Machine Learning Algorithm Engineer

Ceremorphic, Inc.; Hyderabad; On-site; INR 1,800,000 - 2,400,000; Full time

Job summary

Ceremorphic, Inc. in Hyderabad is seeking software engineers for its Deep Learning Algorithms team to develop and commercialize AI solutions across NLP, computer vision, speech, and recommendation systems.

You will work with the scientific research team to implement and optimize the latest AI algorithms and to build software used globally. A strong algorithmic background with exposure to hardware accelerators and numerical software is essential.

Qualifications

• Strong in advanced data structures and algorithms.
• Excellent programming, debugging, performance analysis, and test design skills.
• Experience with Deep Learning Frameworks (e.g., TensorFlow, PyTorch, MXNet)
• Excellent C/C++ and Python programming skills, parallel programming (OpenCL)
• Exposure to HW architecture, ideally accelerators, and to numerical software
• Develop algorithms for deep learning, data analytics, machine learning, or scientific computing
• Construct and curate large problem specific datasets
• Professional experience with DL Frameworks (e.g., TensorFlow, PyTorch, MXNet)
• Experience doing performance analysis and tuning
• Exposure to HW architecture, ideally accelerators, and to numerical software

Responsibilities

• Build and optimize AI algorithms for NLP, CV, speech, and recommender systems.
• Collaborate with researchers to implement and improve algorithms.
• Define APIs and analyze functionality coverage across platforms.
• Contribute to data handling and scalable software engineering tasks

Skills

Advanced data structures

Programming skills

DL frameworks

C/C++ and Python

Hardware accelerators

Algorithm development

Data handling

Performance analysis

Tools

TensorFlow

PyTorch

MXNet

OpenCL

Job description

Processor design companies around the world are developing AI HW accelerators to revolutionize AI applications and data analytics, and to power data centres.

Ceremorphic is seeking software engineers for its Deep Learning Algorithms team to develop and commercialize Artificial Intelligence solutions to diverse real-world problems related to NLP, Computer Vision, Speech, Text, Recommendation Systems etc.

Involve in the team building the software which will be used globally. You will have a unique opportunity to work with the scientific research team to implement and improve the latest AI algorithms.

If you have a good understanding for deep learning and a strong algorithmic background, with exposure to computer architecture and performance, to analyse, define and implement highly optimized AI algorithms. The scope of these efforts includes a combination of implementing new algorithms, performance/accuracy tuning and analysis, defining APIs, analysing functionality coverage, and other general software engineering work.

Key Qualifications

• Strong in Adv. Data structures and algorithms skills or experience.
• Excellent programming, debugging, performance analysis, and test design skills.
• Experience with Deep Learning Frameworks (e.g., TensorFlow, PyTorch, MXNet)
• Excellent C/C++ and Python programming skills, parallel programming (OpenCL)
• Exposure to HW architecture, ideally accelerators, and to numerical software
• Develop algorithms for deep learning, data analytics, machine learning, or scientific computing.
• Construct and curate large problem specific datasets.
• Professional experience with DL Frameworks (e.g., TensorFlow, PyTorch, MXNet).
• Experience doing performance analysis and tuning.
• Exposure to HW architecture, ideally accelerators, and to numerical software.