Total 2,227 software test engineer job vacancies

Our esteemed client in the Manufacturing industry is seeking a Technical Sales Engineer (HVAC) to join their dynamic team:

• Employment Type: Permanent
• Position: Technical Sales Engineer
• Location: Kaki Bukit
• Working Hours: Monday to Friday, 8am to 5.30pm
• Salary Package: Basic + Commission

Job Responsibilities:

• Actively prospect and engage clients to promote and sell HVAC and ATCS solutions. Close deals and consistently achieve revenue targets to drive market growth.
• Serve as the technical expert for ATCS during client presentations. Analyze technical requirements and recommend tailored, energy-efficient solutions.
• Manage the end-to-end tender process. This includes attending tender briefings, conducting site visits, and preparing highly detailed technical proposals and RFPs.
• Calculate accurate Bills of Quantities (BOQs), select appropriate equipment, and ensure technical specifications align with project requirements.
• Optimize HVAC solutions to balance client needs with internal cost control, ensuring healthy profit margins and competitive pricing.
• Act as the vital link between the client, internal engineering teams, and external vendors to ensure a seamless transition from pre-sales to project implementation.

Job Requirements:

• At least Diploma in Mechanical Engineering or related field, with minimum 1 year of sales experience in HVAC, cooling systems, or industrial equipment.
• Strong technical understanding of mechanical systems (e.g. cooling towers, chillers, heat exchangers)
• Experience in tendering, proposal preparation, and cost estimation is an advantage

Ready to apply? Here’s how: 

• Click the APPLY button, or 
• Email your resume (in MS Word or PDF format) to adelin@intuitrecruitment.com. Include the job title in your email subject line for prompt processing. 

Only shortlisted candidates will be notified. 

By submitting your application, you consent to the collection and use of your personal data under Personal Data Protection Act (PDPA). 

Adelin Chong | EA Personnel Reg No.: R1875641 

Intuit Recruitment Pte Ltd | EA License No.: 25C2793 

Responsibilities:

• Plan and carry out maintenance activities for plant, production or industrial equipment.
• Perform preventive maintenance, corrective maintenance, troubleshooting and repair works.
• Support mechanical, electrical or instrumentation maintenance based on job matching.
• Maintain equipment such as pumps, valves, piping, motors, control panels, PLC, sensors or transmitters.
• Coordinate with operations, contractors and vendors on maintenance activities.
• Support shutdown, breakdown recovery, equipment improvement and reliability works.
• Prepare maintenance reports, work records and technical documentation.

Job Requirement:

• Diploma / Degree in Mechanical, Electrical, Electronics, Instrumentation, Mechatronics or related field.
• Experience in mechanical, electrical, E&I, plant or equipment maintenance.
• Experience in chemical, petrochemical, manufacturing or process industry is an advantage.
• Supervisory experience will be an advantage.

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Interested candidates, please send your detailed resume stating Past Employments, including Reasons of Leaving, Last Drawn Salary for the most recent 2 positions (breakdown of basic salary, allowance, bonuses etc), Expected Basic Salary and availability. Interested candidates, please send your detailed resume stating Past Employments, including Reasons of Leaving, Last Drawn Salary for the most recent 2 positions (breakdown of basic salary, allowance, bonuses etc), Expected Basic Salary and availability.

By sending your job application/resume to us, it shall bedeemed that you have agreed and hereby give your consent to MANFIELD in collecting, using and/ or disclosing your personal data for the purpose of accessing and processing your job application and/ or for future job opportunities within MANFIELD and/ or with the client(s) of MANFIELD. If you wish to withdraw your consent, please notify us. Kindly visit our company website for more information on the Privacy Policy.

WE REGRET TO INFORM THAT ONLY SHORTLISTED CANDIDATES WILL BE NOTIFIED

Manfield Employment Services Pte Ltd (Lic. No: 95C2823)
Posting Personnel: Bernard Pang
EA Personnel Reg No.: R24119695

We are seeking a highly motivated and hands-on AI Engineer /Agentic AI Builder to drive the development, implementation, and optimization of autonomous, agentic AI workflows across our Testing, Inspection, and Certification (TIC) operations. In this role, you will be a core builder—leveraging Large Language Models (LLMs), workflow automation, and modern AI APIs. Design and deploy Agentic AI systems capable of executing complex, multi-step tasks to improve internal efficiency and enhance our standard operating procedures (SOPs).

