11+ Normalization Jobs in Chennai | Normalization Job openings in Chennai
Apply to 11+ Normalization Jobs in Chennai on CutShort.io. Explore the latest Normalization Job opportunities across top companies like Google, Amazon & Adobe.
🎯 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.
About the role:
We are looking for a skilled Data Engineer with hands-on expertise in Dagster orchestration or GCP with Bigquery and Apache Airflow, modern data pipeline development, and architecture implementation. The ideal candidate will design, build, and optimize scalable data pipelines with strong SQL proficiency, data modelling expertise.
Key Responsibilities
• Design, develop, and maintain scalable data pipelines using Dagster.
• Build and manage Dagster components such as: o Ops / Assets o Schedules o Sensors o Jobs o Resource definitions
• Implement and maintain Medallion Architecture (Bronze, Silver, Gold layers).
• Write optimized and production-grade SQL scripts for transformations and data validation.
• GCP, Big query, Apache Airflow – expertise is must if not familiar with Dagster and orchestration.
Must Have
• 4+ years of experience in Data Engineering.
• Strong hands-on experience with Dagster (optional) and workflow orchestration.
• Strong hands-on experience with GCP, Big query and Apache Airflow. • Solid understanding of data pipeline design patterns.
• Experience implementing Medallion Architecture.
• Advanced SQL skills (complex joins, CTEs, performance tuning).
• Experience working with GCP cloud data platform.
Why Join Us:
• Collaborative work environment.
• Exposure to modern tools and scalable application architectures.
• Medical cover for employee and eligible dependents.
• Tax beneficial salary structure.
• Comprehensive leave policy
• Competency development training programs.
Critical Skills to Possess:
Must have
- Strong knowledge in core Content Management System (CMS) architecture and application development life cycle process
- Strong knowledge in Adobe Experience Manager (AEM) framework and design patterns
- Experience in developing and configuring AEM workflows, user roles and permissions
- Experience with AEM Cloud tools and AEM instances like Author, Preview and Publish
- Strong knowledge in AEM Cloud architecture to implement components, templates, dialogs, and processes
- Strong knowledge in building AEM components using Angular Framework or other SPA frameworks
- Extensive knowledge in the architecture and deployment of REST APIs within the AEM system
- Strong knowledge on developing features using Java, Angular, HTML, CSS, and JavaScript
Good to have
- Experience with AEM Dispatcher and Multi-Site Manager (MSM)
- Experience with AEM key technology concepts, such as Granite/Sling/OSGi/JCR/ Sightly/HTL UI
- Experience with AEM templates, processes, and application customizations for the WCM application
- Experience in Omni channel AEM integrations with other apps and creating components for AEM
- Strong knowledge in Translation design patterns and AEM translation integrations with third parties
- Experience with Version Control tools and CI/CD process
- Knowledge in third party APIs or widgets integrations with AEM
- Knowledge in AEM CDN configurations and caching strategies
Overall 8+ years of experience in performance testing.
Should know App Dynamics Or any monitoring tools.
Flutter Developer
Instrive is a Chennai-based start-up that provides high-quality Dev-ops solutions for clients worldwide. In this increasingly digital world, we strive to solve problems and create value. Instrive was founded with one goal in mind, creating high-quality products and delivering great user experiences worldwide.
A number of products are being developed for both in-house purposes and for our overseas clients, and we are actively expanding our team of talented professionals.
As part of our ambitious product roadmap, we need flutter developers for our team.
Your primary responsibility will be to develop flutter applications both (mobile and web) with a heavy focus on real-time communication such as WebRTC, web sockets etc.
You'll make a meaningful impact and create lasting connections with our outstanding team, no matter where your career takes you.
Responsibilities:
- Develop, test, and deploy fast and scalable Mobile, Web and Desktop apps.
- Lead the development of flutter applications.
- Identify production and non-production application issues as a part of deployment.
- Establish, refine and integrate development environment tools and software as needed.
- Building future-proof front-end libraries and reusable widgets.
- Knowledge in coding architecture.
- Collaboration with the IT team, researchers, and designers to design robust apps and encourage business goals.
