Qureos Mentor

Qode

Job: Contract Data/ML Engineer — Scoring Reliability & Candidate Archetypes - ASAP
 Job Type: Part-time (for a 100-hour project)Job Presence: Remote (optional for Onsite and Hybrid in Vietnam)Candidate Location: Vietnam, IndiaJoining Date: ASAP as we're hiring this role urgently
 Summary
 Own the end-to-end implementation of two analytics features in Qode’s multi-agent assessment stack: (1) bootstrap confidence intervals (CIs) for per-question scores to communicate stability/disagreement across evaluators, and (2) candidate archetype discovery via clustering to surface talent patterns beyond raw scores. You’ll ship data plumbing, models, integrations, and lightweight reporting.
 What you’ll do
 <ul>
<li>Data foundations: ensure per-candidate, per-question, per-agent criterion scores are structured and queryable; add/modify tables and JSON schemas as needed.</li>
<li>Bootstrap CIs: implement agent-level resampling, compute CI-90/CI-95, derive stability labels (high/medium/low), and persist alongside normalized scores; batch backfill existing records.</li>
<li>Archetypes: build standardized candidate feature vectors (per-question and/or per-criterion), run clustering (K-means/GMM/hierarchical), evaluate (e.g., silhouette), and generate human-readable labels from centroids and summaries.</li>
<li>Integrations: expose CI fields and cluster IDs/labels via API and internal dashboards; add basic charts/UX to surface stability and “candidate type.”</li>
<li>Reliability & performance: write unit/integration tests, guardrails (min N agents), and ensure pipeline runtime stays within agreed budgets.</li>
<li>Docs & handoff: clear README/runbooks covering data contracts, thresholds, and ops.</li>
</ul>
Must-have skills and qualifications
 <ul>
<li>3-5 years of experience in a relevant role</li>
<li>Python (pandas, NumPy, scikit-learn), SQL, DB migrations (e.g., Postgres).</li>
<li>Statistical resampling (bootstrap), clustering, model selection/validation.</li>
<li>Data engineering for batch jobs/backfills; API integration.</li>
<li>Pragmatic product sense for labeling clusters and communicating uncertainty.</li>
</ul>
Nice-to-haves
 <ul>
<li>Airflow/dbt/Prefect; Grafana/Metabase; experience with multi-agent/LLM evaluation pipelines; cloud (GCP/AWS/Azure); Docker/Kubernetes.</li>
</ul>
Deliverables & acceptance criteria
 <ul>
<li>CI service/module + persisted mean, ci_low, ci_high, stability_label for 100% of scored candidate-question rows with ≥N agents; reproducible backfill completed.</li>
<li>Clustering job that assigns cluster_id and cluster_label to each candidate; labels documented with centroid profiles and example candidates.</li>
<li>API fields and minimal dashboard tiles (score±CI, stability badge; “Candidate Type” with top strengths/weaknesses).</li>
<li>Tests (unit + E2E), monitoring hooks, and runbooks.</li>
</ul>

Contract Data/ML Engineer-Scoring Reliability & Candidate Archetypes (Part-time)

JD: - Role: Backend DeveloperExperience- 8 YearsLocation- Onsite Dubai
 Skills: Java, Data structures, Algorithms, Microservices, java collection, Generics Springboot, System architecture, Kafka, Kubernetes, LambdaWe are looking for a highly experienced and technically strong Senior Java Developer who brings a unique blend of architectural thinking and hands-on coding expertise. This role is ideal for candidates who are passionate about high-performance backend systems, microservices architecture, and writing clean, optimized code using modern Java, Spring Boot, and associated cloud-native technologies.As a key individual contributor, you will be responsible for end-to-end technical ownership — from architecture and design decisions to core backend development and performance optimization in large-scale distributed systems.
 
Key Responsibilities: 
Design, develop, and maintain highly scalable and robust Java-based microservices using Spring Boot.Take full ownership of system architecture, design patterns, and end-to-end design decisions.Write high-performance code applying advanced data structures and algorithms for real-world large data challenges.Design and implement caching strategies and low-latency data pipelines using Redis.Develop and deploy containerized services using Docker and orchestrate them via Kubernetes.Lead the technical direction on projects including system design, database schema design, and performance tuning.Collaborate with product teams and other engineers to convert product requirements into scalable, production-ready solutions.Conduct thorough code reviews, enforce best coding practices, and mentor junior developers where applicable (without people management responsibilities).
 