This role is ideal for a builder who loves setting up autonomous AI agents, connecting them via modern APIs to real-world business tools, and deploying systems that drastically reduce manual operational bottlenecks.

Key Responsibilities:

• Agentic AI Setup & Orchestration: Design, build, and deploy single and multi-agent systems that utilize autonomous reasoning, tool-calling (function calling), and memory to complete complex workflows with minimal human supervision.
• Process Automation & Tool Integration: Identify opportunities to automate manual text- and data-heavy workflows within our testing, lab, and inspection operations (e.g., parsing compliance standards, synthesizing lab results, and auto-generating draft inspection reports).
• Hands-on Coding & API Deployment: Write, test, and deploy clean production-grade Python code to integrate AI agents with internal data sources and third-party APIs.
• Evaluation& HITL Integration: Implement Human-in-the-Loop (HITL) review mechanisms into agent workflows to ensure high-stakes data is verified by human experts before final execution.
• Prompt &Context Engineering: Fine-tune system prompts, establish agent guardrails, and implement robust context management to minimize AI hallucinations and ensure data security.
• Operational Collaboration: Work closely with laboratory technicians, inspectors, and operations managers to map out their manual SOPs and translate them into automated agent workflows.
• User Adoption & Enablement: Help drive the adoption of new AI tools by creating simple documentation, gathering feedback from end-users, and measuring how much time the tools save.
  

Qualifications:

Minimum Requirements:

• Bachelor’s degree in Computer Science, Data Science, Engineering, or a related technical discipline (or equivalent practical experience/portfolio of built AI projects).
• Experience: at least 3 years of hands-on experience in software engineering, python programming, or AI prototype development.
• Agentic AI& LLM Familiarity: Practical experience setting up AI tools, writing effective system prompts, and utilizing LLM APIs (OpenAI, Anthropic, etc.) for tool-calling or multi-step execution.
• Programming Skills: Strong fundamental programming skills in Python, with experience using collaborative software workflows (e.g., Git).
• Problem-Solving Mindset: Ability to break down complex, manual human procedures into clear logical rules and steps that an AI agent can execute.

Preferred (not required but would be an advantage to have):

• Agentic Frameworks: Hands-on experience with modern agent orchestration frameworks or graph-based tools (e.g., LangGraph, CrewAI, AutoGen, or flow builders like Flowise/Langflow).
• Information Retrieval: Exposure to Retrieval-Augmented Generation (RAG) architectures and vector databases.
• Document Processing: Experience using OCR and AI tools to convert unstructured laboratory PDFs, images, and inspection logs into structured data for agent ingestion.
• TIC Industry Exposure: A basic understanding of or interest in lab workflows, ISO standards, or regulatory compliance

Responsibilities

• Provide technical support and effective site coordination, ensuring timely resolution of project and installation issues.

• Apply sound engineering knowledge, design expertise, and understanding of relevant building services codes and standards to support project execution.

• Ensure materials and installation works carried out by suppliers and subcontractors comply with project specifications and quality management requirements.

• Coordinate, monitor, and inspect supplier deliveries, equipment, and subcontractor works to maintain quality standards.

• Prepare and review shop drawings, coordinated drawings, and related technical documentation.

• Develop work schedules and participate in client, consultant, and internal project meetings.

• Support the Project Manager in managing daily project activities, including planning, quality assurance, safety compliance, and project progress monitoring.

• Liaise closely with the main contractor and project stakeholders to ensure smooth execution and minimize rework.

• Monitor and control site materials and equipment usage to reduce wastage and optimize resources.

• Maintain close communication with suppliers and subcontractors to ensure timely deliveries and avoid delays impacting project schedules.

• Conduct inspections to identify and rectify non-conforming materials, products, or installations, preventing defects and quality issues.

• Evaluate and implement innovative technologies and installation methodologies to enhance productivity and operational efficiency.

• Track site progress closely and provide clear direction and communication to subcontractors and suppliers.

• Perform any other duties and responsibilities as assigned. 

  Working days: 5 days working, 8:00 to 4:45 (Based on Project) 

For interested applicants, kindly send your resume in Word/PDF format to include the following in your resume including:

1. Current Salary

2. Expected Salary

3. Availability

4. Reason for leaving

Thank you for your application and we regret that only shortlisted applicants will be notified

By submitting any application or resume to us, you will be deemed to have agreed & consented to us collecting, using, retaining & disclosing your personal information to prospective employers with the services provided by us.

