Data Scientist - Bengaluru, India - AMBC Technologies

AMBC Technologies

Verified Company

Bengaluru, India

2 weeks ago

Posted by:

Deepika Kaur

beBee Recuiter

Description

Responsibilities:

Working with the data science team to research, develop, evaluate, and optimize various computer vision and deep learning models for different problems.
Explore and analyse unstructured data like images through image processing.
Take ownership to drive computer vision solutions and meet customer requirements.
Deploying developed computer vision models on the cloud after optimization to meet customer requirements and maintain them to improve to address additional customer requirements in the future.
Work closely with teammates to identify issues and use data to propose solutions for effective decisionmaking.
Use machine learning tools and statistical techniques to produce solutions to problems.
Maintain clear and coherent communication, both verbal and written, to understand data needs and report results.
Coordinate with different functional teams to implement models and monitor outcomes.
Develop processes and tools to monitor and analyse model performance and data accuracy.
Undertaking data collection, preprocessing, and analysis.
Building machinelearning models to address business problems.
Presenting information using data visualization techniques.
Combine machinelearning models through ensemble modelling.
Build predictive machinelearning models and algorithms.
Processing, cleansing, and validating the integrity of data to be used for analysis.

Skills:

Excellent analytical and problemsolving skills
Experience:

8 Years

Experience in database interrogation and analysis tools.
The ability to deliver under pressure and tight deadlines.
Strong problem-solving skills with an emphasis on product development.
Experience using statistical computer languages (Python) to manipulate data and draw insights from large datasets.
Excellent written and verbal communication skills for coordinating across teams.

Requirements Requirements:

Have a degree in Computer Science, Data Science, Machine Learning or in related fields.
Understanding about depth and breadth of computer vision and deep learning algorithms.
At least 2 years of experience in computer vision and/or deep learning for object detection and tracking along with semantic or instance segmentation either in the academic or industrial domain.
Experience with any machine/deep learning frameworks like TensorFlow, Keras and PyTorch.
Experience in training models through GPU computing using NVIDIA CUDA or on the cloud.
Ability to transform research articles into working solutions to solve realworld problems.
Strong experience in using both basic and advanced image processing algorithms for feature engineering.
Proficiency in Python and related packages like NumPy, scikitimage, PIL, OpenCV, matplotlib, seaborn, etc.
Must be able to produce solutions independently in an organized manner and also be able to work in a team when required.
Must have good Object-Oriented Programming & logical analysis skills in Python. Preferred (not mandatory to have all)
Strong foundation in data structures and algorithms in Python.
Proficiency with AWS cloud computing environments.
Experience in Agile Application Development and Scrum methodologies to develop efficient, maintainable, readable and productionready pipelines.
Deep understanding of Software Development Life Cycle (SDLC)

Job Information:

Industry

IT Services
***Work Experience

5+
***City

Bangalore North
***State/Province

Karnataka
***Country

India
***Zip/Postal Code

**560001