AI/ML Engineer

Job Description

Manager – Millwork & Countertops Division

Department: Project Management

Location: Hyderabad, India (Offshore Headquarters)

Reports To: Director – Project Management

Position Overview

The Manager – Millwork & Countertops Division will lead and oversee all operational, technical, and project management functions related to millwork, countertops, and custom furniture packages for hospitality, multifamily, and residential construction projects.

This role is responsible for reviewing, redlining, correcting, and coordinating shop drawings received from vendors and fabrication partners to ensure compliance with project specifications, architectural intent, and production feasibility. The ideal candidate must have strong hands-on experience in the millwork, cabinetry, countertops, or custom furniture industry and possess a deep understanding of fabrication methods, detailing standards, and construction coordination.

The position requires leadership of offshore project coordination teams while working closely with vendors, architects, designers, contractors, and internal stakeholders across international projects.

Key Responsibilities

Shop Drawing Review & Technical Coordination

• Review vendor-submitted shop drawings for millwork, countertops, cabinetry, and custom furniture packages.

• Redline, correct, and coordinate drawings to ensure compliance with architectural drawings, project specifications, and fabrication standards.

• Ensure dimensions, material specifications, hardware details, countertop layouts, joinery details, and installation requirements are accurate and buildable.

• Coordinate revisions with vendors, estimators, project managers, and consultants until final approval is achieved.

• Identify design conflicts, constructability issues, and field coordination concerns before production.

Project Management

• Manage projects from estimation and design coordination through production and final delivery.

• Monitor project schedules, approvals, procurement timelines, and fabrication milestones.

• Ensure all deliverables are completed within budget, schedule, and quality standards.

• Maintain organized project documentation including RFIs, submittals, drawing logs, and revision tracking.

Vendor & Production Coordination

• Coordinate with millwork shops, stone fabricators, countertop vendors, and furniture manufacturers.

• Review quotations, technical submissions, and fabrication capabilities.

• Support procurement planning and material coordination for projects.

• Resolve technical, quality, or scope-related issues with vendors and suppliers.

Team Leadership

• Supervise and mentor project coordinators, estimators, and drawing review staff.

• Delegate responsibilities and review team output for accuracy and quality.

• Establish and improve SOPs for drawing review, documentation, and project workflows.

• Foster a collaborative and accountable team environment.

Client & Consultant Coordination

• Communicate with architects, interior designers, general contractors, and client

representatives regarding shop drawing approvals and technical clarifications.

• Participate in coordination meetings and ensure alignment between design intent

and fabrication requirements.

• Provide technical recommendations and value-engineering solutions when required.

Preferred Industry Experience

Candidates must have direct experience in one or more of the following industries:

• Millwork / Custom Millwork

• Countertops / Stone Fabrication

• Custom Furniture Manufacturing

• Cabinetry & Joinery

• Hospitality Interior Fit-Outs

• Residential Millwork & Kitchens

Candidates without relevant millwork, countertop, cabinetry, or furniture industry experience will not be considered.

Qualifications & Requirements

Education

• Bachelor’s Degree or Diploma in:

o Architecture

o Interior Design

o Civil Engineering

o Furniture Design

o Construction Management

o Or related technical field

Experience

• 5–10 years of relevant experience in millwork, countertops, cabinetry, or furniture

manufacturing/project management.

• Strong experience reviewing and coordinating shop drawings.

• Experience working with hospitality, multifamily, or residential construction projects preferred.

• Experience coordinating with offshore and international teams is an advantage.

Technical Skills

• Strong understanding of millwork fabrication methods, countertop detailing, and furniture construction.

• Ability to read and interpret architectural and interior design drawings.

• Proficiency in AutoCAD is mandatory.

• Experience with Bluebeam, SketchUp, Cabinet Vision, Microvellum, or related software is a plus.

• Knowledge of materials including laminates, veneers, quartz, granite, solid surfaces, hardware, and specialty finishes.

Soft Skills

• Strong attention to detail and problem-solving abilities.

• Excellent communication and coordination skills.

• Ability to manage multiple projects simultaneously in a fast-paced environment.

• Strong leadership and team management capabilities.

Work Conditions

• Full-time position based in Hyderabad, India.

• Coordination with international teams may require flexible working hours.

• Limited travel may be required depending on project needs.

Ideal Candidate Profile

The ideal candidate is a technically strong millwork and countertop professional with extensive experience reviewing shop drawings, coordinating fabrication details, and managing project execution within the millwork, cabinetry, or custom furniture industry. This

individual should be capable of leading teams, resolving technical issues proactively, and ensuring high-quality project delivery across multiple international projects.

Job Description & Specification: 

Post Title: Data Engineer

Work Mode: Kochi Onsite - UK Time zone

Role Overview: 

We are seeking a talented and experienced Data Engineer to join our team. The ideal candidate will have expertise in technologies such as Metabases, Dbt, Stitch, Snowflake, Avo, and MongoDB. As a Data Engineer, you will play a crucial role in designing, developing, and maintaining our data infrastructure to support our analytics and data-driven decision-making processes.

