Lead Analyst, AI Engineer (Data Science)

Semiconductor Manufacturing Industry

Lead Analyst, AI Engineer (Data Science)

Peak Hire Solutions

Company

Home

Lead Analyst, AI Engineer (Data Science)

at Semiconductor Manufacturing Industry

Agency job

via Peak Hire Solutions

5 - 8 yrs

₹40L - ₹48L / yr

Chennai

Skills

Python

Machine Learning (ML)

Image Processing

Deep Learning

Algorithms

PyTorch

TensorFlow

Keras

Data Structures

NumPy

pandas

Scikit-Learn

Prototyping

XGBoost

Recurrent neural network (RNN)

Long short-term memory (LSTM)

Transformer

Mechanics

Adams Software

Normalization

Batch processing

Large Language Models (LLM)

Retrieval Augmented Generation (RAG)

Vector database

Huggingface

Elastic Search

Prompt engineering

JSON

SQL

Data wrangling

Git

GitHub

Docker

🎯 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.

🎯 Ideal Candidate Profile:

📋 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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Read about what our users have to say about finding their next opportunity on Cutshort.

Shubham Vishwakarma

Full Stack Developer - Averlon

I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.

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defines metrics to measure and monitor efficiency and effectiveness of the processes and
drives adoption across organization.
 Monitors and tracks complex programs effectively by providing periodic updates to
technical, non-technical teams and Sr.Management
 Has the right balance of technical, project management and business/product acumen and
manages delivery across SDLC serving as single point of contact.
 Handle multiple competing and changing priorities in a fast-paced environment
 Manages stakeholders from different cross functional teams by setting expectations and
providing frequent program/project updates.
Basic Qualification

management experience in product organization
 Understands the technical designs of the multiple projects and programs he/she is
managing. Has deeper understanding of specific sub-systems and possess ability to drive
technical discussions if needed.

 Experience in managing deliverables from multiple vendors
 Strong familiarity with Agile methodologies; Has ability to think strategically and execute
methodically.
 Excellent written and verbal communication skills. This includes excellent listening skills,
concise communications and targeting the message to specific audiences
 Experienced working in a fast-paced environment where continuous innovation is desired.
 Mentor technical program managers on industry best practices.
5+ years of experience in a software engineering role and at least 2 years of delivery

Graphic Designer

at Pangolin Marketing

2 recruiters

Posted by Debarshi Chowdhury

Remote only

2 - 5 yrs

₹3L - ₹8L / yr

Graphic Designing

Graphic Designer

User Experience (UX) Design

Illustration

Motion graphics

+3 more

As a Graphic Designer, you’ll be responsible for making our ideas look good. We are particularly looking for boundary pushers and smart branding skills. You must be able to think creatively and critically, and have impeccable type sensibilities. You should also have the ability to design for different audiences and different brand styles across digital and print media. You must be willing to explore creative solutions that are visually inspiring and conceptually sound.

Competencies:

Understanding of marketing, production, website design, corporate identity, advertisements, and multimedia design.
Ability to understand briefs and translate concepts into creative, innovative visuals, effectively overseeing projects from start to end including on-time delivery.
Eagerness to improve, keep learning, update skills and innovate as per business requirement and market.

Skills:

Proficient to expert level experience in Adobe Suite focusing on Photoshop, InDesign, and Illustrator. Knowledge of Adobe After Effects and Adobe XD is a plus.
Intermediate/high proficiency in design principles like typography, composition, scale, color theory, and an advanced knowledge of how those principles work together
Digital platform design experience and understanding of cross-platform design guidelines.

Experience:

Strong creative vision and visual arts skills with an established portfolio of B2B print and digital marketing collateral including social media creatives, brochures, reports, sales presentations, pitch decks, etc. preferably in an agency environment.
Working knowledge of website UI design and motion graphics is a plus.

Location and Type:

Remote, Full-time

Evaluation:

Portfolios will be checked for knowledge on design aesthetics, typography, and composition. Please share only samples of work where the ideas and execution are done by you alone. Shortlisting will be followed by a video interview.

Competencies:

Understanding of marketing, production, website design, corporate identity, advertisements, and multimedia design.
Ability to understand briefs and translate concepts into creative, innovative visuals, effectively overseeing projects from start to end including on-time delivery.
Eagerness to improve, keep learning, update skills and innovate as per business requirement and market.

Skills:

Proficient to expert level experience in Adobe Suite focusing on Photoshop, InDesign, and Illustrator. Knowledge of Adobe After Effects and Adobe XD is a plus.
Intermediate/high proficiency in design principles like typography, composition, scale, color theory, and an advanced knowledge of how those principles work together
Digital platform design experience and understanding of cross-platform design guidelines.

Experience:

Strong creative vision and visual arts skills with an established portfolio of B2B print and digital marketing collateral including social media creatives, brochures, reports, sales presentations, pitch decks, etc. preferably in an agency environment.
Working knowledge of website UI design and motion graphics is a plus.

Location and Type:

Remote, Full-time

Evaluation:

Backend Developer

Bangalore based IOT company working on Next gen Technologies

Agency job

via Talent Socio Bizcon LLP by sajita K

Bengaluru (Bangalore)

1 - 4 yrs

₹4L - ₹10L / yr

NodeJS (Node.js)

MySQL

PHP

Python

Ruby on Rails (ROR)

+2 more

Job Description

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 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 a 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, Nodejs and CSS3
Good understanding of server-side CSS pre-processors, such as LESS and SASS
User authentication and authorization between multiple systems, servers, and environments
Good Understanding of Mysql database.
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

Job Description

Responsibilities

Integration of user-facing elements developed by a 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, Nodejs and CSS3
Good understanding of server-side CSS pre-processors, such as LESS and SASS
User authentication and authorization between multiple systems, servers, and environments
Good Understanding of Mysql database.
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

VBA and Database developer

at Hvantage Technologies Inc.

3 recruiters

Posted by Varnini Poddar

Indore

3 - 5 yrs

₹4L - ₹6L / yr

English Proficiency

MySQL

Excel VBA

". Job Description for VBA and Database developer : *Responsible for Business Process Automation /VBA/Access/VB Scripting *Requirement Study/Analysis with Business team *UAT, Live deployment and Support Qualifications: Strong knowledge and experience of working with VBA Knowledge of user-forms, class libraries, Excel add-ins, PPT add-ins, Work add-ins, COM add-ins, Connections (using VBA) between various Microsoft Office applications (excel - power-point - word - outlook) Should have good problem-solving skills with an ability to assess problems, recommend appropriate solutions and implement them. Database tools knowledge (Access/SQL knowledge) and APIs would be appreciated. . 3-5 years SQL Server development and database management Perform activities encompassing all operations of database platforms, including modeling, designing, and creating objects to facilitate development. Experience with data replication, synchronization, and data provisioning Manage security of database systems and maintain confidentiality Suggest and implement improvements to the database systems and processes Document the structure, processes, and design of all the solutions being implemented Manage jobs for backup, re-indexing, database optimization and related tasks Must be able to manage multiple projects simultaneously with strong attention to detail Strong analytical, quantitative and problem-solving skills."

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