MLops Engineer

Job Summary:

We are looking for a highly skilled and experienced Data Engineer with deep expertise in Airflow, dbt, Python, and Snowflake. The ideal candidate will be responsible for designing, building, and managing scalable data pipelines and transformation frameworks to enable robust data workflows across the organization.

Key Responsibilities:

• Design and implement scalable ETL/ELT pipelines using Apache Airflow for orchestration.
• Develop modular and maintainable data transformation models using dbt.
• Write high-performance data processing scripts and automation using Python.
• Build and maintain data models and pipelines on Snowflake.
• Collaborate with data analysts, data scientists, and business teams to deliver clean, reliable, and timely data.
• Monitor and optimize pipeline performance and troubleshoot issues proactively.
• Follow best practices in version control, testing, and CI/CD for data projects.

Must-Have Skills:

• Strong hands-on experience with Apache Airflow for scheduling and orchestrating data workflows.
• Proficiency in dbt (data build tool) for building scalable and testable data models.
• Expert-level skills in Python for data processing and automation.
• Solid experience with Snowflake, including SQL performance tuning, data modeling, and warehouse management.
• Strong understanding of data engineering best practices including modularity, testing, and deployment.

Good to Have:

• Experience working with cloud platforms (AWS/GCP/Azure).
• Familiarity with CI/CD pipelines for data (e.g., GitHub Actions, GitLab CI).
• Exposure to modern data stack tools (e.g., Fivetran, Stitch, Looker).
• Knowledge of data security and governance best practices.

Note : One face-to-face (F2F) round is mandatory, and as per the process, you will need to visit the office for this.

AEM including AEM 6.x .

· Strong hands on experience of Components, Templates, Taxonomy, metadata management, Forward and Reverse Replication, Workflows, Content Publishing and unpublishing, Tagging, Analytics, Deployment(Maven) and Content migration/ planning. · Significant hands-on design experience with AEM and very strong concepts of OSGi, Apache Sling, Apache Sightly, Apache Oak and Adobe Dispatcher

· Has worked on and implemented at least one of the popular Search engines with AEM like Solr, ElasticSearch or Lucene and involved in search queries performance tuning.

· Worked on integrations with popular products /Technologies like Salesforce, SSO, LDAP, API Gateways using ReST · Understands and implements the Quality Properties of the system in every day work including Accessibility, SEO, URL management, Security, Performance and Responsive architecture.

· Has implemented Quality Processes for projects like Continuous Integration (Bamboo/Jenkins/Git/BitBucket/Cloud Manager), SonarQube, Code reviews (Manual and Automated), code Formatters, Automation testing etc.

· Understanding of frontend technologies like Bootstrap, Backbone.js, ReactJS, Handlebars, Grunt, Angular, CSS3, HTML 5 and jQuery.

· Mastery of all core web and Java technologies including java 8/11, JEE, XML, XHTML, client/server-side scripting languages such as JavaScript, and JSP, and web services development using Restful implementations.

· Good understanding of AEM capabilities including Multi-site manager and Blueprinting, and the use of Online marketing components such as advanced targeting/personalization, and multi-variate testing, is preferred.

· Proficient knowledge of the end to end content lifecycle, web content management, content publishing/deployment, and delivery processes.

· Familiarity of Cloud native approaches and platforms including AWS, Azure or GCP.

· Familiarity with basics of Adobe I/O Runtime and Adobe I/O Events (preferred)

· Good understanding of integration patterns and content-centric application development patterns using AEM Search, Commerce package or others platforms is preferred. Education:

· Full time Bachelor’s/Master’s degree(Science or Engineering preferred)

Job Description

CANDIDATES WITH MINIMUM 7 YEARS OF EXPERIENCE IN QC Automation NEED APPLY.

We are looking for immediate joiners

No work from home option.

Position Title: QC Automation Lead/Manager

Position Type: Full Time, Permanent

Department: Research and Development

Reports to: Manager, Indian Development Centre.

Company Background:

-CGLIA is a software development company building highly available, highly secure, cloud-based enterprise software products that helps speed the research process resulting in new drugs, new devices, and new treatments to improve the health and wellbeing of world population.

- At CGLIA, our work shows our dedication and passion for innovative quality software products that are intuitive and easy to use and exceeds every aspect of customer expectations.

- CGLIA, is the place that develops world-class professionals who would like to be innovative, creative, learn continuously, and build a solid foundation to build products that are special and delight the customer. .