NGUYEN THI DOAN | R23116355

RRecruiter Pte. Ltd. | 18C9514 

5 days working

8:00 to 4:45 (Based on Project) 

• Provide effective site coordination and technical problem-solving support to clients and project stakeholders.

• Apply engineering expertise in design, building services systems, and relevant codes of practice to ensure project requirements are met.

• Ensure materials and installation works performed by suppliers and subcontractors comply with quality standards and ISO procedures.

• Monitor and coordinate material deliveries, equipment, and subcontractor activities to maintain installation quality and project schedules.

• Prepare shop drawings, coordinated drawings, and other technical documentation required for project execution.

• Develop work schedules and participate in client, consultant, and internal project meetings.

• Assist the Project Manager in overseeing daily project operations, including planning, quality control, safety compliance, and progress monitoring.

• Liaise closely with the main contractor and project teams to ensure smooth coordination and minimize rework.

• Manage site materials and equipment efficiently to reduce wastage and optimize resource utilization.

• Maintain close communication with suppliers and subcontractors to ensure timely deliveries and prevent project delays.

• Conduct inspections to identify and rectify non-conforming materials or installations, ensuring compliance with project specifications.

• Evaluate and implement new technologies and installation methods to enhance productivity and operational efficiency.

• Monitor site progress closely and provide clear guidance to suppliers and subcontractors to ensure timely completion of works.

• Perform other duties and responsibilities as assigned.

For interested applicants, kindly send your resume in Word/PDF format to include the following in your resume including:

1. Current Salary

2. Expected Salary

3. Availability

4. Reason for leaving

Thank you for your application and we regret that only shortlisted applicants will be notified

By submitting any application or resume to us, you will be deemed to have agreed & consented to us collecting, using, retaining & disclosing your personal information to prospective employers with the services provided by us.

NGUYEN THI DOAN | R23116355

RRecruiter Pte. Ltd. | 18C9514 

Job Purpose
The Assistant Engineer, Track Renewal is responsible to lead and manage a teamof technical Officers and contractors to carry out system-wide repair,maintenance and replacement of all track components such as rails, switches andcrossings so as to support SMRT in providing safe and reliable train service toour commuters.

Responsibilities

The duties and responsibilities of an Assistant Engineer,Track Renewal are as listed below. Note that the list is not comprehensive andrelated duties and responsibilities may be assigned from time to time.

·        Organize and plan all rail changeactivities 

·        Comply and execute tasks in accordance to WorkInstructions and Procedures.

·        Comply and exercise safety at all times inaccordance to Safety Procedures.

·        Responsible for the safety of self, peers andthe track throughout the working period.

·        Carry-out the role of person-in-charge (PIC) andpreventive maintenance (PM) duties and responsibilities.

·        Complete the necessary paper work for alltasks 

·        Complete rail change or built up welding workswithin a given time frame.

·        Coordinate and supervise contractors in all railchange activities

·        Supervise a team of Technical Officers for allrail change activities.

·        Coordinate with other Departments involved inrail change activities

·        Plan and forecast on all materials, tools andequipment needed for continuous rail change operation.

·        Check and verify all leaves and claims submittedby your staff.

·        Perform Ultrasonic Tests, when necessary.

·        Assist in training new staff on rail changeoperation.
 

Qualifications & Work Experience

·        Diploma in Mechatronics / Mechanical / CivilEngineering.

·        Preferably with at least 3-4 years of experiencein field maintenance.

·        Able to communicate effectively and a good teamplayer.

·        Proficient in using tools and equipment.
 
We regret to inform only shortlisted candidates will be contacted.

Company Overview

TeleScience Singapore is an established ICT company supplying and servicing a broad range of networking, broadband transmission, GPS time servers and synchronized clocks, cyber security solutions and test equipment. Our clients include telecom carriers, service providers, local and foreign MNCs, and system integrators.

Job Summary

Provide comprehensive pre-sales and post-sales technical support for ICT products, ensuring successful project implementation and customer satisfaction through consultancy, demonstrations, installation, training, and maintenance.

