
Hybrid work mode
(Azure) EDW Experience working in loading Star schema data warehouses using framework
architectures including experience loading type 2 dimensions. Ingesting data from various
sources (Structured and Semi Structured), hands on experience ingesting via APIs to lakehouse architectures.
Key Skills: Azure Databricks, Azure Data Factory, Azure Datalake Gen 2 Storage, SQL (expert),
Python (intermediate), Azure Cloud Services knowledge, data analysis (SQL), data warehousing,documentation – BRD, FRD, user story creation.

About Cymetrix Software
About
Cymetrix is a global CRM and Data Analytics consulting company. It has expertise across industries such as manufacturing, retail, BFSI, NPS, Pharma, and Healthcare. It has successfully implemented CRM and related business process integrations for more than 50+ clients.
Catalyzing Tangible Growth: Our pivotal role involves facilitating and driving actual growth for clients. We're committed to becoming a catalyst for dynamic transformation within the business landscape.
Niche focus, limitless growth: Cymetrix specializes in CRM, Data, and AI-powered technologies, offering tailored solutions and profound insights. This focused approach paves the way for exponential growth opportunities for clients.
A Digital Transformation Partner: Cymetrix aims to deliver the necessary support, expertise, and solutions that drive businesses to innovate with unwavering assurance. Our commitment fosters a culture of continuous improvement and growth, ensuring your innovation journey is successful.
The Cymetrix Software team is under the leadership of agile, entrepreneurial, and veteran technology experts who are devoted to augmenting the value of the solutions they are delivering.
Our certified team of 150+ consultants excels in Salesforce products. We have experience in designing and developing products and IPs on the Salesforce platform enables us to design industry-specific, customized solutions, with intuitive user interfaces.
Candid answers by the company
Cymetrix is a global CRM and Data Analytics consulting company. It has expertise across industries such as manufacturing, retail, BFSI, NPS, Pharma, and Healthcare. It has successfully implemented CRM and related business process integrations for more than 50+ clients.
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Full-Stack Machine Learning Engineer
Role: Full-Time, Long-Term Required: Python Preferred: C++
OVERVIEW
We are seeking a versatile ML engineer to join as a core member of our technical team. This is a long-term position for someone who wants to build sophisticated production systems and grow with a small, focused team. You will work across the entire stack—from data ingestion and feature engineering through model training, validation, and deployment.
The ideal candidate combines strong software engineering fundamentals with deep ML expertise, particularly in time series forecasting and quantitative applications. You should be comfortable operating independently, making architectural decisions, and owning systems end-to-end.
CORE TECHNICAL REQUIREMENTS
Python (Required): Professional-level proficiency writing clean, production-grade code—not just notebooks. Deep understanding of NumPy, Pandas, and their performance characteristics. You know when to use vectorized operations, understand memory management for large datasets, and can profile and optimize bottlenecks. Experience with async programming and multiprocessing is valuable.
Machine Learning (Required): Hands-on experience building and deploying ML systems in production. This goes beyond training models—you understand the full lifecycle: data validation, feature engineering, model selection, hyperparameter optimization, validation strategies, monitoring, and maintenance.
Specific experience we value: gradient boosting frameworks (LightGBM, XGBoost, CatBoost), time series forecasting, probabilistic prediction and uncertainty quantification, feature selection and dimensionality reduction, cross-validation strategies for non-IID data, model calibration.
You should understand overfitting deeply—not just as a concept but as something you actively defend against through proper validation, regularization, and architectural choices.
Data Pipelines (Required): Design and implement robust pipelines handling real-world messiness: missing data, late arrivals, schema changes, upstream failures. You understand idempotency, exactly-once semantics, and backfill strategies. Experience with workflow orchestration (Airflow, Prefect, Dagster) expected. Comfortable with ETL/ELT patterns, incremental vs full recomputation, data quality monitoring, database design and query optimization (PostgreSQL preferred), time series data at scale.
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HIGHLY DESIRABLE: MULTI-AGENT ORCHESTRATION
We are building systems leveraging LLM-based automation. Experience with multi-agent frameworks highly desirable: LangChain, LangGraph, or similar agent frameworks; designing reliable AI pipelines with error handling and fallbacks; prompt engineering and output parsing; managing context and state across agent interactions. You do not need to be an expert, but genuine interest and hands-on experience will set you apart.
DOMAIN EXPERIENCE: FINANCIAL DATA AND CRYPTO
Preference for candidates with experience in quantitative finance, algorithmic trading, or fintech; cryptocurrency markets and their unique characteristics; financial time series data and forecasting systems; market microstructure, volatility, and regime dynamics. This helps you understand why reproducibility is non-negotiable, why validation must account for temporal structure, and why production reliability cannot be an afterthought.
ENGINEERING STANDARDS
Code Quality: Readable, maintainable code others can modify. Proper version control (meaningful commits, branches, code review). Testing where appropriate. Documentation: docstrings, READMEs, decision records.
