Machine Learning Engineer

Job Summary:

We are seeking an experienced Senior Full Stack Microsoft Power Apps Developer to join our dynamic team. The successful candidate will be responsible for designing, developing, and maintaining our applications using the Microsoft Power Platform, with a strong focus on Power Apps and Power BI. This role involves working closely with business stakeholders to understand requirements, provide technical expertise, and deliver innovative solutions that enhance business processes.

Key Responsibilities:

· Design and Development:

· Design, develop, and deploy in our Power Apps environments.

· Integrate Power Apps with other Microsoft products such as Power Automate, Power BI, SharePoint, and Dynamics CRM 365.

· Build new developments in our Power Apps front end to expand our product offering and product roadmap plans.

· Develop custom connectors and integrate third-party APIs and services.

· Technical Skillset:

· Conduct code reviews and ensure best practices are followed in the development process we have established.

· Work on Issues and Tasks within the DevOps portal for open items.

· Collaboration and Communication:

· Collaborate with internal teams to ensure seamless integration and deployment of Power Apps solutions.

Qualifications:

· Education:

· Bachelor’s degree in Computer Science, Information Technology, or a related field. Equivalent experience may be considered.

· Experience:

· Minimum of 5 years of experience in developing applications using Microsoft Power Apps.

· Strong experience in Microsoft Power Platform components

· Experience with SharePoint, Dynamics 365, and Azure services is highly desirable.

· Skills:

· Strong understanding of relational databases and data modeling.

· Excellent problem-solving skills and attention to detail.

· Strong communication and interpersonal skills.

· Certifications:

· Microsoft Power Platform certifications (e.g., Microsoft Certified: Power Platform Developer Associate) are preferred.

HIRING PROCESS:

Once you apply by sharing your CV and filling out the form, we would see if you are a good fit for the role.

If your CV is shortlisted, we would first have a general conversational round to know more about you which would then be followed by video discussion, technical interview round(s) and then an HR discussion.

Responsibilities:

• Data science model review, run the code refactoring and optimization, containerization, deployment, versioning, and monitoring of its quality.
• Design and implement cloud solutions, build MLOps on the cloud (preferably AWS)
• Work with workflow orchestration tools like Kubeflow, Airflow, Argo, or similar tools
• Data science models testing, validation, and test automation.
• Communicate with a team of data scientists, data engineers, and architects, and document the processes.

Eligibility:

• Rich hands-on experience in writing object-oriented code using python
• Min 3 years of MLOps experience (Including model versioning, model and data lineage, monitoring, model hosting and deployment, scalability, orchestration, continuous learning, and Automated pipelines)
• Understanding of Data Structures, Data Systems, and software architecture
• Experience in using MLOps frameworks like Kubeflow, MLFlow, and Airflow Pipelines for building, deploying, and managing multi-step ML workflows based on Docker containers and Kubernetes.
• Exposure to deep learning approaches and modeling frameworks (PyTorch, Tensorflow, Keras, etc. )

We are looking for a Senior PHP Developer, responsible for managing back-end services and the interchange of data between the server and the users. Your primary focus will be the development of all server-side logic, definition and maintenance of the central database, and ensuring high performance and responsiveness to requests from the front-end. You will also be responsible for integrating the front-end elements built by your co-workers into the application. Therefore, a basic understanding of front-end technologies is necessary as well.

Responsibilities

• Integration of user-facing elements developed by front-end developers
• Build efficient, testable, and reusable PHP modules
• Solve complex performance problems and architectural challenges
• Integration of data storage solutions (may include databases, key-value stores, blob stores, etc.)

Skills :

• Strong knowledge of PHP web frameworks {uch as Laravel, Magento, Joomla and Drupal}
• Understanding the fully synchronous behavior of PHP
• Understanding of MVC design patterns
• Basic understanding of front-end technologies, such as JavaScript, HTML5, and CSS3
• Knowledge of object-oriented PHP programming
• Understanding accessibility and security compliance {Depending on the specific project}
• Strong knowledge of the common PHP or web server exploits and their solutions
• Understanding fundamental design principles behind a scalable application
• User authentication and authorization between multiple systems, servers, and environments
• Integration of multiple data sources and databases into one system
• Familiarity with limitations of PHP as a platform and its workarounds
• Creating database schemas that represent and support business processes

Job Description:

At Helios Tech Labs we are looking for a Full Stack Developer with <2 - 5 yr Exp> to build and maintain functional websites and applications with highly skilled computer programmer who is comfortable with both front and back end programming.

To be successful in this role, you should have extensive experience building web-apps from scratch and in-depth knowledge of at least one of the following programming languages:

• JavaScript
• Java
• HTML
• CSS
• React
• Angular
• Objective C
• Scala
• Python
• C#
• C++
• PHP
• Perl
• Node JS
• Ruby (RoR)
  
  

Responsibilities:

• Identify user and system requirements for new websites and applications
• Designing user interactions on web pages.
• Developing back-end website applications.
• Creating servers and databases for functionality.
• Ensuring cross-platform optimization for mobile phones.
• Ensuring responsiveness of applications.
• Seeing through a project from conception to finished product.
• Meeting both technical and consumer needs.
• Staying abreast of developments in web applications and programming languages.
• Prioritize software development projects, set timelines, and assign tasks to team members.
• Write or review code for various applications.
• Run functionality testings and debug code.
• Oversee junior web developers and evaluate their performance.
• Liaise with designers to decide on UI/UX elements (like graphics and navigation buttons).

• Manage SQL Server databases 
• Configure and maintain database servers and processes
• Monitor system's health and performance
• Ensure high levels of performance, availability, sustainability and security
• Analyze, solve, and correct issues in real time
• Provide suggestions for solutions
• Refine and automate regular processes, track issues, and document changes
• Assist developers with query tuning and schema refinement
• Provide 24x7 support for critical production systems

Skills

Your Responsibilities:

• Own the backend stack – Node.Js based, that powers our product
• Collaborate with Backend Developers (Python), Front-end developers, DevOps, and Data Scientists to design and implement new features
• Build and maintain several REST’ful Services/Endpoints which will be used both internally and externally in a Macroservices/Distributed services environment.
• Deploy and monitor the Services/Endpoints ensuring availability and scalability(ability to handle 100X traffic)
• Work on full project lifecycle starting from requirements gathering/understanding the problem to deploying and maintaining the project.

Skills that you bring Along:

• A minimum 8+ years of extensive work experience with Node.Js and related frameworks – particularly Express.Js.
• Extensive experience in designing and maintaining REST’ful API endpoints
• Extensive experience with databases such as Postgres and Mongo.
• Extensive experience in Cloud Infrastructure (AWS based) – e.g. AWS API Gateway, Lambda Functions etc.
• Experience with cache like Redis and/or Memory cache
• Good experience in Microservices/Macroservices or Event driven Architectures
• Good experience with design patterns
• Experience in writing advanced SQL-queries, good knowledge of PL/SQL
• Good understanding of Software Design Principles and domain-driven design
• Good experience with Continuous Delivery and Containerization(Docker)
• Ideally maintaining infrastructure-as-code using Terraform
• Excellent communication skills and the ability to explain complex topics in a simple manner