Responsibilities

• Deliver technical consultancy during pre-sales to support customer decision-making and product proof of concept demonstrations
• Execute post-sales activities including installation, commissioning, training, and maintenance of ICT equipment to ensure operational success
• Collaborate with customers and suppliers to coordinate and ensure timely and effective project implementation
• Advise and support the internal sales team with technical expertise to enhance sales effectiveness
• Monitor and manage inventory levels to maintain sufficient stock for fulfilling maintenance contract obligations

Main Responsibilities: 

• Configure and support MES workflows within PharmaSuite / Catalyst
• Support electronic batch record (EBR) design and execution
• Work closely with operations, QA, and IT teams for system integration
• Perform testing, validation, and troubleshooting of MES workflows
• Support change control, system upgrades, and hypercare activities

Requirements: 

• At least 4 years of experience in MES within pharma manufacturing
• Hands-on experience with PharmaSuite / Catalyst systems
• Strong understanding of GMP, ISA-95, and batch processes
• Exposure to system interfaces (ERP / DeltaV / PLC) and validation lifecycle

Contract Duration: 12 months with options to renew based on performance

Responsibilities:

• Carry out routine maintenance and troubleshooting of chiller systems to ensure reliable operation and optimal efficiency.
• Deliver professional customer support by responding promptly to client queries and issues related to chiller operations and maintenance.
• Diagnose and rectify mechanical, electrical, and control system faults with effective corrective actions.
• Advise and educate clients on proper operating and maintenance practices to extend equipment lifespan.
• Prepare clear and detailed service reports, including work performed, findings, and improvement recommendations.
• Perform commissioning for new chiller installations, ensuring systems are correctly installed and operate according to specifications.
• Coordinate with clients, agents, and contractors to verify system performance and compliance with technical requirements.
• Build strong working relationships with contractors to promote teamwork and effective problem-solving.
• Share technical knowledge with contractors to enhance processes and overall service quality.
• Comply strictly with workplace safety regulations and procedures during all service activities.
• Conduct safety briefings to ensure all parties are aware of and adhere to safety responsibilities.
• Operate in various site environments, including outdoor and plant room settings.
• Perform field-based duties with regular travel to customer locations.
• Provide standby support and respond to chiller breakdowns when assigned.

Qualifications:

• Diploma or higher qualification in Engineering, preferably in Electrical or Mechanical disciplines.
• 3–5 years of hands-on experience in chiller maintenance, commissioning, or related HVAC roles.
• Certified in Building Construction Supervisors Safety Courses or equivalent safety training.
• Strong technical expertise in chiller systems, HVAC fundamentals, and electrical control systems.
• Demonstrated problem-solving ability with strong attention to detail.
• Effective communication and interpersonal skills to work well with clients and internal teams.
• Capable of working independently while managing time and priorities efficiently.
• Consistently meet maintenance schedules and ensure all tasks are completed on time.
• Proven ability to accurately diagnose and repair chiller system faults through systematic assessments.
• Maintain a high level of professionalism and technical competence in all customer engagements.
• Communicate clearly and promptly with customers on service progress, timelines, and updates.
• Provide clear explanations of work performed and practical recommendations for future maintenance.

We regret only shortlisted candidates will be contacted. All applications will be handled confidentially. By submitting your application, you agree to the collection, use, retention, and disclosure of your personal information to prospective employers.

Wecruit Pte Ltd

EA License No: 20C0270

EA Personnel: Nyon Hock Sen (Aden)

EA Personnel Reg No: R24124070

The Managed Services Cross Technology Engineer (L3/L4) – Network / Security is an advanced, architect-level role across multiple technology domains (Cloud, Security, Networking, Applications, Collaboration). The primary objective is to design, implement, and maintain an enterprise network defensive architecture to protect data and infrastructure from sophisticated threats. This role acts as the highest-tier escalation point (4th-line support) to resolve complex operational incidents, ensure contracted client outcomes, and meet Service Level Agreements (SLAs).

Key Responsibilities

1. Strategy & Architecture

• Security Roadmap: Define, architect, and champion the overall network security posture across on-premise, cloud, and hybrid environments (including Zero Trust and SASE models).

• Infrastructure Design: Deploy and manage core components like Next-Gen Firewalls (NGFW), IDS/IPS, WAF, Load Balancers, VPNs, and Network Access Control (NAC) systems.

• Cloud & Segmentation: Design secure cloud networking patterns (e.g., AWS VPCs, Azure VNets) and enforce micro-segmentation.

