Staff Machine Learning Engineer - Singapore - Centre for Strategic Infocomm Technologies

Description

CSIT develops products to advance the national security interests of Singapore.

Our products are used in a wide range of operations, including, but not limited to, Counter-Terrorism and Computer Network Defence.

We are looking for talented machine learning engineers to design and build cutting-edge machine learning systems that support the processing of large volumes of data at scale.

RoleYou will combine your deep understanding of machine learning techniques with your keen proficiency in system design and software engineering to operationalise, scale, and monitor ML solutions that act on a variety of multi-modal data types.

You will work with data scientists and software engineers to explore a diverse range of techniques and build state-of-the-art solutions to solve complex problems found nowhere else.

The work you do will transform the way information is processed on an organisational scale and deliver substantive value for our mission.

As a staff ML Engineer, you will be a subject matter expert for the areas under your charge, and you will be responsible for the technical standards and skills of the team.

You will also be expected to work effectively with other cross-functional teams to add value and deliver outcomes at an organisational level.

Responsibilities

Set and uphold standards of code and documentation quality within the teamDrive the development and advancement of technical skills for junior team membersMentor junior team members on best practices in engineering and system designCollaborate with cross-functional teams to identify high-impact opportunities for applying machine learning and data analytics to solve key business issuesEngineer, deploy, optimise, and maintain ML solutions that contribute to the organisation's strategic objectivesKeep current with developments in academia and industryRequirements (Minimum Qualifications)

A Bachelor's degree in an engineering or ML-adjacent quantitative field (e.g ., Computer Science, Computer Engineering, Information Systems, Mathematics, Statistics, Computational Linguistics, etc.) or equivalent practical experienceStrong proficiency in Python, with the ability to read, write, document, and maintain code in an idiomatic wayExperience with using Python-based machine learning libraries (e.g ., scikit-learn, transformers, spacy, etc.) in a production environmentExperience with using Python-based API frameworks (e.g ., fastapi) in a production environmentExperience with using containerisation and container orchestration platforms (e.g ., Docker, Kubernetes) in a production environmentDeep understanding of a particular domain and working knowledge of a broader range of ML concepts and techniques, e.g.

, in:

Natural language processing or computational linguisticsSpeech processingComputer visionInformation retrievalData augmentationAnomaly and drift detectionStrong written and verbal communication skillsNice-to-haves

Experience in leading and managing technical teamsA Master's degree or PhD in a relevant field and/or 5 or more years of relevant work experiencePrior work in multiple data science/ML domainsFamiliarity with other general purpose programming languages (e.g ., Java, JavaScript, C/C++, etc.)Experience in working with big data technologies such as Hadoop, Spark and KafkaAs CSIT is an agency under the Ministry of Defence (Singapore), only Singapore Citizens will be considered.

#LI-DNI

#J-18808-Ljbffr