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GEMBA CONCEPTS
Experience: ~3–5 years Type: Full-time
AI/ML Engineer
Location: Bengaluru, India (Hybrid)
About Gemba Concepts
Gemba Concepts is a lean manufacturing and technology consulting firm helping clients across pharma, manufacturing, and logistics
modernize how they operate. We build production systems that sit close to the shop floor — warehouse management, manufacturing
traceability, and an applied AI/ML platform whose flagship use cases are visual quality inspection and predictive maintenance. We’re a
tight engineering team that ships real systems for demanding, often regulated, environments.
The Role
We’re looking for an AI/ML Engineer to take ML capabilities from prototype to production. You’ll own models end-to-end — framing the
problem with stakeholders, building and validating the model, and deploying it as a reliable service that holds up against real-world, messy
industrial data. This is a hands-on building role, not a pure research seat: your work goes into client-facing systems.
What You’ll Do
Build and ship computer vision models for visual quality inspection (defect detection, classification, segmentation) that perform under
real factory lighting, throughput, and edge-case conditions.
Develop predictive maintenance models using sensor/time-series data — anomaly detection, remaining-useful-life estimation, failure
prediction.
Own the full ML lifecycle: data pipelines, feature engineering, training, evaluation, and deployment, with proper versioning and monitoring.
Deploy and serve models in production on Azure (AKS), and keep them healthy — track drift, retraining triggers, and latency.
Integrate LLM-based capabilities (we use the Claude API and self-hosted open models) into delivery and product workflows where they
add leverage.
Collaborate with product, engineering, and domain experts to translate fuzzy operational problems into well-scoped ML solutions — and to
know when ML is not the right answer.
Communicate results and limitations clearly to non-ML stakeholders, including clients.
What We’re Looking For
3–5 years of hands-on experience building and deploying ML models in production (not just notebooks or coursework).
Strong Python and the modern ML stack — PyTorch or TensorFlow, scikit-learn, NumPy/Pandas.
Solid grounding in at least one of: computer vision (CNNs, object detection/segmentation, image preprocessing) or time-series /
anomaly detection.
Practical MLOps experience: containerization (Docker), model serving, experiment tracking, and deploying on a cloud platform — Azure /
Kubernetes (AKS) is a strong plus.
Comfort working with imperfect, real-world data — labeling strategy, class imbalance, data drift, and validation that reflects production
reality.
Good engineering hygiene (Git, testing, code review) and the ability to write code others can build on.
Nice to Have
Experience with industrial / manufacturing data or regulated environments (pharma, 21 CFR Part 11 awareness).
Hands-on LLM integration experience — RAG, prompt engineering, working with APIs or self-hosted models (vLLM, Qwen, etc.).
Edge deployment experience (running CV models on-device / near the line).
Exposure to data pipeline tooling and orchestration.
What You’ll Get
Real ownership of ML systems that go into production for serious clients.
A lean, senior-heavy team where you ship fast and learn across the stack.
Direct exposure to applied AI in manufacturing — a domain where the work has tangible, physical impact
Job Description – Technical Lead (Java Spring Boot + Angular)
Role Overview
We are looking for a highly skilled Technical Lead with strong experience in Java Spring Boot and Angular to lead a team of developers for a client project based out of Whitefield, Bangalore. The role requires hands-on development, design, architecture understanding, code review, and team coordination.
Key Responsibilities
- Lead a team of 9 developers and provide technical guidance.
- Perform hands-on development using Java, Spring Boot, Angular.
- Drive solution design, code quality, best practices, and performance optimization.
- Work closely with the client’s product owners and architects.
- Conduct code reviews, technical grooming, and sprint planning.
- Troubleshoot and resolve complex technical issues.
- Ensure timely delivery of modules with high quality.
- Mentor team members and support them in solving technical blockers.
Technical Skills Required
- Strong expertise in Java 8+, Spring Boot, REST APIs.
- Strong front-end experience with Angular 8+, TypeScript, HTML, CSS.
- Experience with SQL/NoSQL databases (MySQL, PostgreSQL, MongoDB, etc.).
- Hands-on with Git, Maven/Gradle, Jenkins, CI/CD.
- Knowledge of cloud platforms (AWS) is an added advantage.
- Experience with Agile/Scrum methodologies.
Soft Skills
- Excellent communication and client-facing skills.
- Ability to lead, mentor, and motivate the team.
- Strong problem-solving and analytical skills.