Production Mindset: Think about failure modes before they happen. Build in observability: logging, metrics, alerting. Design for reproducibility—same inputs produce same outputs.
Systems Thinking: Consider component interactions, not just isolated behavior. Understand tradeoffs: speed vs accuracy, flexibility vs simplicity. Zoom between architecture and implementation.
WHAT WE ARE LOOKING FOR
Self-Direction: Given a problem and context, you break it down, identify the path forward, and execute. You ask questions when genuinely blocked, not when you could find the answer yourself.
Long-Term Orientation: You think in years, not months. You make decisions considering future maintainability.
Intellectual Honesty: You acknowledge uncertainty and distinguish between what you know versus guess. When something fails, you dig into why.
Communication: You explain complex concepts clearly and document your reasoning.
EDUCATION
University degree in a quantitative/technical field preferred: Computer Science, Mathematics, Statistics, Physics, Engineering. Equivalent demonstrated expertise through work also considered.
TO APPLY
Include: (1) CV/resume, (2) Brief description of a production ML system you built, (3) Links to relevant work if available, (4) Availability and timezone.
Entrepreneurial Mindset
OpenSource Contribution
Solution/Problem Solving
StartUp
We are a Business Process Management Solutions & Services Company based out of Bangalore, looking
for dynamic and self-motivated Developer, to help grow our business by building products that pushes
technology to new heights. Candidates should possess a sense of ownership and pride in his/her
performance and its impact on the company’s success.
Deliverables
• Understand requirement through discussions with Business Analyst / Product owner/ Client, or by
studying / analyzing the Functional Specification Document (FSD), and convert the requirements in
to technical implementations using technical documentation and unit test cases
Writing code (server side and client side) with Node JS, React JS and experience with any database
like MSSQL/My SQL/Pg SQL/Oracle/Mongo DB
• Code technical implementations based on approved technical designs
• Should have capacity to take control of entire project.
• Design database.
• Prepare technical documents, architecture, design etc.
Core Competencies
• A sense of ownership and pride in his/her performance and its impact on the company’s success
• Understanding of Software Development Life Cycle and Agile methodologies.
• Technical Skills to work with Reactjs, Redux, Nodejs, Javascript & any RDBMS.
• Expertise in Git, SVN.
• Knowledge about ORM.
• Should have sound knowledge of React JS and Node JS.
• Writing clean, readable, and easily maintainable code.
• Good oral and written communication skills.
• Other required soft skills to work in a team.
• Support team mates and enhance their capabilities.
Qualification
• Any bachelor degree
• 5+ years of relevant experience
Other Details
• 5 days working – Monday to Friday
• Office Time – 9 30am to 6 30pm
• Work Mode – Work from office
• Preferably looking for immediate joiners
Job description
The ideal candidate must have extensive development experience of microservices using Java Spring Boot. In addition, they should know the installation, configuration, platform operations, and troubleshooting of API products. Besides, they should also have experience in API design, BaaS, Advanced proxies, Analytics, Developer Portal, and creating RESTful API patterns.
Responsibility
Develop and design RESTful microservices and APIs
Be involved in the development life cycle and would be doing definition and feasibility analysis
Apply latest software design techniques and contribute to the technical design of new solutions
Troubleshoot issues and solve problems where needed
Write object-oriented and maintainable code
Deliver quality results on time with minimal supervision
Work with multiple stakeholders involved in the project
Deliver APIs with standard documentation as per Open API standards
Skillset
Bachelor’s/Master’s degree in computer science, information technology, or engineering
At least 3-5+ years of experience in developing APIs and microservices using Spring Boot
Expertise in Java
Hands-on Experience in OOPS concepts, Spring Boot, Spring 3.x, Spring Dependency Injection (IOC, MVC, JDBC, JMS, etc.), and hibernate or any other ORMs
Hands-on experience in web services-RESTful
Knowledge of Restful API design patterns
Working knowledge in Databases (SQL Server, Oracle) and SQL
Hands-on experience in NGINX (Webserver and Reverse proxy)
Hands-on experience in setting up MTLS between microservices
Hands-on experience in docker implementation
Hands-on experience in consuming SOAP services from microservices
Hands-on experience in application servers like Tomcat and WebLogic
Hands-on experience in any of Java IDE (Eclipse, IntelliJ)
Hands-on experience in dependency and build management tools preferably Maven
Familiarity with code versioning tools, like Git, SVN, and Mercurial
Familiarity with APIGEE API gateway
Familiarity with Node.js
Onsite - Bahrain
We are looking for an experienced Android developer for the development and maintenance of an Android app aimed at drone pilots to execute drone flights. The application will have to be intuitive, robust and work offline.
You will be working along-side other mobile and web developers to develop a full-stack drone flight solution that enables drone service providers, pilots, and enterprises to execute fast, accurate, and seamless drone missions. You will work with cross functional product development team and will be responsible to design and build drone applications.