Required Skills: 
Strong core Java (8/11/17) development experience with advanced knowledge of the JVM.In-depth understanding of data structures and algorithms and their application in backend development.Expertise in Spring Boot, Spring Cloud, and building production-grade microservices.Practical experience in system architecture, design patterns (Factory, Singleton, Observer, etc.), and architectural principles (SOLID, DDD).Hands-on experience with Redis for caching and performance optimization.Proficiency in Docker and deploying applications on Kubernetes clusters.Strong database skills: experience with both SQL (PostgreSQL/MySQL) and familiarity with NoSQL solutions.Exposure to distributed systems, message brokers (Kafka/RabbitMQ), and event-driven architecture.Experience working in high-throughput, low-latency environments with a focus on performance tuning.Proven ability to work independently in a fast-paced environment and take technical ownership of features and modules.
 
Preferred/Good to Have: 
Experience with cloud platforms (AWS, GCP, or Azure).Exposure to observability tools (Prometheus, Grafana, ELK Stack).Familiarity with CI/CD pipelines and DevOps best practices.Exposure to load testing and system resilience strategies (rate limiting, circuit breakers).

Backend Developer

Job Level: ManagerDepartment: GIT Business SolutionsLocation: Bangalore,IndiaMode - HybridReports to: Manager, GIT Business SolutionsBudget – Market Standard
 Job SummaryThe Solution Architect – Supply Chain will lead the design and delivery of integratedSAP and non-SAP solutions supporting global procurement, planning, inventory, andquality management processes. This role will be responsible for architecting scalableand efficient solutions in a highly customized SAP ECC AFS environment. The positiondemands hands-on expertise in core supply chain processes, strong understanding ofMRP and planning logic, experience with cloud-based planning tools such as SAP IBP,and the ability to guide technical teams to deliver tailored automation solutions. TheSolution Architect will also manage and mentor a Solution Engineer (Supply Chain) andcollaborate with stakeholders across business and IT functions.
 Key Responsibilities Support global SAP supply chain solution implementations across end-to-end procurement, planning, and inventory processes Collaborate with business stakeholders to gather and analyze requirements that add measurable business value Conduct fit-gap analysis and architect functional and technical solutions that promote global standards, integration, and automation Prepare and maintain detailed solution design documentation and functional specifications Configure and support SAP modules including MM, QM, PP, and IM; design custom solutions for procurement, subcontracting, inter-company transactions,and production planning Architect automated solutions involving ABAP enhancements, user exits, custom reports, movement types, and forms Manage inbound goods planning, procurement-related master data, vendor portal integration, and lifecycle management Lead the implementation and support of MRP, demand/supply planning logic, and custom reporting Integrate SAP ECC with SAP IBP and other cloud-based or external planning tools Monitor batch jobs, interfaces, process chains, and ensure system stability across planning and inventory functions Lead system testing cycles and user acceptance testing; oversee smooth deployment of solution changes into production Work with supply chain stakeholders to plan road map for 6-12 months and planresources accordingly Guide and mentor the Solution Engineer – Supply Chain on daily tasks,architecture alignment, and delivery timelines Respond to service requests efficiently and provide timely communication to stakeholders Collaborate with development teams on solution implementation, ensure alignment to system architecture, scalability, and performance Execute responsibilities in special projects, adhering to timelines, and escalate risks as needed Leverage existing tools and knowledge assets to reduce duplication and accelerate delivery of robust solutions Follow prescribed Solution Manager processes and maintain full documentation lifecycle (CC, FS, TS) Leverage and deploy Generative AI-assisted data analytics and apply logical constructs to custom programming steps to design efficient, scalable businesssolutions with minimal reliance on development resources
 Area of Focus SAP ECC AFS MM, PP, QM, and IM configuration Procurement: master data, PO lifecycle, vendor integration, subcontracting, purchase pricing, vendor portal, work flow approval process Planning: MRP, demand and supply planning, inter-plant procurement, production order planning Quality Management processes and integration with external systems. Integration with SAP IBP demand planning system and other modules of SAP Inventory Management and control, custom movement types, material lifecycle management Custom reporting, automation tools, and interface design Production order planning and integration with material availability ABAP-related debugging, enhancements, and collaboration with developers System monitoring, performance optimization, and batch processing Design, architect and enhance supply chain business processes
 QualificationsEducation Required: Bachelor’s Degree in Engineering, Business Applications, Computer Science, Information Systems, or related field Preferred: MBA or comparable postgraduate qualificationExperience Minimum 3 full lifecycle SAP implementations with solution design ownership At least 8–10 years of experience in SAP Supply Chain functional areas (MM, PP, QM, IM) Experience with procurement planning, subcontracting, inter-company procurement, MRP, and lifecycle management Hands-on experience with SAP IBP or equivalent cloud-based planning tools (preferred) Experience with ABAP debugging and collaboration on custom developments Knowledge of APO, SRM (preferred) Designed and architected solutions to support Procure-to-Pay (P2P) business processes, including integration of SAP systems with internal and externalapplications Proven track record of designing scalable custom solutions in highly customized SAP environments, working in SAP AFS environment would be preferred Strong problem-solving skills, system troubleshooting capabilities, and ability to work across global time zones Excellent written and verbal communication skills Detail-oriented, self-motivated, and results-driven
 Required Competencies(Refer to MGI standard competency framework for core behavioral expectations.)

