District Sales Manager

Role : AIML Engineer

Location : Madurai

Experience : 5 to 10 Yrs

Mandatory Skills : AIML, Python, SQL, ML Models, PyTorch, Pandas, Docker, AWS

Language: Python

DBs : SQL

Core Libraries:

Time Series & Forecasting: pmdarima, statsmodels, Prophet, GluonTS, NeuralProphet

SOTA ML : ML Models, Boosting & Ensemble models etc.

Explainability : Shap / Lime

Required skills:

• Deep Learning: PyTorch, PyTorch Forecasting,
• Data Processing: Pandas, NumPy, Polars (optional), PySpark
• Hyperparameter Tuning: Optuna, Amazon SageMaker Automatic Model Tuning
• Deployment & MLOps: Batch & Realtime with API endpoints, MLFlow
• Serving: TorchServe, Sagemaker endpoints / batch
• Containerization: Docker
• Orchestration & Pipelines: AWS Step Functions, AWS SageMaker Pipelines

AWS Services:

• SageMaker (Training, Inference, Tuning)
• S3 (Data Storage)
• CloudWatch (Monitoring)
• Lambda (Trigger-based Inference)
• ECR, ECS or Fargate (Container Hosting)

Skills  - MLOps Pipeline Development | CI/CD (Jenkins) | Automation Scripting | Model Deployment & Monitoring | ML Lifecycle Management | Version Control & Governance | Docker & Kubernetes | Performance Optimization | Troubleshooting | Security & Compliance

Responsibilities:

1. Design, develop, and implement MLOps pipelines for the continuous deployment and

integration of machine learning models

2. Collaborate with data scientists and engineers to understand model requirements and

optimize deployment processes

3. Automate the training, testing and deployment processes for machine learning models

4. Continuously monitor and maintain models in production, ensuring optimal

performance, accuracy and reliability

5. Implement best practices for version control, model reproducibility and governance

6. Optimize machine learning pipelines for scalability, efficiency and cost-effectiveness

7. Troubleshoot and resolve issues related to model deployment and performance

8. Ensure compliance with security and data privacy standards in all MLOps activities

9. Keep up to date with the latest MLOps tools, technologies and trends

10. Provide support and guidance to other team members on MLOps practices

Required skills and experience:

• 3-10 years of experience in MLOps, DevOps or a related field

• Bachelor’s degree in computer science, Data Science or a related field

• Strong understanding of machine learning principles and model lifecycle management

• Experience in Jenkins pipeline development

• Experience in automation scripting

Strong proficiency in at least one major cloud platform - Azure, GCP(Primary) or AWS. Azure + GCP (Secondary) preferred.  Having proficiency in all 3 is a significant plus.

· Design, develop, and maintain cloud-based applications and infrastructure across various cloud platforms.

· Select and configure appropriate cloud services based on specific project requirements and constraints. 

· Implement infrastructure automation with tools like Terraform and Ansible. 

· Write clean, efficient, and well-documented code using various programming languages. (Python (Required), Knowledge of Java, C#, JavaScript is a plus). 

· Implement RESTful APIs and microservices architectures. 

· Utilize DevOps practices for continuous integration and continuous delivery (CI/CD). 

· Design, configure, and manage scalable and secure cloud infrastructure for MLOps. 

· Monitor and optimize cloud resources for performance and cost efficiency. 

· Implement security best practices throughout the development lifecycle. 

· Collaborate with developers, operations, and security teams to ensure seamless integration and successful deployments. 

· Stay up-to-date on the latest cloud technologies, MLOps tools and trends 

· Strong analytical and problem-solving skills.

PHP/Laravel Developer (WordPress)

Company Name: SiGa Systems Pvt. Ltd.

SiGa Systems is the fastest-growing IT software development company, that enables successful technology-based digital transformation initiatives for enterprises, to create a business that is connected, open intelligent, and scalable. We are an offshore Web development company with clients all across the globe. Since our inception in the year 2016, we have provided web and application development services for varied business domains.

Job Description in Brief: We are looking for 2 to 5 years of experience candidates proficient in PHP/ WordPress/Laravel/ CodeIgniter / to develop Websites and web applications in core PHP. The desired candidate would be involved in a full software/ website development life cycle starting from requirement analysis to testing. The candidate should be able to work in a team or should be able to handle projects independently.

Company Address: Office No. 101, Metropole, Near BRT Bus Stop, Dange Chowk, Thergaon, Pune, Maharashtra – 411 033

Company Website: https://sigasystems.com/

Qualification: BE/ B. Tech/ M. Tech/ MCA/ MCS/ MCM

Work Experience: 2 to 5 years

Annual CTC Range: As per company norms & Market Standard

Technical Key skills:

·        Expertise in MVC, PHP Framework (Laravel, CodeIgniter) WCF, Web API, and Entity Framework.

·        Proficient in jQuery, AJAX, Bootstrap,

·        Proficient in HTML5, CSS3, JavaScript, SQL Server, WordPress, MySQL.

