Machine Learning Lead

Talenque; Bengaluru; On-site; INR 4,500,000 - 7,000,000; Full time

Job summary

Talenque in Bengaluru is seeking a seasoned Machine Learning Lead to shape the ML roadmap across a sensor-driven, AI-powered health platform for pets. You will lead research, build production-ready models, and mentor ML engineers across DSP, audio, and time-series data.

The ideal candidate has 10+ years in ML, 8+ years in leadership, and deep expertise in CNNs, RNNs, GANs, LLMs, LoRA, MLOps, TensorFlow, PyTorch, and Python.

Qualifications

• 10+ years of machine learning experience.
• 8+ years in a similar leadership role.
• Expertise in Digital Signal Processing, Audio Signal Analysis, and Time-Series ML.
• Strong experience with CNNs, RNNs, GANs, LLMs, and LoRA.
• Hands-on experience building and deploying custom ML models.
• Deep understanding of MLOps, TensorFlow, PyTorch, and Python.
• Experience leading ML teams and taking models from research to production.
• Background in B2C product-based companies only.

Responsibilities

• Define and drive the ML roadmap across the product ecosystem.
• Design and develop custom ML models for signal processing and sensor data.
• Build and deploy models using CNNs, RNNs, GANs, LLMs, and LoRA techniques.
• Lead, mentor, and grow a team of ML engineers.
• Build scalable data preprocessing and analysis pipelines.
• Establish and optimize MLOps practices and infrastructure.
• Monitor and continuously improve model performance.
• Collaborate with product, engineering, and data science teams.
• Drive research, innovation, and technical excellence.

Skills

Digital Signal Processing

Audio Signal Analysis

Time-Series ML

CNNs

RNNs

GANs

LLMs

LoRA techniques

MLOps

Python

TensorFlow

PyTorch

Team Leadership

Production ML deployment

Education

B.Tech from a Tier-1 Institute (IIT, NIT, BITS Pilani, or equivalent)

Tools

TensorFlow

PyTorch

Python

Job description

We're Hiring | Machine Learning Lead

Location: Bengaluru (WFO)

Type: Full-time

Experience: 10+ Years

Qualification: B.Tech from a Tier-1 Institute (IIT, NIT, BITS Pilani, or equivalent)

About the Role

Join an innovative team building the world's first sensor-driven, AI-powered precision health platform for pets.

We're looking for an experienced Machine Learning Lead to drive the ML roadmap across a product ecosystem powered by digital signal processing, audio signal analysis, accelerometer data, and AI.

This role goes far beyond traditional machine learning. You'll lead research, build production-ready models, mentor ML engineers, and transform complex sensor data into actionable health insights.

What You'll Do

• Define and drive the machine learning roadmap across the product ecosystem
• Design and develop custom ML models for signal processing and sensor data
• Build and deploy models using CNNs, RNNs, GANs, LLMs, and LoRA techniques
• Lead, mentor, and grow a team of ML engineers
• Build scalable data preprocessing and analysis pipelines
• Establish and optimize MLOps practices and infrastructure
• Monitor and continuously improve model performance
• Collaborate with product, engineering, and data science teams
• Drive research, innovation, and technical excellence

Must-Have Skills

• 10+ years of machine learning experience
• 8+ years of experience in a similar leadership role
• Expertise in Digital Signal Processing, Audio Signal Analysis, and Time-Series ML
• Strong experience with CNNs, RNNs, GANs, LLMs, and LoRA
• Hands-on experience building and deploying custom ML models
• Deep understanding of MLOps, TensorFlow, PyTorch, and Python
• Experience leading ML teams and taking models from research to production
• Background in B2C product-based companies only

Good-to-Have

• Experience with IoT and connected devices
• Cloud-based ML deployment experience
• Published research papers or patents in machine learning
• Experience in pet wellness or related industries

Why Join?

• Build AI solutions that directly impact pet health
• Work with real-time sensor data and advanced machine learning
• Collaborate closely with leadership and product teams
• Lead innovation and shape the future of AI-driven healthcare for pets