Sr. Paid Marketing Analyst
Full-time | On-site | 3+ years | Pune, Maharashtra
Or apply via: https://www.gomogroup.com/en/career/
WHY CHOOSE GO MO?
We are an award-winning international digital pull-marketing firm and one of Europe’s fastest growing digital marketing agencies. You will receive:
- Extensive Growth Opportunities
- International Exposure
- Training Programs
- Mentorship
OUR OFFERINGS
- Pull Marketing (SEO)
- Google Ads
- Web Development
- UI / UX Design
- Demand Generation
Our client portfolio includes 100+ leading European companies
OUR OFFICES: WeWork Raheja Woods, Kalyani Nagar
_________________________________________________________
SCOPE OF WORK:
Research and Analysis:
- Stay ahead of platform updates and trends; integrate innovations into strategy
- Drive keyword strategy and restructure accounts to unlock scalable growth
- Lead cross-channel campaign optimization using platforms like Google Ads, Bing Ads, and GA4 to improve ROI
- Analyze and interpret conversion and attribution data to deriveactionable strategic insights
- Ability to create strategies and budget forecasts
Communication:
- Coordinate with team Sweden on project performance, timelines and results to design growth-driven strategies
- Partner with internal teams to address performance challenges
- Deliver projects on time, meeting weekly and monthly deadlines
Strategy & Execution:
- Lead paid media initiatives to drive conversions and revenue using omnichannel strategies, capitalizing on AI for optimization
- Optimize campaigns on platforms like Google Ads, Bing Ads, and LinkedIn Ads
- Take ownership of campaigns end-to-end to ensure KPIs and Goals are met
- Continuously refine team processes and automate repetitive tasks to drive efficiency and scalability
Reporting
- Create performance reports using Google Slides/other dashboards, and review them with clients
- Present key strategies and insights to Client Success Managers and clients
- Consider key performance metrics such as CPC, CTR, CPA, & ROAS for creating and conveying detailed inferences in monthly, quarterly & yearly reports
__________________________________________________________________________________
MANDATORY REQUIREMENTS
- Minimum 2 experience hands on experience with Google Ads
- Strong domain expertise in paid media, including strategy, execution, and analytics
- Skilled in leveraging AI tools (e.g., ChatGPT, Gemini, Claude) to enhance campaign efficiency and decision-making
- Strong analytical skills with advanced proficiency in Excel or Google Sheets for data analysis and performance tracking
- Excellent written and verbal communication skills in English
- Bachelor's degree in any field; a Master’s degree is a plus
HANDS ON EXPERIENCE
- Google Ads, LinkedIn Ads, Bing/Microsoft Ads
- Google Tag Manager (GTM), GA4, Looker Studio
- Strong understanding of performance marketing principles, bidding
- strategies, and attribution models
- Proven track record in driving successful PPC and paid search campaigns
- Experience in dealing directly with clients
- Effective communication and reporting skills
- Good experience in managing medium to large-sized budgets
- Strong analytical skills and should be good with numbers
- Should have a data driven approach to work
PREFERRED ATTRIBUTES
- Experience in LinkedIn Ads
- Proven track record in driving successful Performance Campaigns utilizing AI tools like ChatGPT
- Certifications in digital marketing tools like GA4, Google Ads, Meta Ads, etc
- Residing in/ willing to relocate to Pune
- Experience with delivery management or people management
Job Types: Full-time, Permanent
Benefits:
- Health insurance
- Leave encashment
- Provident Fund
Experience:
- Google Ads: 2 years (Required)
Location:
- Kalyani Nagar, Pune, Maharashtra (Preferred)
Work Location: In person
About the Role:
You will edit AI generated visuals into compelling vertical drama episodes designed for mobile first audiences. The role requires strong storytelling instincts, attention to continuity and the ability to work efficiently in a fast moving production environment.
Key Responsibilities:
• Edit AI generated visuals into engaging narrative episodes
• Maintain character, visual and story continuity across scenes
• Build strong pacing, transitions and cinematic sequences
• Add music, dialogue, sound effects and basic motion graphics
• Work closely with the creative team to bring scripts and storyboards to life
• Review AI generated footage and identify shots that require correction or regeneration
• Deliver high quality episodes within tight production timelines
Requirements:
• Strong command of Adobe Premiere Pro
• Working knowledge of Adobe After Effects
• Good understanding of storytelling, and sound design
• Experience editing animation, fiction, short films or narrative content
• Familiarity with AI image and video tools is an advantage
• Ability to manage multiple deadlines and incorporate feedback quickly
• A strong portfolio or showreel demonstrating narrative editing skills
Key Responsibilities:
- Designing and building mobile applications for Apple’s iOS platform.
