We are looking for an outstanding ML Architect (Deployments) with expertise in deploying Machine Learning solutions/models into production and scaling them to serve millions of customers. A candidate with an adaptable and productive working style which fits in a fast-moving environment.
Skills:
- 5+ years deploying Machine Learning pipelines in large enterprise production systems.
- Experience developing end to end ML solutions from business hypothesis to deployment / understanding the entirety of the ML development life cycle.
- Expert in modern software development practices; solid experience using source control management (CI/CD).
- Proficient in designing relevant architecture / microservices to fulfil application integration, model monitoring, training / re-training, model management, model deployment, model experimentation/development, alert mechanisms.
- Experience with public cloud platforms (Azure, AWS, GCP).
- Serverless services like lambda, azure functions, and/or cloud functions.
- Orchestration services like data factory, data pipeline, and/or data flow.
- Data science workbench/managed services like azure machine learning, sagemaker, and/or AI platform.
- Data warehouse services like snowflake, redshift, bigquery, azure sql dw, AWS Redshift.
- Distributed computing services like Pyspark, EMR, Databricks.
- Data storage services like cloud storage, S3, blob, S3 Glacier.
- Data visualization tools like Power BI, Tableau, Quicksight, and/or Qlik.
- Proven experience serving up predictive algorithms and analytics through batch and real-time APIs.
- Solid working experience with software engineers, data scientists, product owners, business analysts, project managers, and business stakeholders to design the holistic solution.
- Strong technical acumen around automated testing.
- Extensive background in statistical analysis and modeling (distributions, hypothesis testing, probability theory, etc.)
- Strong hands-on experience with statistical packages and ML libraries (e.g., Python scikit learn, Spark MLlib, etc.)
- Experience in effective data exploration and visualization (e.g., Excel, Power BI, Tableau, Qlik, etc.)
- Experience in developing and debugging in one or more of the languages Java, Python.
- Ability to work in cross functional teams.
- Apply Machine Learning techniques in production including, but not limited to, neuralnets, regression, decision trees, random forests, ensembles, SVM, Bayesian models, K-Means, etc.
Roles and Responsibilities:
Deploying ML models into production, and scaling them to serve millions of customers.
Technical solutioning skills with deep understanding of technical API integrations, AI / Data Science, BigData and public cloud architectures / deployments in a SaaS environment.
Strong stakeholder relationship management skills - able to influence and manage the expectations of senior executives.
Strong networking skills with the ability to build and maintain strong relationships with both business, operations and technology teams internally and externally.
Provide software design and programming support to projects.
Qualifications & Experience:
Engineering and post graduate candidates, preferably in Computer Science, from premier institutions with proven work experience as a Machine Learning Architect (Deployments) or a similar role for 5-7 years.

About netmedscom
About
Connect with the team
Similar jobs (10)
🚀 Job Title : Gen AI Engineer
Experience : 3 to 5 Years
Location : Bengaluru (MG Road – Prestige Building)
Work Mode : Hybrid (3 Days WFO)
Open Positions : 2
Notice Period : Immediate to 15–20 Days Preferred
🎯 Role Overview :
We are looking for a Gen AI Engineer with hands-on experience in building and deploying LLM powered applications.
You will work on cutting-edge AI solutions, including real-world enterprise use cases and next-generation internal products.
🛠 Mandatory Skills :
- Strong proficiency in Python.
- Hands-on experience with LLMs & GenAI frameworks (LangChain, LlamaIndex, Semantic Kernel).
- Experience in prompt engineering and system design.
- Knowledge of vector databases & embeddings.
- Experience integrating GenAI solutions into production systems.
- Understanding of REST APIs, async processing, and streaming responses.
⚡ AI / ML Knowledge :
- Strong understanding of NLP & transformer-based models.
- Familiarity with fine-tuning, embeddings, and inference patterns.
- Knowledge of GenAI evaluation metrics (accuracy, relevance, grounding).
☁ Infrastructure & Tooling :
- Experience with Cloud platforms (AWS / Azure / GCP).
- Familiarity with Docker & Kubernetes (good to have).
- Exposure to CI/CD pipelines and MLOps practices.
🌟 Nice to Have :
- Experience with multimodal models (vision, OCR, speech).
- Knowledge of AIOps, RCA, observability, enterprise workflows.
- Experience building AI agents & orchestration layers.
- Understanding of AI governance, safety, and responsible AI.
💼 Key Responsibilities :
- Design, develop, and deploy GenAI applications using LLMs (OpenAI, Azure OpenAI, open-source models).
- Build RAG pipelines using vector databases (FAISS, Pinecone, Weaviate, Chroma).
- Develop high-quality prompts, system instructions, and structured outputs (JSON, function calling).
- Integrate GenAI capabilities into backend systems via APIs & microservices.
- Optimize models for performance, latency, cost, and accuracy.