- Create Unit and Integration tests to ensure the quality of code.
- Testing applications and fixing bugs, along with security and data protection features.
- Participate with developers in the integration of REST APIs.
- Conducting code reviews of peer developers.
Flutter Developer Requirements:
Technical Skills:
- Bachelor’s degree in computer science, computer engineering, or similar.
- Previous work experience as a Flutter developer for a minimum of 3 years.
- Strong hands-on experience with MBaaS systems such as Firebase.
- Must have strong knowledge in MVC and/or MVVM framework.
- An understanding of DART and its core principles.
- Knowledge of GIT, JSON, design framework and web services.
- Good understanding in State management, such as BLOC / GetX
- A robust understanding of MUI and how best to use the inbuilt functionality provided.
- A hands-on understanding of how to create responsive designs.
- An excellent understanding of emerging trends in visual design and user experience.
- Experience in application architecture and publishing apps.
- Understanding Agile methodologies, client-side and server-side procedures.
Good to have:
- Experience in native Android/IOS app development.
- Knowledge of HTML5 and its best practices.
- Cloud technology knowledge is a plus.
- Figma experience is a plus.
Soft Skills:
- Good communication skills.
- Critical thinking and time management.
- Good team player.
- Strong problem-solving and analytical skills.
- Collaboration to support business goals.
- Competence for individual contribution.
Business Executive - Sales
Job brief:
- We are a company in the business of evolving people and have developed Excellence
Installation Technology which is a Trillion Dollar Industry and has been validated by
Forbes too.
- We are looking for an enthusiastic person to contribute in converting the enquiries to
customers for our company.
- Candidates will be responsible for closing sales deals over the phone and maintaining
good customer relationships.
- An effective Business Executive must be an excellent communicator and have superior
people skills.
- They must be comfortable presenting products or services over the phone as well as
dealing with complaints and doubts.
Responsibilities:
- Contact potential or existing customers to inform them about our product/service.
Answer questions about products or the company.
- Ask questions to understand customer requirements and close sales.
- Enter and update customer information in the database.
- Handle grievances to preserve the company’s reputation.
- Go the “extra mile” to meet business requirements and facilitate future sales.
- Keep records of calls and sales and note useful information.
Skills:
- Education and Salary no bar for the right candidate.
- Excellent conversational and interpersonal skills.
- Cool-tempered and able to handle rejection.
- Outstanding negotiation skills with the ability to resolve issues and address complaints.
- A vibrant person with a positive attitude who is ready to learn new skills and wants to
achieve something great for themselves.
- Preferably someone with Creative and Artistic side to their personality.
Need salesforce experience.
Apply for more details
Responsibilities
- Use latest processes and technology in order to build scalable, distributed, and
fault-tolerant site/software systems.
- Research and evaluate new methodologies and technologies that improve the quality,
reliability, and performance of the frontend engineering’s site/software development
systems and processes
- Apply usability principles and procedures and optimize builds. Reuse through
documenting common frontend components that save the business time in executing
future projects.
- Emphasize a consumer-focused approach in building sites/software and works with both
senior and junior frontend teams in determining the prioritization and estimation of new
features and improvements.
Requirements/Qualification
- Minimum 6 years experience in software engineering. At least 3 years of frontend
experience working in React with Redux Framework
- Highly proficient in CSS3, HTML5, Javascript. Also proficient in tools like Bootstrap and
Webpack for building products across multiple screen resolutions and browsers.
- Familiarity with cross-browser compatibility issues and demonstrate design and user
interface/user experience skills.
- Excellent time management, multi-tasking and communication skills

at MirrAR Innovation Technologies Private Limited
Description
- PHP developer having good hands on experience in Laravel framework.
- Should be proficient in HTML5, CSS3 and JS.
- Experience in PHP framework HTML5, CSS3 and JS
- Should have good analytical and logical skills.
- Should possess good front end design skills.
- The candidate must have worked at least in 2 or more Laravel projects.
- Added Advantage: If the candidate has work experience in CodeIgniter or other PHP frameworks will be an added value.
Job Type: Full-time