- Collaborating with the design team to define app features.
- Maintain clean coding practices
- Identifying potential problems and resolving application bottlenecks.
- Supporting product owners as required
- Providing support to the testing team during testing phases of the projects
- Contributing to solution proposals as required
- Creating work effort estimates as required
- Mentor, train on the best practices junior software associates and other team members.
Key Competencies (Functional):
- Proven experience as an app developer.
- Proficient in Objective-C, Swift, and Cocoa Touch.
- Extensive experience with iOS Frameworks such as Core Data and Core Animation.
- Knowledge of iOS back-end services.
- Knowledge of Apple’s design principles and application interface guidelines.
- Proficient in code versioning tools including Mercurial, Git, and SVN.
- Knowledge of C-based libraries.
- Familiarity with push notifications, APIs, and cloud messaging.
- Experience with continuous integration.
Responsibilities :
● Translate existing designs and wire-frames into high quality code.
● Design, build, and maintain high performance, reusable, and reliable Dart code.
● Ensure the best possible performance, quality, and responsiveness of the
application.
● Help maintain code quality, organization, and automation.
● Detail requirements taking inputs from the team and come up with estimations for
planning.
● Collaborate on projects with a closely knit team.
● Develop and maintain mobile apps using Rest APIs.
Skills :
● Must have relevant Experience upto 1 to 2 years
● Knowledge in Flutter
● Should know any few of the patterns in Bloc, Provider, RxDart/Streams, Mobx or
Getx (Getx is preferable).
● Familiarity with 3rd party libraries and its integration.
● Experience with version control management tools such as GIT, Bitbucket etc.
● Strong knowledge of Android SDK, different versions of Android, and how to deal
● Familiarity with RESTful APIs to connect Android applications to back-end
services
● Strong knowledge of Android UI design principles, patterns, and best practices
● Experience with offline storage, Proficient with Multithreading, I/O stream,
Collections, etc
● Ability to design applications around natural user interfaces
● Knowledge of the open-source Android ecosystem and the libraries available for
common tasks
● Ability to understand business requirements and translate them into technical
requirements
● Familiarity with cloud APIs and push notifications
● A knack for bench-marking and optimization
● Understanding of Google's Android design principles and interface guidelines
● Familiarity with continuous integration
● A team player, fast learner with good verbal and written communication skills
Preference :
● Must have Knowledge in Flutter
● Good aptitude and good attitude
● Need a hardworking candidate
- Working on scalability, maintainability and reliability of company's products.
- Working with clients to solve their day-to-day challenges, moving manual processes to automation.
- Keeping systems reliable and gauging the effort it takes to reach there.
- Understanding Juxtapose tools and technologies to choose x over y.
- Understanding Infrastructure as a Code and applying software design principles to it.
- Automating tedious work using your favourite scripting languages.
- Taking code from the local system to production by implementing Continuous Integration and Delivery principles.
What you need to have:
- Worked with any one of the programming languages like Go, Python, Java, Ruby.
- Work experience with public cloud providers like AWS, GCP or Azure.
- Understanding of Linux systems and Containers
- Meticulous in creating and following runbooks and checklists
- Microservices experience and use of orchestration tools like Kubernetes/Nomad.
- Understanding of Computer Networking fundamentals like TCP, UDP.
- Strong bash scripting skills.
> You need to have:
- An analytical mind with strong logical & reasoning ability
- Very good communication skills (verbal and written).
- Good application development skills.
- Strong debugging skills.
- Should have excellent coding/Programming skills
- A quick learning ability
Start your Journey with us for a high growth, flying career!
> We at Deqode
- Have flexible 5 working days
- Work on bleeding edge technologies (Blockchain/ AI/ Deep learning/ RL/ Quantum computing).
- Have desirable Perks.
- Have the best Financial Pay scale in the industry.
- Practice Democracy of thoughts.
- Believe in working hard and party harder.
Join us and be a part of a team that breathes technology.
Technology Stack - Mean stack/Mern Stack, Full stack, React.js, React Native, Nodejs, ROR, Angular, Python, Blockchain, AI/ ML.
> We are looking for candidates who have a thirst for gaining knowledge, are passionate about coding :) Kindly revert back with your updated CV.














