MLOPs Software Engineer - Singapore - TECHNOLOGY SERVICES GROUP PTE. LTD.

TECHNOLOGY SERVICES GROUP PTE. LTD. Singapore

5 days ago

Description

Roles & Responsibilities

Our company is at the forefront of innovation in financial technology. Our mission is to develop an AI-driven platform that predicts market trends, empowering retail investors with the tools previously only accessible to professionals. We're looking for a talented MLOPs Software Engineer with an interest in finance to join our growing team in our Singapore office.

Responsibilities

Focuses on MLOps from model training, model evaluation to trading evaluation. Portfolio to be requested here.
Develop large-scale deployment of GPU nodes running in dozens of Kubernetes clusters across regions. Core technologies may include: CUDA, Python, PyTorch, Triton, Redis, NCCL, NVLink.
Develop simulation pipelines to scale the testing of hyperparameters for model training and for trading. The innovation here lies in ability to synchronize model parameters with financial trading parameters.
Automate feature evaluation and experimentation for model training.
Automate model training and model performance evaluation.
Combine classical model evaluation with financial trading evaluation metrics such as Sharpe, Turnover, Fitness, Returns, Drawdown, Margin, Long Count, Short Count, Sector/Subindustry Allocations etc.
Build, maintain, enhance model pipelines using MLOps and AIOps frameworks.
Work with full suite of data and model infrastructure and integration i.e. SageMaker Studio or Vertex A.I.
Work with Data Scientists to setup model monitoring and feedback systems.
Part of a sub-team focusing on full autonomous AI Trading under a larger trading division.

Requirements:

Bachelor's and above. Software Engineering background would be preferred.
Must have stack: CUDA, PyTorch, low level languages such as C++ or Go.
Must have experiences (Any of these passes):
- High scale distributed training and inference systems and ML systems.
- Parallel and distributed computing with multiple gpus at once
- High throughput scheduling as a service particularly at supercomputingscale .
- Understand how to resolve Segmentation Faults
Must have testing, debugging experiences: Unit Tests, Integration Tests, Errors Handling to ensure trading system remains fault tolerance and robust
Must have orchestration tools: DAGs in Airflow or Prefect, MLFlow
Must have deployment experiences: Docker, AWS, Load Testing etc
Good to have network technologies inside and out

Tell employers what skills you have

Classical
Airflow
Kubernetes
Pipelines
SageMaker
Software Engineering
Throughput
Trading System
PyTorch
CUDA
Python
Vertex
Docker
Debugging
Scheduling
C++

Software Engineer, Software Engineering

1 day ago

NCS Singapore

**Software Engineer, Software Engineering**: · **Date**:10-May-2023 · **Location**: Singapore, Singapore · **Company**:Singtel Group · Are you looking for value adding and impactful work? · Do you want to make a difference with your expertise? · With us, you'll be able to make it ...
Software Engineer, Software Engineering

5 hours ago

NCS Singapore

**Software Engineer, Software Engineering**: · **Date**:28 Aug 2023 · **Location**: Singapore, Singapore · **Company**:Singtel Group · NCS is a leading technology services firm, operating across Asia Pacific in over 20 countries, providing services and solutions in consulting, di ...
Software Engineer, Software Engineering

1 day ago

NCS Singapore

**Software Engineer, Software Engineering**: · **Date**:11 Mar 2024 · **Location**: Singapore, Singapore · **Company**:Singtel Group · NCS is a leading technology services firm, operating across Asia Pacific in over 20 cities, providing services and solutions in consulting, digit ...
Software Engineer, Software Engineering

1 day ago

NCS Singapore

**Software Engineer, Software Engineering**: · **Date**:08-May-2023 · **Location**: Singapore, Singapore · **Company**:Singtel Group · Are you looking for value adding and impactful work? · Do you want to make a difference with your expertise? · With us, you'll be able to make it ...
Software Engineer

1 day ago

NEWBRIDGE ALLIANCE PTE. LTD. Singapore

As a Software Engineer, you'll collaborate with a diverse team comprising software, computer, mechanical, electronics, and communications engineers, all united by a fervent commitment to translating concepts into functional systems, driven by our collective desire to advance our ...
Software Engineer

1 day ago

CORPORATE IT SOLUTIONS PTE. LTD. Singapore

**IT Software Engineer Responsibilities**: · - Meeting with the IT manager to discuss system needs. · - Designing and installing computer hardware configurations. · - Installing software and networking systems. · - Troubleshooting network and software issues. · - Installing high- ...
Software Engineer

