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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Java or Python and object-oriented design
Knowledge on SQL, NoSQL databases, Messaging/Caching technologies and AW deployments is a plus
Exposure to the architecture and design (design patterns, security, reliability and scaling) of new and current systems. Experience in building highly scalable business applications, which involve implementing large complex business flows involving multiple third-party integrations
Prior startup experience is a plus

Java Developer

at Jellyfish Technologies

7 recruiters

Posted by Varsha Dhillon

Noida

3 - 6 yrs

₹10L - ₹15L / yr

Java

J2EE

Spring Boot

Hibernate (Java)

MySQL

We are looking to hire Java developers who can help us in our mission to transform ideas into applications. Our cross-functional team of motivated, skilled and experienced software engineers and designers, help the clients unlock the business values of their enterprises in a time-bound and cost-effective manner. True to our team you would be working on high-impact projects and making a dent in the Service industry on a daily basis.

Skills :

Excellent Communication Skills
4-6 years of experience in Java8 Development.
V yAPI, Spring Boot/MVC, Spring Security
Hibernate, JPA, MySQL/POSTGRES, Jenkins, Git
Experience of developing high-performance and scalable web applications and APIs using frameworks such as Spring Boot/MVC, Spring Security, Hibernate, and JPA.
Hands-on Experience of Version control(Git), MYSQL/POSTGRES, Jenkins, etc.

Skills :

Excellent Communication Skills
4-6 years of experience in Java8 Development.
V yAPI, Spring Boot/MVC, Spring Security
Hibernate, JPA, MySQL/POSTGRES, Jenkins, Git
Experience of developing high-performance and scalable web applications and APIs using frameworks such as Spring Boot/MVC, Spring Security, Hibernate, and JPA.
Hands-on Experience of Version control(Git), MYSQL/POSTGRES, Jenkins, etc.

Inside Sales Manager

at Wishup Technology Pvt Ltd

1 recruiter

Posted by Shikha Gupta

Remote only

2 - 10 yrs

₹15L - ₹25L / yr

Inside Sales

Presales

Lead Generation

Business Development

Lead Prospecting

+3 more

Come, join us on our journey to provide jobs to a million people by 2026

Who We Are?

Wishup is India's leading remote employee platform, helping US-based businesses in building highly efficient remote teams. Founded in the year 2015 by IITM & IIMA alumni and

With a clientele of some of the hottest startups in the US, Wishup is backed by marquee investors like Orios Venture Partners, Inflection Point Ventures, 500Startups, and we have been consistently rated as one of the most coveted places to work at.

We are witnessing phenomenal month-on-month growth and stand at a cusp of a revolution in the remote workforce industry. This is your chance to be a part of the revolution - we are inviting applications for our in-house position of Inside Sales Manager.

What’s in it for you?

- International exposure: You’ll get to interact and build relationships with the smartest global founders and CXOs working on cutting-edge ideas

- Great Pay + high bonuses

- Be part of a 100x growth story - Wishup.co has grown 10x in the last 18 months

- High growth potential & impact - an early stage in Wishup’s journey

- Work from home (or anywhere), forever!

What are we looking for?

- Prior experience in Inside Sales / Business Development in the US market

- Prior experience in lead generation for Enterprise accounts

- Expertise in email reach-outs
- Proven record in overshooting the sales target
- Impeccable written & spoken English

Work Responsibilities

Identifying, qualifying, and prospecting enterprise business leads in the US market using outbound calling, email marketing, social media, and other relevant marketing channels
Building and managing outbound business development pipeline
Classifying hot, warm, and cold leads and taking the necessary steps to convert hot leads and nurture warm and cold leads
Ability to convert leads into business
Interacting and building relationships with the smartest global founders who are working on cutting-edge ideas

Job Prerequisites (to be verified during the interview process)