·        Hands-on core PHP along with experience in AJAX, jQuery, Bootstrap, APIs

·        Experience with Project Management systems like Jira, Trello, Click, Bug herd, Basecamp, etc.

·        Experience in Shopify is preferred.

·        High proficiency with Git.

·        Experience with RESTful APIs

·        Experience with team handling.

·        Must have good communication skills.

Desired Competencies:

·        Bachelor’s degree in Computer Science or related field.

·        Hands-on experience in Core PHP along with working exposure in HTML, HTML 5, JavaScript, CSS, Ajax, jQuery, bootstrap, and APIs.

·        PHP Scripting with MVC architecture Frameworks like CodeIgniter and Laravel.

·        Knowledge of Linux, Web application development, and Quality software development.

·        Optimizing MySQL Queries and databases to improve the performance.

·        Excellent conceptual, analytical, and programming skills.

·        Knowledge of Object-Oriented Programming (OOPS) concepts with Smarty and AJAX.

·        Should be well versed with OS: Linux/ UNIX, Windows (LAMP and WAMP).

·        Good experience in Relational Database Management Systems, Database design, and Normalization.

·        Preference will be given if you hold working knowledge of Open Source like WordPress, Shopify, and other open-source e-commerce systems.

·        Good communication skills (spoken/written) will be a plus.

·        Must be technically and logically strong.

Industry: IT-Software / Software Services

Functional Area: IT Software – Design & Developer

Role Category: Developer

Role: PHP Developer/Laravel

Employment Type: Permanent Job, Full Time

Roles & Responsibilities:

·        Should be responsible for developing websites and Web Based Applications using Open-Source systems.

·        Monitor, manage, and maintain the server environments where PHP Laravel applications are hosted, ensuring optimal performance, security, and availability.

·        Integrate third-party APIs and services as needed.

·        Strong communication and interpersonal skills, with the ability to work effectively in a collaborative team environment.

·        Actively participate in quality assurance activities including design and code reviews, unit testing, defect fixes, and operational readiness.

·        Diagnose and resolve server-related issues, including those impacting the performance of Laravel applications. This includes debugging server errors, analyzing logs, and identifying root causes of downtime or slow response times.

·        Manage development projects from inception to completion autonomously and independently

·        Provide administrative support, tools, and documentation for specific development projects.

·        Design applications and database structures for performance and scalability.

·        Deliver accurate project requirements and timeline estimates, providing regular feedback and consistently meeting project deadlines.

·        Designing and implementing web-based back-end components that are high-performing and scalable.

·        Participating and improving development processes and tools for other development teams.

·        Playing a lead role in software design, architecture, requirements analysis, investigation of leading-edge technologies, and software development.

·        Contribute with ideas and efforts towards the project and work as part of a team to find solutions to various problems.

If this opportunity feels like the perfect match for you, don’t wait—apply now! Reach out to us via email or WhatsApp using the details below. Let’s connect and create something extraordinary together!

Contact Person Name: HR Riddhi

hr@ sigasystems. com

• 2 to 4 years experience in MERN stack
• Good problem-solving technique
• Knowledge of AWS ecosystem is a plus
• Experience in FinTech is a big plus

•  2 - 6 years of software development experience
•  Good grasp on programming fundamentals including OOP, Design Patterns and Data Structures
•  Excellent analytical, logical and problem-solving skills
• Software Development Engineer
• Good understanding of complexities involved in designing/developing large scale systems
• Strong system design skills
•  Experience in technologies like Elasticsearch, Redis, Kafka etc
• Good knowledge of relational and NoSQL databases
• Familiarity with common machine learning algorithms. In-depth knowledge is a plus
• Experience of working with big data technologies like Hadoop, Spark, Hive is a big plus
• Ability to understand business requirements and take ownership of the work
• Exhibit passion and enthusiasm for building and maintaining large scale platforms

We’re looking for a Full Stack developer who will take on a key role on our team. This Full Stack developer must have knowledge in all stages of software development.

You’ll be working alongside other engineers and developers, collaborating on the various layers of the infrastructure for our client.

Full Stack Developer Skills and Expertise 

Below is a list of several skills and responsibilities of Full Stack developers.

• Design overall architecture of the web application.
• Maintain quality and ensure responsiveness of applications.
• Collaborate with the rest of the engineering team to design and launch new features.
• Maintain code integrity and organization.
• Understanding and implementation of security and data protection.
• Experienced with PHP, MYSQL,
• Proficient experience using advanced JavaScript libraries and frameworks such as AngularJS, KnockoutJS, BackboneJS, ReactJS Etc..
• Development experience for both mobile and desktop.
• Understanding of client-Server Architecture.
• Understanding of AWS Management console & its different services like EC2, RDS, Route53 Etc..
• Experience with cloud message APIs and usage of push notifications.
• Knowledge of code versioning tools such as Git, Bitbucket or SVN.
• Must be good understanding in HTML5 & CSS3.
• Must be good understanding at running command via SSH using CLI
• Experience working with graphic designers and converting designs to visual elements.
• Must have good understanding about MVC architecture.
• Having knowledge on CMS like WordPress, Magento, Shopify will be additive advantage.