4 hours ago

ST Engineering Group Singapore

**Software Engineer**: · **Date**:15-Feb-2023 · **Location**: Singapore, SG · **Company**:ST Engineering Group · **ST Engineering** is a global technology, defence and engineering group with offices across Asia, Europe, the Middle East and the U.S., serving customers in more than ...
Software Engineer

1 day ago

NodeFlair Singapore

**Job Summary**: · **Salary** · S$4,393 - S$5,456 / Monthly EST · **Job Type** · Permanent · **Seniority** · Mid Junior · **Years of Experience** · 2-4 years · **Tech Stacks** · TCP C++ MQTT Git Linux NoSQL Typescript JavaScript SQL Python · - We're hiring software engineer from ...
Software Engineer

4 hours ago

Singapore Technologies Engineering Ltd Singapore

**Date**:15-Feb-2023 · **Location**: Singapore, SG · **Company**:ST Engineering Group · **ST Engineering** is a global technology, defence and engineering group with offices across Asia, Europe, the Middle East and the U.S., serving customers in more than 100 countries. The Group ...
Software Engineer

4 hours ago

RIGHT RECRUIT PTE. LTD. Singapore

Our client is a leading organisation specialised in developing Semiconductor machines and Machine Vision. One of their divisions currently has opening for **Software Engineer **. · **Responsibilities**: · - Software Development - Design and develop control software for automated ...
Software Engineer

1 day ago

A LOOP PTE. LTD. Singapore

**Software Engineer (Business Process Developer) · As a software engineer, you will get to: · - Improve software quality using XP practices such as code review and unit testing. · - Adheres to the Software Craftsmanship Manifesto. · - Prepare architectural and other technical doc ...
Software Engineer

1 day ago

DSTA - Defence Science & Technology Agency Singapore

**Job no**: · **Work type**: Permanent · **Location**: DSTA Singapore · **Categories**: Information PC · The Defence Science and Technology Agency (DSTA) brings you to the forefront of cybersecurity, digital transformation and engineering. From working on software development an ...
Software Engineer

4 hours ago

Anotech Energy Singapore

As an Embedded Software Engineer, you will be part of a team in embedded engineering in designing and developing software, tooling, test suites, workflow in order to improve daily activities such as automated test suite, automated delivery (binaries, documents), automated static ...
Software Engineer

1 day ago

STRAITSX PAYMENT SERVICES PTE. LTD. Singapore

**Responsibilities**: · - Actively contribute to the development of the highly scalable StraitsX product. · - Collaborate with fellow engineers, product managers, and business owners to ensure requirements are sound and met. · - Propose architecture improvements and recommend pro ...
Software Engineer

4 hours ago

HYC (SINGAPORE), INC. PTE. LTD. Singapore

Collaborate with clients and internal stakeholders to understand the technical requirements and challenges. · - Propose innovative solutions that align with the business goals and deliver value. · - Design and develop software for PLC base industrial automation equipment. · - Val ...
Software Engineer

4 hours ago

Salad Ventures Singapore

**Job Brief**: · We are looking for a Software Engineer/ Dev Ops Specialist to help build, and support our product & engineering team. · **Key Responsibilities** · Collaborate with development teams to design and implement deployment processes and infrastructure that support the ...
Senior Software Engineer/software Engineer

1 day ago

Housing and Development Board Singapore

**What the role is** · - The Housing and Development Board (HDB) has been at the forefront of the Public Service Transformation effort, iteratively building towards the successful delivery of HDB's services to our customers digitally. The Information Services Group in HDB champio ...
Software Engineer

1 day ago

SEDHA CONSULTING PTE. LTD. Singapore

**Software Engineer**: · **Responsibilities** · - Address the entire software development lifecycle - to analyse the needs, and then design, test and develop software to meet those needs. · - Document the process using diagrams and flowcharts, developing computer instructions usi ...
Software Engineer

1 day ago

Singapore Technologies Engineering Ltd Singapore

**Date**:3 Jul 2023 · **Location**: Singapore, SG · **Company**:ST Engineering Group · **Job Description**: · - Develop end-to-end specifications for solution components. · - Perform testing and implementation of the solution. · - Troubleshoot software issues and participate in i ...
Software Engineer

1 day ago

Thermo Fisher Scientific Singapore

How will you make an impact?Thermo Fisher Scientific Inc. is the world leader in serving science, with annual revenue of approximately $40 billion. Our Mission is to enable our customers to make the world healthier, cleaner and safer. Whether our customers are accelerating life s ...