Solution Architect - Supply Chain

JD: - Role: Frontend DeveloperExperience- 7 YearsLocation- Onsite Dubai
 Required Skills: Vue.Js, Javascript, React js, Next jsExperience Required: 7+ years of hands-on professional experience with modern JavaScript and UI frameworks (Vue.js + React.js)
 Key Responsibilities & Requirements: Proven expertise in JavaScript (ES6+), along with HTML, CSS, and jQueryStrong understanding of object-oriented analysis, software design patterns, and modular designExperience in building responsive, single-page applications (SPA)Hands-on experience with CSS preprocessors such as LESS and SASSFamiliarity with UI libraries like Bootstrap and Vuetify (a plus)Experience developing with Node.js and integrating with frontend frameworksExposure to Docker for developing, running, and delivering applicationsSolid understanding of localization and internationalization in UI developmentFamiliarity with Next JS or NextJS is highly desirableStrong grasp of advanced JavaScript concepts such as event loop, promises, and data bindingDemonstrated ability to build engaging user interfaces with attention to user experience (UX)Self-motivated, independent, and committed to excellence

Frontend Developer

Location: BangaloreExperience Required: 12+ YearsDepartment: Technology / Digital CommerceEmployment Type: Full-TimeAbout the Role
 We are seeking a highly experienced and visionary Engineering Manager / Solution Architectwith a strong background in the eCommerce business domain. The ideal candidate will havedeep expertise in Salesforce Commerce Cloud (SFCC), Commercetools, and OrderManagement Systems (OMS) like Salesforce OMS. They will also be well-versed in moderntechnologies such as React/Next.js frameworks, Java, and middleware platforms like Boomi orMuleSoft. This role demands both technical leadership and team management skills to deliverscalable, secure, and performant eCommerce solutions.
 
Key Responsibilities: 
<ul>
<li>Lead the architecture, design, and implementation of scalable eCommerce platforms andsolutions. Oversee development efforts for storefronts, back-end systems, and middleware integration. Strong hands on experience in SEO, Google Analytics, and related capabilities thatare important for this role. Collaborate closely with Product Management, Business Stakeholders, and Cross-functionalTeams. Provide technical guidance and mentorship to engineering teams. Drive continuous improvement initiatives in architecture, infrastructure, code quality, andteam processes. Define and enforce best practices for secure, scalable, and maintainable eCommercearchitecture. Integrate third-party systems and services through RESTful APIs. Oversee middleware strategy and implementation using Boomi, MuleSoft, or equivalentplatforms. Ensure projects are delivered on time, within scope, and with high quality. Stay current with emerging technologies and evaluate their potential for inclusion in thearchitecture.</li>
</ul>
Required Skills & Experience: 
<ul>
<li>12+ years of overall IT experience, with significant leadership experience. In-depth knowledge of eCommerce platforms: Salesforce Commerce Cloud (SFCC),Commercetools. Expertise in Order Management Systems such as Salesforce OMS. Strong hands-on experience with React, Next.js, and Java. Proven track record in building and consuming RESTful APIs. Solid experience in middleware platforms such as Boomi, MuleSoft. Demonstrated ability to lead diverse engineering teams. Excellent communication skills and ability to collaborate across departments.</li>
</ul>
Preferred Qualifications: 
<ul>
<li>Experience working in a consumer-focused or retail/eCommerce environment. Certification in Salesforce Commerce Cloud or MuleSoft. Experience with cloud platforms (e.g., AWS, Azure, GCP). Background in Agile/Scrum development methodologies.</li>
</ul>