• Policy & Governance: Establish and enforce comprehensive network security policies, standards, and baselines.

2. Incident Management & Operations

• L4 Escalation Support: Act as the final technical tier for complex incidents that lower-level teams (L1–L3) cannot resolve, performing deep root-cause analysis.

• Ticket & SLA Ownership: Systematically troubleshoot, log, track, and update tickets with resolution details within agreed timelines.

• Proactive Monitoring: Diagnose and investigate potential system issues and errors before or when they occur to minimize client impact.

• Emergency & Change Management: Serve as an emergency contact for critical, business-impacting outages and oversee strict change management protocols.

3. Optimization, Projects & Mentorship

• Automation: Collaborate with automation teams to script and automate routine operational tasks for effort optimization.

• Knowledge Sharing & Mentorship: Create high-quality technical documentation (HLD/LLD) and coach/push knowledge down to junior engineering teams.

• Disaster Recovery: Develop, implement, and test network security components within Disaster Recovery (DR) and Business Continuity plans.

• Project Delivery: Manage, implement, and execute technical projects according to client timelines.

• Quality Audits: Perform process and service experience quality audits.

Key Competencies & Attributes

• Strong client-centric focus with a passion for exceeding expectations under pressurized environments.

• Excellent change management, active listening, and cross-cultural communication skills.

• Ability to plan effectively amid changing circumstances and work extended hours when necessary.

Technical Skills & Certifications

• Education: Bachelor’s degree in IT/Computing or equivalent work experience.

• Preferred Certifications: CCIE, CCNP Security, CISSP, PCNSE, or vendor-specific firewalls (Fortinet, Check Point, Cisco).

• Core Technology Stack Required:

  • Firewalls/Security: Cisco ISE, Fortinet (FortiGate, FortiManager), Check Point, CyberArk.

  • Application Delivery/Vulnerability: F5 (LTM, WAF), RSA, Tenable, Trend Micro.

  • Monitoring & Tooling: Solarwinds, Splunk Enterprise, OPSWAT.

  • Network Diagnostics & Automation: Advanced packet analysis (Wireshark/tcpdump) and basic automation scripting (Python/Ansible).

Responsibilities:

• Maintenance of IT peripherals including backup & recovery
• Set-up, installation, re-installation or migration of IT peripherals
• Relocation of IT peripherals within premises
• Provide onsite support at client's premise, remote support by phone & email, and standby support if necessary/activated. Handling clients/end-users IT related requests
• Troubleshoot hardware & software issues
• Users profile administration
• Interface with other maintenance vendors (eg. HP, Microsoft, etc) for problem reporting. Place service call and follow up until the problem has been resolved.
• Installation and configuration of software according to customer standard

Requirements:

• Minimum ITE / Diploma in IT or equivalent
• At least 1 year of working experience in IT field
• End-user support experience is preferred
• Basic networking support & supporting in OS platform
• Have Customer Service Skills/ Good Communication Skills/ Team Player/ Take Initiative
• Able to work under pressure and in a fast-paced environment

Others

• 5-days work week / w CPF / w Leave Entitlement
• Duration: Renewal contract with benefit (AL, MC, Medical claim) & Perm Role offer

Key Responsibilities

• Develop data-driven energy disaggregation models to estimate machine-, process-, and batch-level energy consumption from aggregated or limited metering data.
• Design and implement energy monitoring, analytics and benchmarking algorithms for energy performance tracking, anomaly detection, and causal analytics related to energy-saving of industrial equipment and manufacturing processes.
• Conduct experiments, model validation, and performance evaluation using industrial datasets.
• Work closely with project partners, engineers, and researchers to translate research outcomes into deployable industrial solutions.

Requirements

• Bachelor’s or Master’s degree in Electrical Engineering, Mechanical Engineering, Computer Science, Data Science, Industrial Engineering, or a related field.
• Strong programming skills in Python, with experience in data analytics, machine learning, and time-series processing.
• Knowledge of energy systems, power consumption analysis, industrial equipment, or manufacturing processes.
• Experience with machine learning techniques for regression, classification, anomaly detection, forecasting, or signal disaggregation.
• Ability to process and analyze large-scale time-series datasets.
• Good problem-solving skills and ability to work independently in applied research and development projects.
• Good written and verbal communication skills.

