AI/ML Data Annotation Intern

Posted 11 Days Ago
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Bengaluru, Bengaluru Urban, Karnataka, IND
In-Office
Internship
Aerospace • Analytics • Defense
The Role
Annotate blobs and streaks in space situational awareness imagery, preprocess and tile datasets, assist with AI/ML model training, testing, and validation, document performance benchmarks, report errors, and identify hyperparameters for tuning. The role involves image annotation, computer vision, satellite imagery, and deep learning workflows.
Summary Generated by Built In

Digantara is a leading Space Surveillance and Intelligence company focused on ensuring

orbital safety and sustainability. With expertise in space-based detection, tracking,

identification, and monitoring, Digantara provides comprehensive domain awareness across

regimes, allowing end users to have actionable intelligence on a single platform. At the core of

its infrastructure lies a sophisticated integration of hardware and software capabilities aligned

with the key principles of situational awareness: perception (data collection), comprehension

(data processing), and prediction (analytics). This holistic approach empowers Digantara to

monitor all Resident Space Objects (RSOs) in orbit, fostering comprehensive domain

awareness.

Digantara is seeking an AI/ML Data Annotation Intern to accurately annotate features such

as blobs and streaks in SSA imagery captured from ground-based and space-based sensors. The

intern will pre-process and tile the imagery into appropriate tile sizes to make the data machinelearning-ready. The role will also involve partially training, testing, and validating AI/ML

models, along with reporting bugs and identifying hyperparameters that need to be tuned.

Why Us?
  • Competitive incentives, galvanizing workspace, blazing team, frequent outings - pretty

  • much everything you have heard about a start-up, and you get to work on space

  • technology.

  • Hustle in a well-funded start-up, allowing you to take charge of your responsibilities

    and create your moonshot.

    Ideal Candidate:
  • Someone with expertise in image-based data annotation for AI/ML, analytical visualization,

  • testing, and validation, preferably working with satellite imagery.

    Responsibilities
  • Accurately annotate features such as blobs and streaks in SSA imagery using manual

    or semi-automatic annotation techniques.

  • Use the existing AI/ML models or classical image processing pipelines to perform

    semi-automatic annotation of the features.

  • Pre-process and tile the imagery according to model input requirements.

  • Assist in training and testing the existing models using the prepared datasets, and

    document performance benchmarks for detection and classification tasks.

  • Report errors and identify hyperparameters that need to be tuned during training and

    evaluation.

Required Qualification
  • Bachelor’s or Master’s degree in Electronics, Computer Science, Data Science,

  • Artificial Intelligence, Statistics, Astronomy, or any relevant field.

  • Final-year students (available for a full-time internship), freshers, or candidates with 0–

    2 years of academic, research, or industry experience, with a strong interest or aptitude

    in data annotation, image labelling, machine learning, and deep learning.

  • Basic understanding of computer vision concepts and satellite imagery, including

    different signal and noise conditions.

  • Strong analytical, problem-solving, and critical-thinking skills.

Preferred Skills
  • Hands-on experience in image data annotation using tools such as CVAT, Roboflow,

    or similar annotation platforms.

  • Proficiency in Python, OpenCV, PyTorch or TensorFlow/Keras; familiarity with

    libraries such as Astropy, Scikit-learn, SciPy, and other relevant libraries is an

    advantage.

  • Familiarity with developing deep learning networks such as CNNs for detection,

    segmentation, and classification tasks.

  • Familiarity with Git and version-control workflows is an advantage.

General Requirements
  • Ability to work in a mission-focused, operational environment.

  • Ability to think critically and make independent decisions.

  • Interpersonal skills to enable working in a diverse and dynamic team.

  • Maintain a regular and predictable work schedule.

  • Writing and delivering technical documents and briefings.

  • Verbal and written communication skills as well as organizational skills.

  • Travel occasionally as necessary.

Job Location: Hebbal, Bengaluru

Skills Required

  • Bachelor’s or Master’s degree in Electronics, Computer Science, Data Science, Artificial Intelligence, Statistics, Astronomy, or a related field
  • Final-year student available for a full-time internship, fresher, or candidate with 0–2 years of academic, research, or industry experience
  • Strong interest or aptitude in data annotation, image labeling, machine learning, and deep learning
  • Basic understanding of computer vision concepts and satellite imagery, including signal and noise conditions
  • Strong analytical, problem-solving, and critical-thinking skills
  • Hands-on experience with image data annotation tools such as CVAT, Roboflow, or similar platforms
  • Proficiency in Python, OpenCV, PyTorch, or TensorFlow/Keras
  • Familiarity with Astropy, Scikit-learn, SciPy, and related libraries
  • Familiarity with CNN development for detection, segmentation, and classification
  • Familiarity with Git and version-control workflows
  • Ability to work in a mission-focused operational environment and make independent decisions
  • Technical writing and briefing skills
  • Verbal, written communication, and organizational skills
Am I A Good Fit?
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The Company
HQ: Bengaluru
131 Employees
Year Founded: 2018

What We Do

Digantara is an Indian company specializing in space situational awareness, intelligence, and surveillance. It develops infrastructure and data solutions for monitoring objects and traffic in Earth orbit, and is expanding its capabilities into missile defense.

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