- Implement evaluation frameworks (hallucination detection, confidence scoring).
- Ensure data security, privacy, and compliance.
- Collaborate with product, design, and domain teams.
- Document architecture, prompts, and best practices.
💼🤝 Interview Process :
1. Geektrust Assessment (AI Agent-based evaluation)
2. Final Interview with Founder (45 mins)
Roles and Responsibilities:
· Create, develop, and manage cutting-edge PHP web applications on portals and paid service platforms.
· Create cutting-edge apps in collaboration with the User Experience (UX) group.
· Check that the shared JavaScript, HTML, and CSS are all credible and reliable across apps.
· Using standard development tools, create and manage all apps.
· Use backend data solutions and expertise to expand current data service APIs.
· From the idea stage through delivery & post-launch maintenance, you will be in charge of the whole web development lifecycle.
· Convey all work progress, assessments, proposals, timetables, and technical and analytical difficulties properly.
· The development process, standard components, and architecture should all be documented.
· Keep up with the latest web development trends and technologies.
Laravel Developer Requirements
· Overall 5+ year experience in Laravel framework and Minimum 2 years of experience in Core PHP and object-oriented programming.
· Experience in developing applications using Laravel frameworks.
· Should have an excellent grasp of version control technologies, relational databases, and web service development.
· Strong understanding of front-end technologies, such as JavaScript, HTML5, and CSS3
· Knowledge of code versioning tools like Git, SVN, and Mercurial
· Familiarity with the limitations of PHP as a platform and its workarounds
· Intentional commitment to code quality through bug fixes, refactoring, unit testing, and automation
· Creative problem-solving skills with a focus on delivering business value quickly
🚨 We Are Hiring! Loaders, Packers, & Pickers (In-House) 🚨
Are you looking for a reliable job with immediate joining? Hiring Gem is actively seeking hard-working and dedicated individuals for Loaders, Packers, and Pickers roles at our client's warehouse in Kolkata.
Job Responsibilities: 🔹 Loading and unloading goods
🔹 Packing and labeling items for shipment
🔹 Picking and organizing orders accurately
🔹 Ensuring safety and quality standards are met
Requirements: ✔️ No prior experience needed – training provided!
✔️ Ability to lift and move heavy items
✔️ Attention to detail
✔️ Ability to work in a fast-paced environment
What We Offer: ✅ Competitive salary
✅ Immediate joining
✅ Friendly and supportive work environment
If you're interested or know someone who might be, drop your resume.
Join us and be part of a growing team!
About the Company
An Online platform for creators, influencers and celebrities to grow, manage and monetise their community. It is aimed at both established and aspiring online creators who want to pursue their passion. Our vision is to enable anyone and everyone to make a successful living doing what they enjoy.
Skills And Qualification: -
• Must have experience with any scripting language (JavaScript/NodeJS preferred)
• Experience with API-driven and highly scalable application is a plus
• Good knowledge of non-relational DB (MongoDB preferred)
• Good with data structures and algorithms
• Good to have an experience with testing framework and CI/CD pipeline
• 1 years of experience in software development preferably B2C experience.
• Basic understanding of Frontend and client-side frameworks like React, Angular, Vue will be plus.
• Experience in building scalable Restful APIs & Services
Skillset
Angular, React/Redux (or Similar Technology)
Node.js
RESTfull API integration
Experience working with Docker and containerized applications
Experience working with Kubernetes or other container orchestration tools
Knowledge and understanding of working in AWS environments
Experience in full-stack development (with a passion)
RDBMS and Document Database
Experience with Agile/Scrum Development Methodology
Exposure to Continues Integration (CI/ CD) Devops, AWS
Version control systems like Git/ TFS
THE IDEAL CANDIDATE WILL
- Engage with executive level stakeholders from client's team to translate business problems to high level solution approach
- Partner closely with practice, and technical teams to craft well-structured comprehensive proposals/ RFP responses clearly highlighting Tredence’s competitive strengths relevant to Client's selection criteria
- Actively explore the client’s business and formulate solution ideas that can improve process efficiency and cut cost, or achieve growth/revenue/profitability targets faster
- Work hands-on across various MLOps problems and provide thought leadership
- Grow and manage large teams with diverse skillsets
- Collaborate, coach, and learn with a growing team of experienced Machine Learning Engineers and Data Scientists
ELIGIBILITY CRITERIA
- BE/BTech/MTech (Specialization/courses in ML/DS)
- At-least 7+ years of Consulting services delivery experience
- Very strong problem-solving skills & work ethics
- Possesses strong analytical/logical thinking, storyboarding and executive communication skills
- 5+ years of experience in Python/R, SQL
- 5+ years of experience in NLP algorithms, Regression & Classification Modelling, Time Series Forecasting
- Hands on work experience in DevOps
- Should have good knowledge in different deployment type like PaaS, SaaS, IaaS
- Exposure on cloud technologies like Azure, AWS or GCP
- Knowledge in python and packages for data analysis (scikit-learn, scipy, numpy, pandas, matplotlib).
