Software Engineer: Machine Learning Ref 2022/0001/001 (closed)

 

Salary Market Aligned

Location Singapore

Consultant Jun Lim (R1329913)

Job Ref 2022/0001/001

Date Posted 4 February 2022

Our client is a rapidly growing organisation focused on end-to-end AI engineering. Over the next few years, the Firm is focused on building a vast array of hardware and software products to cater to the growing demand for computer vision and AI applications in Smart Cities, Industry 4.0, defence and medical areas.

Headquartered in Europe, the Firm has clients across the European Union, Middle East, and India. It has operations throughout Asia and Europe and continues to expand globally.

The Role

The Firm is looking for a Software Engineer: Machine Learning to be a part of its world-class team. In this role, you will develop scalable machine learning approaches for resource-constrained edge devices and single/multi-node server-side deployment. You will collaborate with various team members to identify needs and deliver new capabilities for ML-based solutions.

Key Responsibilities

  • Design, train, and optimise machine and deep learning models in Python or C++ for resource-constrained edge devices and single/multi-node server-side deployment for machine learning applications

  • Collect, clean, and process data to train or improve machine learning models

  • Work with cutting-edge compiler technologies and inference and deployment tools such as ONNX and TensorRT for the deployment of machine learning applications into edge devices

  • Collaborate and communicate with engineers across functions to build solutions and solve complex problems at scale

  • Identify and evaluate new methodologies and technologies to improve the performance and maintainability of the machine learning systems

  • Build software and tools that improve your rate of experimentation and help you solve future problems more efficiently

  • Apply knowledge of software engineering standard methodologies

Key Requirements

  • Masters with 4+ years or Ph.D. Degree with 2+ years of industry experience in one or more of the following areas: machine learning, pattern recognition, or artificial intelligence

  • Industry experience in the collection, cleaning, and processing of data

  • Expert knowledge in designing and training machine and deep learning models in Python or C++

  • Proficiency with ML modeling frameworks (Scikit-Learn, PyTorch, Tensorflow, etc.)

  • Strong overall software engineering skills with the ability to deliver clean, well-tested code

  • Experience with using Linux-based operating systems, Git, and Docker

  • Deep knowledge of maths, probability, statistics, and algorithms

  • Experience working with cloud data processing technologies is an advantage (Spark, Hadoop, Dask, SQL, etc.)

  • Ability to work as a member of a team, while also being able to work independently, define goals, scope, and lead your own development effort

Why Join the Firm

  • Be a part of a people-first company that nurtures and rewards employees

  • The best place to work on cutting-edge technologies and innovative products

  • Fast moving, challenging, and unique business problems

  • Flat organisation and commitment to personal development

  • Diverse work environment and highly collaborative team ethics

  • Opportunities for international relocation and transfer

  • Competitive salary and rewards

If you are interested to work at the cutting edge of technology for a high-growth organisation, we would like to talk to you.

Please click the APPLY NOW button and indicate your notice period in your CV. Data provided is for recruitment purposes only.

We thank you for your interest in this position and regret that only shortlisted candidates will be notified.

 
TechnologyProfessional SearchSingapore, Machine Learning, software engineer