterglobal.com) is India’s premier Alternative Assets Manager. We combine robust diligence, deep domain expertise, and an extensive network to create high quality private market opportunities for our investors.

We are seeking a Senior Backend Developer who will be pivotal in architecting and developing scalable, reliable backend systems from scratch. You will work closely with product managers, designers, and other engineers to build new products, design backend architectures, and ensure high performance and responsiveness of the systems. This role requires strong backend fundamentals, cloud experience, a deep understanding of databases, and a passion for system design and architecture.

Key Responsibilities:

● Product Development: Architect, design, develop, test, and deploy new backend products and features from scratch.

● System Design: Take ownership of system design and architecture decisions for new modules, ensuring scalability, reliability, and security. ● API Development: Build efficient and reusable APIs and backend services using Node.js.

● Database Management: Design data models, optimize queries, and manage MongoDB clusters efficiently.

● Cloud Management: Deploy, maintain, and optimize services on AWS, ensuring high availability and performance.

● Best Practices: Maintain coding standards, ensure code reviews, and champion best practices in security, testing, and maintainability.

● Collaboration: Work closely with frontend developers, product managers, QA, and other cross-functional teams to define, design, and ship new features.

● Performance Optimization: Monitor system performance and ensure system uptime and responsiveness.

● Mentorship: Provide guidance and mentorship to junior developers as required.

● Documentation: Maintain thorough documentation of systems, processes, and best practices. Must-Have

Qualifications:

● Education: Bachelor’s degree in computer science, Software Engineering, or a related technical field.

● Experience: 4–5+ years of hands-on backend development experience.

● Expertise in: Node.js (Express.js, Nest.js or similar frameworks) MongoDB (including indexing, replication, sharding concepts) AWS Services (EC2, S3, Lambda, RDS, API Gateway, CloudWatch, IAM, etc.) Proficient in: System design principles Microservices architecture Event-driven architecture Strong understanding of: RESTful APIs.Authentication and authorization best practices (OAuth, JWT) Experience with: CI/CD pipelines Docker and containerization principles Hands-on experience in: Building scalable, distributed, and fault-tolerant systems Good knowledge of : Logging, monitoring, and debugging distributed applications

1. Create Exclusive Distributors (minimum 4 in 4 months) in your respective areas of operation

1. To work directly with the distributor and the sales executives in designing and implementing key marketing campaigns.

1. To actively engage yourself to collect inventory, stocks and work reports of the distributor in a

daily/weekly basis.

1. To look after smooth functioning and supply chain of the authorized distributor under your

periphery.

1. To oversee sales executive schedule and plan them accordingly.

1. To facilitate cross-functional communications among project stakeholders.

1. To actively engage yourself with core marketing policies required for business development.

1. To look after the grievances and claims arising from time to time maintaining proper

coordination with the company.

1. To actively follow other marketing strategies and instructions as and when instructed by the company.

What you need to have:

• 3+ years of experience
• Knowledge of various laws like PF, ESIC, PT, etc
• Excellent communication and presentation skills
• Worked as an HRBP, Operations, Compliances
• High on relationship building and influencing skills
• Employee and organisation focused
• Conflict management skills
• A mix of recruitment, general HR management and leadership skills is needed for this role    

About the company, Kuants is a fintech startup offering products in the Wealth tech space. We are the market leaders in Algo trading software and 

We are looking for a Back-End Web Developer responsible for managing the interchange of data between the server and the users. Your primary focus will be the development of all server-side logic, definition, and maintenance of the central database, and ensuring high performance and responsiveness to requests from the front-end. You will also be responsible for integrating the front-end elements built by your coworkers into the application. A basic understanding of front-end technologies is therefore necessary as well.

Responsibilities

• Integration of user-facing elements developed by front-end developers with server-side logic
• Building reusable code and libraries for future use
• Optimization of the application for maximum speed and scalability
• Implementation of security and data protection
• Design and implementation of data storage solutions

Skills And Qualifications

• Basic understanding of front-end technologies and platforms, such as JavaScript, HTML5, and CSS3
• Good understanding of server-side CSS preprocessors, such as LESS and SASS
• User authentication and authorization between multiple systems, servers, and environments
• Integration of multiple data sources and databases into one system
• Management of hosting environment, including database administration and scaling an application to support load changes
• Data migration, transformation, and scripting
• Setup and administration of backups
• Outputting data in different formats
• Understanding differences between multiple delivery platforms such as mobile vs desktop, and optimizing output to match the specific platform
• Creating database schemas that represent and support business processes
• Implementing automated testing platforms and unit tests
• Proficient knowledge of a Django, REDIS, MySQL
• Proficient understanding of code versioning tools, such as Git
• Proficient understanding of OWASP security principles
• Understanding of “session management” in a distributed server environment

UI/UX Developer cum designer Job Responsibilities

• UI developers should be adept at Javascript /AJAX / JQuery / Material Design.
• UX designers should have firsthand knowledge of Digital Advertising / dashboard designing with business requirements in mind.
• For both, UX & UI designers with experience in Ad agencies / Native Ads / IAB standards implementation would be a plus.
• Collaborate with product management and engineering team to define, adapt and implement innovative solutions to carry forward product visual direction and experience
• Execute all visual design stages from concept to final hand- off to engineering
• Conceptualize original ideas that bring simplicity and user friendliness to complex design roadblocks
• Effectively communicate interaction and design ideas using prototyping tools eg: invision, after effects etc
• Present and defend designs and key milestone deliverables to peers and executive level stakeholders
• Establish and promote design guidelines, best practices and standards
• Create production- ready assets by proficiently using standard industry tools, like Photoshop, creative cloud, illustrator, fireworks, Adobe Xd, Email templates, HTML5/ CSS3, Figma, InDesign and/ or sketch

• Strong front- end web development experience with HTML5/ CSS3, JQuery, Bootstrap for UI developers
• Solid understanding object- oriented programming
• Should have experience in Chart Libraries
• Previous experience designing, developing and deploying solutions that involve integration using well- published APIs (JSON or XML data transfer knowledge integrating with RESTful services. etc.).
• Both UX and UI developers, should have experience in creating designs for various device sizes.
• Should have good understanding of aspect ratio, browser compatibility and image transformations
• should possess good analytical and communication skills. Able to write and communicate effectively motivated to work in startup environment

Experience:

• Candidate should have minimum 1 year experience in UI UX Designing.
• Must have a Dribbble & Behance portfolio

Job Description

Create intelligent dashboards and analytics for business team using advanced excel/access and powerpoint

Understand the sales and leadership metrics and create business reports with insights and recommendation

Maintain documentation related to reports/procedures and personal tasks

Collaborate with internal team for required inputs within deadline

Perform quality checks for data correctness and execute with fine attention to details

2-5 years of industry experience in MIS reports

Proficiency in advanced excel including Macros

High attention to details with ability to keep track of the assigned tasks

Willingness to work on flexible hours, ability to plan, estimate deadlines, prioritize workload

Skills required:

1. Advanced excel knowledge

2. Practical knowledge of Macros

3. Graduation is necessary

4. Min. experience of 2-3 years