Preferred Qualifications

• Experience in non-intrusive load monitoring, energy disaggregation, virtual sensing, or industrial energy analytics.
• Experience with deep learning frameworks such as PyTorch or TensorFlow.
• Experience with causal analytics.
• Knowledge of manufacturing systems, additive manufacturing, CNC, heat treatment, pumps, compressors, motors, or other industrial equipment.
• Prior experience in applied R&D projects with industry partners is an advantage.

The above eligibility criteria are not exhaustive. A*STAR may include additional selection criteria based on its prevailing recruitment policies. These policies may be amended from time to time without notice. We regret that only shortlisted candidates will be notified.

Job Objectives

Design and deliver scalable real-time data and machine learning solutions by building robust ingestion and transformation frameworks across Hadoop ecosystems. Enable end-to-end ML model operationalization and performance optimization, while supporting multi-modal data processing and development of engineering tools and applications.

Key Responsibilities

• Design and develop highly scalable, Real time systems using Hadoop ecosystem components(Iceberg, Spark, Ozone, Trino, Hive, Ranger, Kafka, Flink and Nifi)
• Build robust data ingestion and transformation frameworks using Java, Spark, Python, and shell scripting for ingesting multi model data(image, audio, video, unstructured documents) with both batch and real-time.
• Develop full‑stack applications and internal engineering tools using Python, shell scripting, and modern web frameworks (e.g., Flask, React).
• Collaborate closely with data scientists to operationalize machine learning models using Cloudera Machine Learning (CML).
• Perform performance tuning and optimization of data applications on Hadoop to ensure optimal resource utilization.

Skillset

• Experience working with ML platforms such as CML, Spark MLlib, and Python ML libraries (scikit‑learn, XGBoost), including model deployment.
• Bachelor’s or Master’s degree in Computer Science, Engineering, Information Technology, or a related field.
• Minimum of 6+ years of professional experience
• Design and develop highly scalable, Real time systems using Hadoop ecosystem components(Iceberg, Spark, Ozone, Trino, Hive, Ranger, Kafka, Flink and Nifi)
• Build robust data ingestion and transformation frameworks using Java, Spark, Python, and shell scripting for ingesting multi model data(image, audio, video, unstructured documents) with both batch and real-time.
• Develop full‑stack applications and internal engineering tools using Python, shell scripting, and modern web frameworks (e.g., Flask, React).
• Collaborate closely with data scientists to operationalize machine learning models using Cloudera Machine Learning (CML).
• Perform performance tuning and optimization of data applications on Hadoop to ensure optimal resource utilization.

Key Skills:

Experience with Python, Java, Scala, or C++

ML Frameworks & Libraries – XGBoost, Scikit‑learn, Tensor Flow/keras, Hugging face (NLP/NLQ/Gen AI use cases)

Full-Stack Development

Performance Optimization

Data Engineering & Ingestion Frameworks

Collaboration with Data Science Teams

Basic information:

• Monday to Friday, Office Hours

• Basic Salary: $3,800

• Location: Commonwealth

• Career Progression & Benefits

Job Description:

- Perform engineering duties such as design, engineering calculations, planning, tender preparation/evaluations as part of the engineering project team

- QA/QC documentation of engineering deliverables

- Liaison with clients, project managers, architects, contractors

- Assist in resolving any technical problems faced during project design and/or construction stages

- Any other required duties as required by the Project Team.

For interested candidates, please submit your updated resume by using the APPLY NOW BUTTON

By submitting your personal data and/or resume to us in connection with your job application, you will be deemed to have agreed and consented to us in collecting, using, retaining, and disclosing your personal data and/or resume to prospective employers for the purpose of the evaluating, processing and administration by company relating to this job application.

We regret to inform that only shortlisted candidates would be notified
We wish you all the best in your career search.

Zen Career Pte Ltd | EA License No: 24C2559
Charlotte Lim (Limanqi) | EA Personnel No: R23113764

We're building a MAS-regulated marketplace and clearing house, and we want you to grow with us.

Our Site Reliability Engineering team operates mission-critical platforms that power real-time trading and clearing services. We're looking for a hungry, hands-on engineer who's solid on the fundamentals and ready to level up fast in a high-stakes, high-support environment. You don't need to have done it all — you need to be the kind of person who figures things out, automates the boring stuff, and cares deeply about reliability.