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.

Job Title: Regional Sales Manager – East

Location: Kolkata (Base Location)

Reporting To: National Sales Manager (NSM)

Role Overview

We are seeking a dynamic and results-driven Regional Sales Manager – East to lead and expand our sales operations across the Eastern region of India. The ideal candidate will play a pivotal role in driving business growth, managing regional teams, and building strong relationships with key

stakeholders in the healthcare ecosystem.

Key Responsibilities

·      Manage and grow sales operations across the East region (including West Bengal, Odisha, Bihar, Jharkhand, Assam, and other North-Eastern states).

·      Develop and implement regional sales strategies to achieve business targets.

·      Identify new business opportunities and expand the distributor/dealer network.

·      Lead, mentor, and motivate the regional sales team to ensure high performance.

·      Build and maintain strong relationships with doctors, lab managers, hospitals, and distributors.

·      Monitor market trends and competitor activities to refine sales strategies.

·      Provide regular reports, forecasts, and market insights to the National Sales Manager.

·      Represent the company at regional exhibitions, trade shows, and marketing events.

Requirements

·      Bachelor’s degree in Science, Pharmacy, Biomedical, or a related field (MBA preferred).

·      4–6 years of experience in medical device or diagnostic sales, with at least 2–3 years in a managerial role.

·      Must have prior experience in the medical device industry.

·      Proven leadership, communication, and negotiation skills.

·      Strong understanding of the Eastern Indian healthcare market.

·      Willingness to travel extensively across the assigned region.

Perks & Benefits

·      Competitive salary with performance-based incentives.

·      Travel allowance and expense reimbursement.

·      Continuous learning and professional development opportunities.

·      Opportunity to work with cutting-edge diagnostic technologies in a fast-growing, innovation- driven organization.

Job Title:

Video Editor & Motion Graphics Specialist (Onsite – Hyderabad)

Location:

Hyderabad (Work from Office)

Experience:

2–3 years of professional video editing and motion graphics experience

Employment Type:

Full-Time

About the Role

We’re looking for an exceptional Video Editor & Motion Graphics Specialist to join our creative team in Hyderabad. The ideal candidate is a visual storyteller who can transform raw footage into compelling, brand-aligned videos. From snappy social media edits to cinematic campaign films, you’ll bring ideas to life through seamless editing, motion graphics, and visual effects that captivate our audience.

Key Responsibilities

• Edit and produce high-quality short-form and long-form videos for platforms like Instagram, YouTube, and LinkedIn.
• Design and animate engaging motion graphics — including typography, lower-thirds, explainer visuals, and VFX.
• Collaborate with the creative, content, and marketing teams to bring stories to life.
• Maintain a consistent brand tone and visual identity across all video content.
• Enhance storytelling with sound effects, transitions, and background scores.
• Perform color correction, stabilization, and post-production refinements.
• Organize media assets efficiently and ensure timely project delivery.
• Stay updated with the latest trends, transitions, and formats in digital video.

Required Skills & Qualifications

• 2–3 years of experience in professional video editing and motion graphics (agency, production, or digital content background preferred).
• Strong portfolio showcasing both short-form (Reels, Shorts) and long-form (YouTube, ads, explainers) work.
• Excellent visual sense, pacing, and narrative flow.
• Proficiency in creating 2D motion graphics and animation.
• Ability to multitask, meet deadlines, and collaborate effectively.
• Creative problem-solving and attention to detail.

Technical Skills – Must Be Proficient In

• Core Editing: Adobe Premiere Pro, Final Cut Pro, or DaVinci Resolve – for professional cutting and assembly.
• Motion Graphics/VFX: After Effects – for motion graphics design, compositing, and visual effects.
• Audio: Adobe Audition – for mixing, enhancement, and professional sound design.

Optional but Preferred:

• CapCut Pro, Descript, or Runway (AI-assisted editing).
• Frame.io or similar tools for collaborative review.

Preferred Qualities

• Strong creative instincts and a passion for storytelling.
• Awareness of social media trends and high-performing video formats.
• Receptive to feedback and thrives in a collaborative environment.
• Highly organized with excellent time management.

