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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Full Stack Developer - Averlon

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CorelDRAW

Job description Stylumia enables boosting full-price sell-thro,sales,profit and reduce inventory using real-time fashion intelligence tools. Stylumia through its AI for fashion delivers latest fashion trends real-time to fashion designers,buyers and merchandisers with a consumer lens curated by data. Design validation has never been so easy. Job Description Stylumia is looking for a full-time Creative Graphic Designer to join our design team and help define and develop how we communicate to our users and community about the way people buy fashion online. The Creative Graphic Designer will report to the CEO and will work alongside the Marketing. We are seeking a designer who understands the Stylumia customer and the ecommerce experience; with clean and sophisticated design aesthetics. Looking to see portfolios from mid-level designers with relevant work in the ecommerce realm. Key Responsibilities To creatively develop the highest standard of online presentation in an innovative way across all categories of Stylumia; Work with editorial, marketing and merchandising teams to create engaging, relevant, and inspiring emailers, social media posts as well as banners on a daily basis; Excel at design, layout and execution of online projects related to website homepage, landing pages, social media, marketing projects, blog, and more; You will design/assist in designing all materials for physical events such as catalogues, posters, printed cards, leaflets and branded products; You will also support the team in the editing and retouching of images from in-house shoots; A creative and keen eye for detail is necessary to ensure all work is visually appealing; Team oriented with an ability to collaborate with others to move projects, improve materials and elevate the brand. Desired Candidate Skills Two to Three years' experience in a similar role at an ecommerce company. Bachelor's or graduate degree in Graphic Design. Proficiency in Photoshop, Illustrator, Flash, Corel Draw and other Adobe Creative Suite applications. Strong design background in Illustrator and Photoshop. Expertise in Photoshop retouching skills. Strong ability to convey messages with high visual impact. Excellent organisational and problem-solving skills. Manage workload and tight deadlines to deliver creative solutions in a timely manner. Ability to work in a fast-paced environment. A strong understanding of typography, colour and layout. Detail oriented & organized approach to designing and responding to feedback Good communication skills and be happy working across multiple teams A passion for emerging technologies Ability to adapt quickly to changing priorities and a fast-paced business WHO ARE WE- Stylumia was born out of this need-gap. Be it trend spotting, buy quantity or retail distribution, Stylumia breaks the complexities of the fashion business down to product, brand, consumer and channels to deliver higher precision in predictions over time. We analyse and derive actionable intelligence from unstructured data sources by applying advances in AI and Computer Vision . And the source of our intelligence is images, user behaviour data, textual descriptions on social media and implicit signals mined from retail sites. The result is that fashion and lifestyle professionals across the globe are able to make laser-edge informed decisions for current course corrections and future directions. Stylumia Family Core Values: Demonstrate PASSION for whatever you do (show that you really care) Do MORE with LESS (be resourceful) Make a tangible IMPACT (a dent in the universe) EXCELLENCE at the heart of all we do (don- t settle for less) Pursue KNOWLEDGE and GROWTH relentlessly (stay hungry, stay foolish) Do the RIGHT THING (honesty and integrity, above all) You can only win as a TEAM (have each other- s- back) OWN the results (take it to the finish line) PLAY hard, WORK harder (Rome wasn- t built on a 9 to 5 schedule) Deliver - WOW- and 'JOY- to the customers (have a purpose) WHO DO WE SEEK- We Seek - A' Players Who Have very standards for themselves and work tirelessly to achieve them Persevere and persist in problem solving and don't have the word - quit- in their dictionary Are passionate and driven by purpose to achieve great things in life Are intelligent yet humble, and know the biggest challenges in life are won as a team Website: https://www.stylumia.com/ Industry: Apparel & Fashion Facebook Link: https://business.facebook.com/Stylumia.Official/?business_id=1273412896056425 Headquarters: No. 233, Shine on Block 2, Rahat Bagh, C V Raman NagarBangalore, Karnataka 560093 India. Apply to us: asheeshkumar.mourya@stylumia.com Contact: +91 9535405405.