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UST
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Machine Learning Engineer

Machine Learning Engineer

UST

5 years

0 Lacs

trivandrum kerala india

Posted:17 hours ago| Platform:

Apply

Skills Required

learning power technology agility ai ml vision design development deployment data dataset labeling model lighting engineering research evaluation rest aws gcp azure imaging cam integrity diversity

Work Mode

On-site

Job Type

Full Time

Job Description

Greetings from UST

Who we are:

Born digital, UST transforms lives through the power of technology. We walk alongside our clients and partners, embedding innovation and agility into everything they do. We help them create transformative experiences and human-centered solutions for a better world.

UST is a mission-driven group of over 38,000+ practical problem solvers and creative thinkers in over 30+ countries. Our entrepreneurial teams are empowered to innovate, act nimbly, and create a lasting and sustainable impact for our clients, their customers, and the communities in which we live.

With us, you’ll create a boundless impact that transforms your career—and the lives of people across the world.

Job Summary:

Immediate to 15 days

AI/ML, Computer Vision, Python

5-8 years

Any UST Location

Hybrid (3 Days - Work from Office)

Key Responsibilities

Lead the design, development, and deployment of
fruit defect detection models
using
object detection
and
image segmentation
techniques.
Build and optimize
deep learning pipelines
using frameworks like
PyTorch
or
TensorFlow
.
Collaborate with
domain experts
to define and classify defect categories and edge cases (e.g., bruises, rot, discoloration, deformities).
Develop and manage
data pipelines
, including
dataset curation, labeling workflows
, and
data augmentation strategies
.
Ensure
model performance and scalability
across varied lighting and environmental conditions.
Work with
product and engineering teams
to deploy models into production (cloud or edge environments).
Research and integrate
state-of-the-art computer vision models
(e.g., YOLOv8, EfficientDet, Mask R-CNN, Vision Transformers, DETR).
Mentor and guide
junior ML engineers
and research interns.
Build
evaluation dashboards and explainability tools
for QA and business teams to monitor model health.

Primary Skills

7+ years of experience in
AI/ML
, with at least 4+ years focused on
Computer Vision
.
Strong expertise in
object detection, image segmentation
, and
classification techniques
.
Hands-on experience with
PyTorch
and/or
TensorFlow
.
Deep understanding of
CNNs, transfer learning
, and
model optimization
.
Proficiency in
Python
and libraries like
OpenCV
and
NumPy
.
Proven ability to handle
real-world noisy datasets
and perform
data preprocessing
effectively.
Experience in
model deployment
using
ONNX
,
TensorRT
, or
REST APIs
.

Secondary Skills

Familiarity with
data labeling tools
(Label Studio, Roboflow, CVAT).
Understanding of
data-centric AI
and
model explainability
concepts.
Experience working with
cloud platforms
(AWS, GCP, Azure) for ML deployment.
Exposure to
MLOps pipelines
and
continuous model integration
practices.

Good to Have Skills

Knowledge of
edge AI inference
(e.g., NVIDIA Jetson, Coral TPU).
Experience with
unsupervised or self-supervised learning
approaches.
Familiarity with
agricultural imaging or food quality analysis
.
Contribution to
open-source computer vision projects
or research publications.
Understanding of
model interpretability
tools (Grad-CAM, SHAP, LIME).

What We Believe:

We’re proud to embrace the same values that have shaped UST since the beginning. Since day one, we’ve been building enduring relationships and a culture of integrity. And today, it's those same values that are inspiring us to encourage innovation from everyone, to champion diversity and inclusion and to place people at the center of everything we do.

Humility:

We will listen, learn, be empathetic and help selflessly in our interactions with everyone.

Humanity:

Through

s, we will better the lives of those less fortunate than ourselves.

Integrity:

We honor our commitments and act with responsibility in all our relationships.

Equal Employment Opportunity Statement

UST is an Equal Opportunity Employer.

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

UST reserves the right to periodically redefine your roles and responsibilities based on the requirements of the organization and/or your performance.

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Machine Learning Engineer

Experience & Salary

Skills Required

Work Mode

Job Type

Job Description

Job Summary:

Immediate to 15 days

AI/ML, Computer Vision, Python

5-8 years

Any UST Location

Hybrid (3 Days - Work from Office)

Key Responsibilities

fruit defect detection models

object detection

image segmentation

deep learning pipelines

PyTorch

TensorFlow

domain experts

data pipelines

dataset curation, labeling workflows

data augmentation strategies

model performance and scalability

product and engineering teams

state-of-the-art computer vision models

junior ML engineers

evaluation dashboards and explainability tools

Primary Skills

AI/ML

Computer Vision

object detection, image segmentation

classification techniques

PyTorch

TensorFlow

CNNs, transfer learning

model optimization

Python

OpenCV

NumPy

real-world noisy datasets

data preprocessing

model deployment

ONNX

TensorRT

REST APIs

Secondary Skills

data labeling tools

data-centric AI

model explainability

cloud platforms

MLOps pipelines

continuous model integration

Good to Have Skills

edge AI inference

unsupervised or self-supervised learning

agricultural imaging or food quality analysis

open-source computer vision projects

model interpretability

More Jobs at UST