- High-speed internet connection

- Laptop with integrated camera & a pair of headphones

- Quiet workspace

WORK SHIFT

Mon-Fri, 6:30 p.m. - 3:30 a.m. IST

Mon-Fri, 9:30 p.m. - 6:30 a.m. IST

Company Reviews

https://www.glassdoor.co.in/Reviews/Wishup-Reviews-E1511572.htm?filter.iso3Language=eng">https://www.glassdoor.co.in/Reviews/Wishup-Reviews-E1511572.htm?filter.iso3Language=eng

Social Media Links

LinkedIn - https://www.linkedin.com/company/wishup-services/">https://www.linkedin.com/company/wishup-services/

Facebook - https://www.facebook.com/wishupnow/">https://www.facebook.com/wishupnow/

Twitter - https://twitter.com/wishupnow">https://twitter.com/wishupnow

Instagram - https://www.instagram.com/wishupnow/">https://www.instagram.com/wishupnow/

Training at Wishup

https://www.youtube.com/watch?v=6Uolgas0Uj4

Life at Wishup

https://www.youtube.com/watch?v=qHPMod_jzmA">https://www.youtube.com/watch?v=qHPMod_jzmA

Your Story

https://yourstory.com/2021/08/funding-employee-platform-startup-wishup-raise-1m-orios-ventures/amp">https://yourstory.com/2021/08/funding-employee-platform-startup-wishup-raise-1m-orios-ventures/amp

Tech Plus

https://cxotv.techplusmedia.com/trending-news/remote-employee-platform-wishup-secures-1-million-funding/">https://cxotv.techplusmedia.com/trending-news/remote-employee-platform-wishup-secures-1-million-funding/

DQ India

https://www.dqindia.com/remote-employee-platform-wishup-secures-1-million-funding-orios-venture-partners/">https://www.dqindia.com/remote-employee-platform-wishup-secures-1-million-funding-orios-venture-partners/

Come, join us on our journey to provide jobs to a million people by 2026

Who We Are?

Wishup is India's leading remote employee platform, helping US-based businesses in building highly efficient remote teams. Founded in the year 2015 by IITM & IIMA alumni and

What’s in it for you?

- International exposure: You’ll get to interact and build relationships with the smartest global founders and CXOs working on cutting-edge ideas

- Great Pay + high bonuses

- Be part of a 100x growth story - Wishup.co has grown 10x in the last 18 months

- High growth potential & impact - an early stage in Wishup’s journey

- Work from home (or anywhere), forever!

What are we looking for?

- Prior experience in Inside Sales / Business Development in the US market

- Prior experience in lead generation for Enterprise accounts

- Expertise in email reach-outs
- Proven record in overshooting the sales target
- Impeccable written & spoken English

Work Responsibilities

Identifying, qualifying, and prospecting enterprise business leads in the US market using outbound calling, email marketing, social media, and other relevant marketing channels
Building and managing outbound business development pipeline
Classifying hot, warm, and cold leads and taking the necessary steps to convert hot leads and nurture warm and cold leads
Ability to convert leads into business
Interacting and building relationships with the smartest global founders who are working on cutting-edge ideas

Job Prerequisites (to be verified during the interview process)

- High-speed internet connection

- Laptop with integrated camera & a pair of headphones

- Quiet workspace

WORK SHIFT

Mon-Fri, 6:30 p.m. - 3:30 a.m. IST

Mon-Fri, 9:30 p.m. - 6:30 a.m. IST

Company Reviews

https://www.glassdoor.co.in/Reviews/Wishup-Reviews-E1511572.htm?filter.iso3Language=eng">https://www.glassdoor.co.in/Reviews/Wishup-Reviews-E1511572.htm?filter.iso3Language=eng

Social Media Links

LinkedIn - https://www.linkedin.com/company/wishup-services/">https://www.linkedin.com/company/wishup-services/

Facebook - https://www.facebook.com/wishupnow/">https://www.facebook.com/wishupnow/