Job Summary:

The QC Manager is a seasoned technologically savvy leader with passion for quality delivery of new products and help us grow. Managing multiple product testing teams and works closely with the Product Management teams, US team, Sales and Marketing and customer support teams in understanding the quality delivery needs.

In this role, you will be hiring the new development staff, mentoring, coaching and building development plans, oversee each aspect of the quality assurance process, and act as a liaison between development team and upper management.

In this role, You will lead and coordinate Test Automation team in all aspects of automation and take ownership of the current automation, recommends new technology, policies or processes to benefit the organization and improve deficiencies.

A demanding job that challenges your intellectual abilities in recommending, defining and implementing the best practices on TDD and BDD in automation testing.

Responsibilities:

· Develop Automation Process, Procedures, Metrics and Analysis.

· Design and maintain Automation frameworks.

· Make sure the rest of the teams have the tools to create automated tests in a structured way.

· Explain and teach basic coding standards for more junior members of the team.

· Perform manual testing to understand features and architecture of our products.

· Review and regulate progress (schedule, cost, quality etc.) and meet performance objectives as per the

project plans.

· Prepare and circulate important test metrics to stakeholders.

· You will also be required to carry out any other duties which may reasonably be required of you.

Qualifications & Skills required:

· Experience of 7-10 years and should be able to define test goals & objectives (Test Strategy & Test Planning)

· Should have good programming skills in Java

· Should have very good knowledge in both Selenium and Java

· Good knowledge in Maven & TestNG

· Good knowledge in TDD, BDD

· Expert in automating tests and building frameworks from the scratch

· Experienced in Manual Testing (Performance, regression, API, database, security and sanity testing.)

· Good OS knowledge (Windows, Linux, OSX)

• Supporting the Executive Creative Director and the Creative Team with the development of concepts,

strategies, and client presentations.

• Bring an ability to think and understand copy

• Directing the design and development of creative materials.

• Ensuring brand identity and message consistency across channels.

• Keeping up with the latest trends, strategies, and technologies.

You will be getting leads from the company. You need to builds and maintains business relationships with new and existing customers. You understand customers' needs and recommend appropriate solutions, negotiate with clients to help them move down the sales funnel, record client feedback and maintain a customer database.

• Participate in full machine learning Lifecycle including data collection, cleaning, preprocessing to training models, and deploying them to Production.
• Discover data sources, get access to them, ingest them, clean them up, and make them “machine learning ready”. 
• Work with data scientists to create and refine features from the underlying data and build pipelines to train and deploy models. 
• Partner with data scientists to understand and implement machine learning algorithms. 
• Support A/B tests, gather data, perform analysis, draw conclusions on the impact of your models. 
• Work cross-functionally with product managers, data scientists, and product engineers, and communicate results to peers and leaders. 
• Mentor junior team members 

Who we have in mind:

• Graduate in Computer Science or related field, or equivalent practical experience. 
• 4+ years of experience in software engineering with 2+ years of direct experience in the machine learning field.
• Proficiency with SQL,  Python, Spark, and basic libraries such as Scikit-learn, NumPy, Pandas.
• Familiarity with deep learning frameworks such as TensorFlow or Keras
• Experience with Computer Vision (OpenCV),  NLP frameworks (NLTK, SpaCY, BERT).
• Basic knowledge of machine learning techniques (i.e. classification, regression, and clustering). 
• Understand machine learning principles (training, validation, etc.) 
• Strong hands-on knowledge of data query and data processing tools (i.e. SQL) 
• Software engineering fundamentals: version control systems (i.e. Git, Github) and workflows, and ability to write production-ready code. 
• Experience deploying highly scalable software supporting millions or more users 
• Experience building applications on cloud  (AWS or Azure) 
• Experience working in scrum teams with Agile tools like JIRA
• Strong oral and written communication skills. Ability to explain complex concepts and technical material to non-technical users

• Work with stakeholders across the business to ensure that user stories are clearly defined, delivered, and approved for deployment
• Translate business requirements into detailed system requirements and technical design specifications
• Investigate, model, define and document required business processes
• Carry out requirements analysis for change requests including requirements gathering and participating in workshops to understand project objectives and scope
• To work with other business analysts and members of Group Infrastructure to develop realistic solutions to business requirements, taking into account budgets, timescales and costs
• Support the development of training and implementation material
• Assist in integration and acceptance testing
• Participate in sprint planning where applicable

Key Skills

• Experience using agile project management tools such as Pivotal Tracker
• Experience working within Scrum or other agile teams
• Experience in working with Marketing and Events tools such as Eventsforce
• Experience of working in a technology-focused company