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Autonomy and AI Engineer — Acoustic Signal Classification

Stratum Defense Technology
Delhi, Delhi

Quick apply

Job details

Permanent | Full-time
₹4,56,133.05 - ₹12,00,000.00 a year

Qualifications

TensorFlow
Node.js
Computer Science
Signal processing
NumPy
Research
Master's degree
Machine learning
SciPy
AI
Python

Full job description

EXPERIENCE LEVEL: Mid (3-5 years)

---

ABOUT STRATUM DEFENSE TECHNOLOGY

Stratum Defense Technology LLP is an Indian defence technology company building autonomous systems for the Indian armed forces. We are at the founding stage, developing India's first indigenous autonomous undersea vehicle under the iDEX ADITI 4 programme. NSTL Visakhapatnam (DRDO) has issued a formal Letter of Support for our application.

We are headquartered in New Delhi with programme operations at Visakhapatnam. The people joining now will be present at every significant programme milestone.

---

ABOUT THE ROLE

You will build the acoustic signal processing and machine learning pipeline for an autonomous undersea system. The pipeline ingests hydrophone sensor data, applies spectral analysis and feature extraction, classifies contacts using probabilistic models trained on domain-specific acoustic data, and generates structured alert reports in a defined operational format.

This is a hands-on engineering role. You will write production code, train and validate models on real data, and deploy on resource-constrained target hardware.

Full technical scope shared under NDA at first interview stage.

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RESPONSIBILITIES

- Design and implement an acoustic signal classification pipeline from raw sensor input to structured output

- Train and validate probabilistic classifiers on domain-specific acoustic signature data

- Generate automatic alert reports in a defined operational output format

- Develop mission autonomy state logic for sensor deployment and monitoring modes

- Integrate classification outputs into a multi-node underwater sensor network

- Deploy and optimise models for embedded target hardware

- Support system integration testing and sea trial validation

---

ESSENTIAL REQUIREMENTS

- BTech or MTech in Computer Science, Electronics, or Signal Processing

- Hands-on machine learning: Python, PyTorch or TensorFlow, SciPy, NumPy

- Probabilistic sequence classification: Hidden Markov Models, Gaussian Mixture Models, or equivalent

- Experience deploying ML models on embedded or resource-constrained hardware

- Strong digital signal processing fundamentals

---

BENEFICIAL EXPERIENCE

- Underwater or sonar acoustic signal processing

- DRDO, NPOL Kochi, or naval acoustic research background

- Autonomous underwater vehicle or distributed sensor system experience

- Real-time signal processing on FPGAs or DSPs

---

WHAT WE OFFER

- Work on a programme that does not exist anywhere else in India

- Direct access to NSTL Visakhapatnam test facilities and DRDO research community

- Salary Rs 4-12 LPA benchmarked to Chennai defence-adjacent market

- Hybrid working with flexibility outside critical programme milestones

---

HOW TO APPLY

[email protected]

Subject: JD05 AI Acoustic

CV and a short note on a classification system you have built. No cover letter.

Pay: ₹456,133.05 - ₹1,200,000.00 per year

Application Question(s):

Do you have hands-on experience with acoustic or sonar signal processing?
Have you trained and deployed a machine learning classification model on a real dataset?
Do you have experience working with any of the following? (select all that apply)

Underwater or marine sensor systems
Defence or aerospace systems
DRDO, NPOL, or naval research institution
None of the above

Work Location: Hybrid remote in Delhi, Delhi (Delhi)

Quick apply

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