What We Offer

• A dynamic, creative, and growth-driven work environment.
• Opportunity to work on diverse, high-impact projects.
• Competitive pay based on skill and experience.
• Onsite creative studio setup in Hyderabad.

How to Apply

Please fill out this form to apply - https://forms.gle/xkVuGWGicS2rcahj6 

• Creating visual concepts, layouts, and designs.
• Developing graphics for websites, advertisements, and print media.
• Collaborating with clients or teams to understand design requirements.
• Incorporating feedback and revisions into designs.
• Ensuring designs align with brand guidelines and objectives.

• Work in collaboration with the application team and integration team to design, create, and maintain optimal data pipeline architecture and data structures for Data Lake/Data Warehouse.
• Work with stakeholders including the Sales, Product, and Customer Support teams to assist with data-related technical issues and support their data analytics needs.
• Assemble large, complex data sets from third-party vendors to meet business requirements.
• Identify, design, and implement internal process improvements: automating manual processes, optimizing data delivery, re-designing infrastructure for greater scalability, etc.
• Build the infrastructure required for optimal extraction, transformation, and loading of data from a wide variety of data sources using SQL, Elasticsearch, MongoDB, and AWS technology.
• Streamline existing and introduce enhanced reporting and analysis solutions that leverage complex data sources derived from multiple internal systems.

• 5+ years of experience in a Data Engineer role.
• Proficiency in Linux.
• Must have SQL knowledge and experience working with relational databases, query authoring (SQL) as well as familiarity with databases including Mysql, Mongo, Cassandra, and Athena.
• Must have experience with Python/Scala.
• Must have experience with Big Data technologies like Apache Spark.
• Must have experience with Apache Airflow.
• Experience with data pipeline and ETL tools like AWS Glue.
• Experience working with AWS cloud services: EC2, S3, RDS, Redshift.

We are looking for a Senior Database Developer to provide a senior-level contribution to design, develop and implement critical business enterprise applications for marketing systems 

1. Play a lead role in developing, deploying and managing our databases (Oracle, My SQL and Mongo) on Public Clouds.
2. Design and develop PL/SQL processes to perform complex ETL processes. 
3. Develop UNIX and Perl scripts for data auditing and automation. 
4. Responsible for database builds and change requests.
5. Holistically define the overall reference architecture and manage its overall implementation in the production systems.
6. Identify architecture gaps that can improve availability, performance and security for both productions systems and database systems and works towards resolving those issues.
7. Work closely with Engineering, Architecture, Business and Operations teams to provide necessary and continuous feedback.

1. Automate all the manual steps for the database platform.
2. Deliver solutions for access management, availability, security, replication and patching.
3. Troubleshoot application database performance issues.
4. Participate in daily huddles (30 min.) to collaborate with onshore and offshore teams.

Qualifications: 

1. 5+ years of experience in database development.
2. Bachelor’s degree in Computer Science, Computer Engineering, Math, or similar.
3. Experience using ETL tools (Talend or Ab Initio a plus).
4. Experience with relational database programming, processing and tuning (Oracle, PL/SQL, My SQL, MS SQL Server, SQL, TSQL).
5. Familiarity with BI tools (Cognos, Tableau, etc.).
6. Experience with Cloud technology (AWS, etc.).
7. Agile or Waterfall methodology experience preferred.
8. Experience with API integration.
9. Advanced software development and scripting skills for use in automation and interfacing with databases.
10. Knowledge of software development lifecycles and methodologies.
11. Knowledge of developing procedures, packages and functions in a DW environment.
12. Knowledge of UNIX, Linux and Service Oriented Architecture (SOA).
13. Ability to multi-task, to work under pressure, and think analytically.
14. Ability to work with minimal supervision and meet deadlines.
15. Ability to write technical specifications and documents.
16. Ability to communicate effectively with individuals at all levels in the company and with various business contacts outside of the company in an articulate, professional manner.
17. Knowledge of CDP, CRM, MDM and Business Intelligence is a plus.
18. Flexible work hours.

This position description is intended to describe the duties most frequently performed by an individual in this position. It is not intended to be a complete list of assigned duties but to describe a position level.