Responsibilities:

• Designing, developing and implementing scalable data pipelines and ETL processes using tools such as Stitch and Dbt to ingest, transform, and load data from various sources into our data warehouse (Snowflake).
• Implement data modeling best practices and standards using Dbt to create and manage data models for reporting and analytics.
• Collaborating with cross-functional teams to understand data requirements and deliver solutions that meet business needs.
• Develop and maintain dashboards and visualizations in Metabases to enable self-service analytics and data exploration for internal teams.
• Building and optimizing ETL processes to ensure data quality and integrity.
• Optimizing data processing and storage solutions for performance, scalability and reliability, leveraging cloud-based technologies.
• Implementing monitoring and alerting systems to proactively identify and address data issues.
• Implementing data quality checks and monitoring processes to ensure the accuracy, completeness, and integrity of data.
• Managing and optimizing databases (like MongoDB for performance and scalability).
• Developing and maintaining documentation, best practices, and standards for data engineering processes and workflows.
• Stay up to date with emerging technologies and trends in data engineering, machine learning, and analytics, and evaluate their potential impact on data strategy and architecture.

Requirements:

• Bachelor's or Master's degree in Computer Science.
• Minimum of 4 years of experience working as a data engineer with expertise in Metabases, Dbt, Stitch, Snowflake, Avo, MongoDB.
• Strong programming skills in languages like Python, and experience with SQL and database technologies (e.g., PostgreSQL, MySQL, MongoDB).
• Hands-on experience with data integration tools (e.g., Stitch), data modeling tools (e.g., Dbt), and BI platforms (e.g., Metabases).
• Experience with cloud platforms such as AWS.
• Strong understanding of data modeling concepts, database design, and data warehousing principles
• Experience with big data technologies and frameworks (e.g., Hadoop, Spark, Kafka) and cloud-based data platforms (e.g., AWS EMR, Azure Databricks, Google BigQuery).
• Familiarity with data integration tools, ETL processes, and workflow orchestration tools (e.g., Apache Airflow, Apache NiFi).
• Excellent problem-solving skills and attention to detail.
• Strong communication skills with the ability to work effectively in a global team environment.
• Experience in the education or Edtech industry is a plus.
• Knowledge of Avo for schema management and versioning will be an added advantage.
• Familiarity with machine learning algorithms, data science workflows, and analytics tools (e.g., TensorFlow, PyTorch, scikit-learn, Tableau).
• Knowledge of distributed computing concepts and containerization technologies.
• Experience with version control systems (e.g., Git) and CI/CD pipelines.
• Certifications in cloud computing (e.g., AWS Certified Developer, Google Cloud Professional Data Engineer) or data engineering (e.g., Databricks Certified Associate Developer) are desirable.

Benefits:

• Competitive salary and bonus structure based on performance and achievement of goals.
• Comprehensive benefits package including medical insurance.

Join us in shaping the future of technology by applying your expertise as a Data Engineer. If you are passionate about driving innovation and delivering impactful solutions, we invite you to be part of our dynamic team. Apply now!!

JOB DESCRIPTION/PREFERRED QUALIFICATIONS:

KEY RESPONSIBILITIES: 

• Lead and mentor a team of algorithm engineers, providing guidance and support to ensure their professional growth and success. 
• Develop and maintain the infrastructure required for the deployment and execution of algorithms at scale. 
• Collaborate with data scientists, software engineers, and product managers to design and implement robust and scalable algorithmic solutions. 
• Optimize algorithm performance and resource utilization to meet business objectives.
• Stay up to date with the latest advancements in algorithm engineering and infrastructure technologies and apply them to improve our systems.
• Drive continuous improvement in development processes, tools, and methodologies. 

QUALIFICATIONS: 

• Bachelor's or Master's degree in Computer Science, Engineering, or a related field. 
• Proven experience in developing computer vision and image processing algorithms and ML/DL algorithms. 
• Familiar with high performance computing, parallel programming and distributed systems.
• Strong leadership and team management skills, with a track record of successfully leading engineering teams. 
• Proficiency in programming languages such as Python, C++ and CUDA. 
• Excellent problem-solving and analytical skills. 
• Strong communication and collaboration abilities. 

PREFERRED QUALIFICATIONS: 

• Experience with machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn). 
• Experience with GPU architecture and algo development toolkits like Docker, Apptainer. 

MINIMUM QUALIFICATIONS: 

• Bachelor's degree plus 8 + years of experience 
• Master's degree plus 8 + years of experience 
• Familiar with high performance computing, parallel programming and distributed systems.

