Machine Learning Engineer

We are looking for a Machine Learning (ML) Engineer to help us create artificial intelligence products.

Machine Learning Engineer responsibilities include creating machine learning models and retraining systems. To do this job successfully, you need exceptional skills in statistics and programming. If you also have knowledge of data science and software engineering, we’d like to meet you.

Your ultimate goal will be to shape and build efficient self-learning applications. 

Responsibilities

• Study and transform data science prototypes

• Design machine learning systems

• Research and implement appropriate ML algorithms and tools

• Develop machine learning applications according to requirements

• Select appropriate datasets and data representation methods

• Run machine learning tests and experiments

• Perform statistical analysis and fine-tuning using test results

• Train and retrain systems when necessary

• Extend existing ML libraries and frameworks

• Keep abreast of developments in the field

Requirements

• Proven experience as a Machine Learning Engineer or similar role

• Understanding of data structures, data modeling and software architecture

• Deep knowledge of math, probability, statistics and algorithms

• Ability to write robust code in Python, Java and R

• Familiarity with machine learning frameworks (like TensorFlow, Keras or PyTorch) and libraries (like scikit-learn)

• Excellent communication skills

• Ability to work in a team

• Outstanding analytical and problem-solving skills

• BSc in Computer Science, Mathematics or similar field; Master’s degree is a plus

Hardware Design Engineer

We have a new position for a Hardware Design Engineer in our R&D center. Collaborating with local and overseas teams, you will primarily be designing new product families from initial requirements through to production readiness.

ESSENTIAL DUTIES AND RESPONSIBILITIES

• Design, plan, document and develop new hardware products from initial requirements through prototypes toproduction ready.

• Maintain existing designs and develop new variants of existing products to add new features, deal with component end-of-life, etc.

• Work collaboratively and diligently with your fellow Hardware team members, Product Management, Software Engineering and Manufacturing to produce reliable, standards compliant, world-class products.

QUALIFICATIONS, SKILLS & EXPERIENCE

Mandatory:

• Honours or Master’s degree in Electrical Engineering from a recognized university.

• Demonstrated ability in high-speed digital electronic design, prototyping and debugging.

• Familiarity with SoC designs (32-bit minimum) including DDR3/4 and high-speed peripheral interfaces, e.g. PCIe, USB 3.0, SATA.

• Previous use of Altium Designer for schematic capture.

• Process oriented and a good verbal and written communicator.

Highly desirable:

• Strong low-level software skills and the ability to do initial board bring up. Embedded Linux experience would be especially highly regarded.

• Demonstrated experience in the full hardware product lifecycle including DFM, EMC and safety approvals, and handover to Production.

• Experience with FPGA design in a commercial environment.

• Experience with designs including wireless communications (Bluetooth, 802.11, WCDMA/LTE cellular.)

Apply