Engineering Manager / Solution Architect

Location – BangaloreExperience – 5-10 yearsWork mode- Onsite, immediateNotice period – 15 days max
 
Your Responsibilities Development and maintenance of embedded software in C/C++ for microcontroller-based systems. Programming and configuration of STM32 microcontrollers (Cortex-M0+, M4, M33). Implementation of device drivers, peripheral interfaces, and communication protocols(UART, SPI, I²C, etc.). Adaptation and optimization of existing product software. Software integration and testing on target hardware. Conducting Unit-Tests and Code Reviews. Driving and contributing to the test strategy. Design and maintenance of the development ecosystem and CI/CD pipelines usingGitLab/Jenkins. Setup, maintenance, and continuous improvement of embedded toolchains (compilers,linkers, debuggers, build systems). Optimization and integration of embedded IDEs (e.g., JetBrains CLion, VS Code) withappropriate plugins. Evaluation and documentation of tools, and creation of development guidelines. Collaboration with cross-functional teams (mechanics, electronics, testing, hardware). Future outlook: Participation in setting up a Linux-based toolchain and trainingcolleagues.
 Your Profile Degree in Computer Science, Electrical Engineering, or equivalent qualification. Strong proficiency in C and C++, preferably in embedded software development. Experience in STM32 microcontroller families (especially Cortex-M0+, M4, M33). Experience with embedded development toolchains, IDEs (CLion, VS Code), and CI/CDsystems. Familiarity with Unit-Test frameworks (e.g., Google Test). Solid understanding of schematics, technical datasheets, and reference manuals. Strong proficiency in Linux OS. Open-minded, structured, independent working style and strong team player. Good communication skills in English (German is a plus).
 Soft Skills Open-minded, willing to learn, and forward-looking attitude. Curious, questioning the status quo, and proactive in sharing ideas. Analytical thinking and structured approach. Team-oriented with a security-focused and test-driven development mindset.
 Motivation & Role ImpactYou will contribute to the core embedded systems framework by implementing thecomplete hardware abstraction layer. Your work will enable application developers toaccess microcontroller features more efficiently and will support a highly modular andreusable software environment across product lines.
 Tech StackProgramming Languages C – hardware-based programming C++11 to C++17 or higher Python (used in toolchain and scripting)
 Microcontrollers & Processors STM32H5 (ARM Cortex-M33, 250 MHz) STM32U5 (ARM Cortex-M33, 160 MHz) STM32F4xx STM32F103 Cortex M0+, M4, M33 (general)
 RTOS Segger embOS (must have) Zephyr RTOS (nice to have for future development)
 IDE, CI/CD & Build Tools JetBrains CLion, VS Code CMake, Make Jenkins Git, GitLab JetBrains IDEs, Upsource Jira Software, XRay
 Debuggers & Tools J-Link Debugger (SEGGER) ST-LINK/V3 Debugger STM32CubeMonitor
 Interfaces & Communication CAN (Controller Area Network) IO-Link Modbus (TCP) EtherCAT / PROFINET / OPC UA I²C, SPI, UART
 Security & Certifications Secure Boot & Secure Firmware Update (SFI/SFU) – STM32H5 supported TrustZone for Cortex-M33 (secure/insecure application separation) AES-256 & SHA-512 Hardware Encryption ISO 61508 / IEC 62443 – Safety & Security Standards

Embedded Software Engineer

Join Qode and explore 7   exciting career opportunities. They're hiring for various roles with options for remote or on-site work. Apply today and become part of their innovative team.

Qode

ABOUT_COMPANY

Contract Data/ML Engineer-Scoring Reliability & Candidate Archetypes (Part-time)

Backend Developer

Solution Architect - Supply Chain

Frontend Developer

Engineering Manager / Solution Architect

Embedded Software Engineer

Backend Developer