MUST-HAVE SKILLS: 

• Phd with 6 yrs industry exp or M.Tech + 8 yrs experience or B.Tech + 10 yrs experience.
• 14 yrs exp if an IC role.
• Minimum 1 yrs experience working as a Manager/Lead
• 8 years' experience in any of the programming languages such as Python/C++/CUDA.
• 8 years' experience in Machine learning, Artificial intelligence, Deep learning.
• 2 to 3 years exp in Image processing & Computer vision is a MUST
• Product / Semi-conductor / Hardware Manufacturing company experience is a MUST. Candidates should be from engineering product companies 
• Candidates from Tier 1 colleges like (IIT, IIIT, VIT, NIT) (Preferred)
• Relocation to Chennai is mandatory

NICE TO HAVE SKILLS: 

• Candidates from Semicon or manufacturing companies
• Candidates with more than 8 CPGA

• Mandatory (Experience 1) : 3+ YOE in digital illustration, concept sketching, and storyboarding for advertising or commercial production
• Mandatory (Experience 2) : Must have experience creating visual assets for advertising and marketing campaigns
• Mandatory (Core Skill 1) : Must be proficient in Adobe Photoshop for digital painting, image compositing, and photo manipulation
• Mandatory (Core Skill 2) : Strong storyboarding and animatic creation skills for video/commercial pre-production
• Mandatory (Core Skill 3) : Strong digital illustration and vector art skills using Adobe Illustrator
• Mandatory (Company) : Advertising Agencies (Pharmaceutical Ad Agencies highly preferred)

• Strong Lead Search Engineer / AI-ML Leader Profile
• Mandatory (Experience 1) - Must have minimum 6+ years of hands-on experience in Search / Information Retrieval / NLP / Machine Learning
• Mandatory (Experience 2) - Must have minimum 5+ YOE in backend development using languages (Python or Java)
• Mandatory (Experience 3) - Must have Experience designing taxonomy, ontology, tags, thesaurus, and metadata models
• Mandatory (Experience 4) - Must have Experience with Big Data frameworks (Hadoop, Spark) for search/ML workloads
• Mandatory (Experience 5) - Must have Hands-on experience with AI/ML frameworks (TensorFlow, PyTorch, scikit-learn, Keras, Spark ML).
• Mandatory (Experience 6) - Must have experience in designing, building, and scaling RESTful APIs and Web Services.
• Mandatory (Experience 7) - Must have hands-on experience in statistical tools (Python, R, SAS, or open-source libraries).
• Mandatory (Experience 8) - Must have Experience with SQL/NoSQL databases (CosmosDB, Cassandra, MongoDB).
• Mandatory (Company) - Product Companies (Preferrably high search volumes companies like Flipkart, Amazon, Zepto, Zomato...etc)
• Mandatory (CTC) - The CTC breakup offered will be 80% fixed, and 20% variable, as per Company policy

Preferred

• Preferred (Experience) - Familiarity with modern frontend frameworks (React, Angular, HTML5, CSS3).
• Preferred (Tools) - Must Hands-on with dev tools: Eclipse, Git, Gradle, Jenkins, Jira, JFrog Artifactory and web servers (Tomcat, Jetty, JBoss).
• Preferred (Education) -BE /B.Tech /M.Tech

We are looking for a Stay Acquisition Executive to expand our listings by identifying and onboarding unique stays onto the Homly platform. Your primary responsibility will be to connect with property owners, explain the benefits of listing on Homly, and ensure high-quality accommodations are added to our platform.

About us

The YUG Metaverse is a virtual reality technology and development firm that specializes in creating immersive, interactive experiences within virtual worlds. Our team is dedicated to pushing the boundaries of what is possible within the metaverse and providing our users with engaging and innovative content. We have created a platform that allows users to interact with each other and explore virtual worlds in a way that feels real and natural. From socializing and gaming to business meetings and events, the YUG Metaverse offers endless possibilities for exploration and connection.

What we are seeking

We are seeking a talented Godot Game Developer to join our team. The Godot Game Developer will be responsible for creating and implementing high-quality game mechanics and features using the Godot game engine. The ideal candidate will have a strong understanding of programming concepts and a passion for creating immersive and engaging game experiences.

Key Responsibilities:

• Design and implement game mechanics and features using the Godot engine
• Collaborate with the game design team to develop and iterate on gameplay ideas
• Work with the art team to integrate and optimize 3D assets and animations
• Write clean, efficient, and well-documented code
• Debug and troubleshoot issues as they arise
• Contribute to the development of the overall project roadmap and schedule

Requirements:

• 3-5 years Experience with game development using Godot
• Proficiency with GDScript programming and the Godot engine
• Strong problem-solving and debugging skills
• Ability to work well in a team environment
• Excellent communication skills
• A portfolio of game development work is a plus

• Proven software development experience and Android skills development
• Proven working experience in Android app development and
• Have published at least one original Android app
• Experience with Android SDK
• Experience working with remote data via REST and JSON
• Experience with third-party libraries and APIs
• Working knowledge of the general mobile landscape, architectures, trends, and emerging technologies

• Design and build advanced applications for the Android platform
• Collaborate with cross-functional teams to define, design, and ship new features
• Work with outside data sources and APIs
• Unit-test code for robustness, including edge cases, usability, and general reliability
• Work on bug fixing and improving application performance
• Continuously discover, evaluate, and implement new technologies to maximize development efficiency