Qualification:
- Tech/M.tech/BCA/MCA Degree in computer Science/IT/Electronics.
Duties & Responsibilities:
- Design, build and maintain efficient, reusable, and reliable android code.
- Collaborate with cross-functional teams to define, design, and ship new features
- Work on bug fixing and improving application performance
- Continuously discover, evaluate, and implement new technologies to maximize development efficiency
Skills:
- Hands-on experience in developing Android apps
- Experience with offline storage, threading and performing benchmarking and tuning.
- Well versed with the latest android jetpack libraries (AndroidX, ViewModels etc)
- Understanding of Android design principles and interface guidelines
- Strong knowledge of Android SDK, different versions of Android, and how to deal with different screen sizes.
- Proficient understanding of code versioning tools like Git
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Soft Skills:
- Understanding of database structure, algorithms, and processes
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- Knowledge of non-functional aspects of the app/product such as security, automation, testing, performance, optimization
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• Worked with very complex workflows, asynchronous tasks, user tasks, event listeners and Business Central deployments and APIs
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• Good knowledge on CI/CD, DevOps, Scrum practices
• Ability to adapt and work in an agile fast paced environment
• Collaborates with multiple teams of developers/BA’s/Designers to implement project specifications, providing workflow support and technical guidance to less experienced team members
• Very good analytical, problem solving ability, verbal and written communication skills & expertise in client demos
Create decoupled, interactive web UIs using JavaScript (Angular, jQuery)
Aid in the development and ongoing maintenance of our DevOps platform (Ansible)
Provide technical advice and recommendations for language and software choices.
Develop code that is cross-browser and cross-platform friendly
Collaborate with project stakeholders to ensure all requirements are met
Evaluate technologies and manage technical planning
Support and ongoing development for existing projects
Provide clean code and proper documentation for each project
Fix bugs and resolve ongoing issues
Strong writing and speaking skills (English)
Technical Requirements:
3 to 7 years of experience developing and deploying web sites and applications
Experienced with Flask / Pyramid / Falcon
Experience with Agile / SCRUM practices
Experience setting up and managing servers.
Experience hand-coding HTML and CSS
Experience with JavaScript development
Some experience with DevOps practices and platforms ( AWS )
e-commerce integration and custom development
Custom web-based application development experience (startup experience is a bonus)
Comfortable collaborating with designers, front-end developers, and other team members
Object-oriented design and development strategies
Web services / ReST API design is Key
Understanding of Microservices is a bonus
Roles & Responsibilities:
- Create and design various materials for print and digital collateral
- Ensure projects are completed with high quality and on schedule
- Establish creative direction for the company as well as brand guidelines
- Prioritize and manage multiple projects within design specifications and budget restrictions
- Perform retouching and manipulation of images
- Work with a wide range of media and use graphic design and video editing software
Scope:
|
Research |
Competitor Research |
|
Trends - Voice SEO, Design Aesthetics |
|
|
Tools |
|
|
Website |
Website Design - UI/UX |
|
Website Content Creation - Creatives |
|
|
Social Media |
Existing Brand - Analysis / Audit |
|
Content Creation - Creatives |
|
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Content Creation - Videos Editing + Repurposing + Gifs + Animation |
|
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Optimizations |
Client Feedback - Creatives Pipeline |
|
Email Marketing |
Content Creation - Creatives, Videos, Gifs |
|
Performance Marketing |
Existing Brand - Creatives Analysis / Audit |
|
Content Creation - Creatives |
|
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Content Creation - Videos Editing + Repurposing + Gifs + Animation |
|
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Branding |
Branding Collaterals - Create |
|
Upskilling |
Complete Courses |
|
Create Concise Course Notes |
|
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Create SOPs |
|
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Reporting |
Daily, Weekly, Monthly MIS Report |
Job Description
Job Description
- Plan and execute end to end testing efforts of highly complex features
- Ensure unit testing, code reviews, functional testing, integration testing, etc. are implemented and completed for functionality, performance, scalability, and security
- Drive automation initiatives that reduce time spent on QA processes.
- Employ mistake-proofing, continuous automation, and continuous improvement; continually drive improved disciplines, processes, and tools.
- Ensure adherence to standards and best practices.
- Analyse and Test smart contracts
- Own writing, maintaining, and executing of Test Strategy, Test Plan and manual Test cases
- Driving quality of our products to the next level
- Work with the development team and Product team to understand any gaps in requirements or identifying areas for improvement
- Constantly report stakeholders on product quality and reliability
- Identify all the levels of testing for the new features being developed
- Perform Root Cause Defect Analysis
- Automated smart contract testing on Javascript, rust, Solidity
Required qualifications
5+ Experience in Automation and Manual Testing, Test Driven or Behaviour Driven testing, Knowledge on Blockchain and Distributed Systems, Strong Sense of Responsibility, Self-driven and able to work independently with little direction.
Tech Stack
Selenium, Jmeter, Postman, git, linux, bash, ability to work with Docker.









