Machine Learning Engineer

Zessta Software Services Private Limited; Hyderabad; On-site; INR 1,000,000 - 2,000,000; Full time

Job summary

A software solutions company in Hyderabad is looking for an experienced Machine Learning Engineer to design and develop machine learning and deep learning systems. Candidates should have robust coding skills and deep knowledge of ML algorithms. The ideal candidate will have 3-10 years of experience and a Bachelor's or Master's degree from a premier institute.

Qualifications

• 3-10 years of experience as a Machine Learning Engineer or similar role.
• Deep knowledge of linear algebra, probability, statistics, and ML algorithms.
• Experience in image processing is preferable.

Responsibilities

• Design and develop machine learning and deep learning systems.
• Analyze ML algorithms and rank them by success probability.
• Handle bug fixes and releases to production.

Skills

Machine Learning

Deep Learning

C/C++

Python

R

Java

Linux

OpenCV

Git

Education

Bachelor's or Master's from Premier Institutes

Tools

Keras

PyTorch

TensorFlow

OpenCV

Job description

Responsibilities:

• Designing and developing machine learning and deep learning systems according to the requirements.
• Analysing the ML algorithms that could be used to solve a given problem and ranking them by their success probability.
• Independently handle bug fixes and releases to production
• Verifying data quality, and/or ensuring it via data cleaning.
• Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world.
• Perform self-testing, integration testing and deployment testing.
• Deployment of code to production environment following the procedures and standards diligently.
• Explore and analyze the suitability of third-party libraries.
• Deploying models to production.

Skills and Experience:

• Proven experience as a Machine Learning Engineer or similar role.
• Understanding of data structures, data modelling and software architecture.
• Deep knowledge of linear algebra, probability, statistics and ML algorithms.
• Good knowledge of data structures and algorithms and implementing them in C/C++.
• Working experience with device drivers on Linux specifically related to real-time video streaming pipeline using v4l2, Gstreamer, UVC driver, Nvidia accelerated Gstreamer, low latency video capture.
• Ability to write robust code in Python, R and Java.
• Knowledge of C Embedded programming is preferred.
• Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like Numpy, pandas, seaborn, scikit-learn, etc.)
• Proficiency with a deep learning framework such as TensorFlow or Keras.
• Proficiency with OpenCV.
• Linux SysAdmin skills.
• Git management, source code build and release management.
• Ability to select hardware to run an ML model with the required latency.
• Experience in Image Processing is preferable.
• Excellent communication skills.

Education and Experience:

• Bachelors or Masters from Premier Institutes preferred.
• Experience 3-10 years