- Knowledge of Deep Learning frameworks: Keras, Tensorflow, PyTorch, etc
- Experience with one or more Container-ecosystem (Docker, Kubernetes)
- Experience in building orchestration pipeline to convert plain python models into a deployable API/RESTful endpoint.
- Good understanding of OOP & Data Structures concepts
Nice to Have:
- Exposure to deployment strategies like: Blue/Green, Canary, AB Testing, Multi-arm Bandit
- Experience in Helm is a plus
- Strong understanding of data infrastructure, data warehouse, or data engineering
You can expect to –
- Work with world’ biggest retailers and help them solve some of their most critical problems. Tredence is a preferred analytics vendor for some of the largest Retailers across the globe
- Create multi-million Dollar business opportunities by leveraging impact mindset, cutting edge solutions and industry best practices.
- Work in a diverse environment that keeps evolving
- Hone your entrepreneurial skills as you contribute to growth of the organization
Graphic Design Intern
DYT - Do Your Thng (DYT) is a creator community platform with an overarching vision to democratise influence and build a thriving creator community. We offer two solutions- an app for creators that helps them make a living out of content creation, and a self-serve web desk module for marketers to execute influencer campaigns in a quick, frictionless, targeted, and economically attractive manner.
- Create and design various materials for socials
- Select colors, fonts, images, and layouts
- Ensure projects are completed in a timely manner with a quality product
- Advise best practices and optimizations throughout design projects.
- Collaborate with fellow designers to develop new approaches for creating more-expressive graphics for the company
- Work with a wide range of media and graphic design software
- Hands on knowledge in Canva, Illustrator, Photoshop. Adobe after effects would be an added advantage.
- Should have good idea about the colour theory
2. Completely responsibile for architecture, wireframe, frameworks, coding, UI/UX, Database, Security, privacy etc.
3. Developing Android and Web Applications.
4. Responsible for cost optimzation and scalability of the product.
5. Preparing and presenting reports related to product development
Looking for candidates with exposure to B2B space.
We are looking for a UI Designer. Please find below the JD for your kind perusal.
Experience and skill-sets:
Experience in visual user interface design and within it have significant experience in designing for business enterprise solutions.
Ability to create clean, visually consistent designs.
Understanding and appreciation of standard user interface design concepts and processes, especially experienced in creating and managing ‘Design Systems’ would be an advantage.
In-depth knowledge of Photoshop, XD, Illustrator, Sketch, Figma, and Zeplin.
Experience with animation tools like Principle, Invision, etc would be a plus.
Excellent communication skills, including the ability to present complex concepts clearly and persuasively across diverse audiences at various levels of our organization.
Meticulous attention to detail and exceptional organizational skills.
Proven ability to manage multiple design requests in a timely fashion, with competing priorities and deadlines.
Experience testing websites and software on a variety of platforms including iOS and Android mobile and devices.
Previous experience with user-centered design principles and practices, web/mobile standards, typography and color, and web/mobile usability standards.
I have contributed as a leader in the design and a strong collaborator across product managers and engineers.
Knowledgeable in creating wireframes, visual mockups graphics, user workflows, and low and high-fidelity prototypes.
Ability to work with designers and developers to implement new ideas
Business know-how: Understanding of business metrics and the ability to translate company goals and objectives into digital experiences
Primary responsibilities
Own the user interaction experience, including but not limited to the visual design of the product. This means managing and evolving the design system.
Drive and own the design process along with the rest of the product team.
Conduct Usability Testing to validate design concepts; i.e. Create prototypes to show and demonstrate interactions.
Employ design thinking and questioning techniques to develop strategies and execution plans where pathways are not always obvious.
Help develop and lead the design team to improve the range of design reviews and research methods used. Provide and encourage feedback from your team and other designers.
Qualifications & Skills
• Bachelor or Master Degree in Computer Science, Software Engineering from a reputed
University
• 5 to 8 years of experience working in Python in ERP domain, specifically at-least 4-6 years of experience working in Odoo and APIs
• React and/or Angular for front end, XHTML, HTML 5, JavaScript, CSS, Ajax,jQuery
• Proficiency in MySql
• Technical Skills: JIRA, Gitlab, Rest API, GCP or AWS
2
• Integration experience with REST API, Payment gateway, shipping company and VAT,
database concepts, Experience of web services
• Experience in performance profiling, tuning, and optimization, caching mechanisms with
Enterprise level applicants
• Analytical, debugging, and troubleshooting skill with proven experience troubleshooting
and fixing production bugs
• Experience in writing unit testing and test case automation.
• Ability to operate in Agile environment with a start-up mentality and unstructured
environment, Energy, drive and passion to work, and operate in a digital world.









