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Company: Optimum Solutions
About the company: Optimum solutions is a leader in a sheet metal industry, provides sheet metal solutions to sheet metal fabricators with a proven track record of reliable product delivery. Starting from tools through software, machines, we are one stop shop for all your technology needs.
Role Overview:
- Creating and managing database schemas that represent and support business processes, Hands-on experience in any SQL queries and Database server wrt managing deployment.
- Implementing automated testing platforms, unit tests, and CICD Pipeline
- Proficient understanding of code versioning tools, such as GitHub, Bitbucket, ADO
- Understanding of container platform, such as Docker
Job Description
- We are looking for a good Python Developer with Knowledge of Machine learning and deep learning framework.
- Your primary focus will be working the Product and Usecase delivery team to do various prompting for different Gen-AI use cases
- You will be responsible for prompting and building use case Pipelines
- Perform the Evaluation of all the Gen-AI features and Usecase pipeline
Position: AI ML Engineer
Location: Chennai (Preference) and Bangalore
Minimum Qualification: Bachelor's degree in computer science, Software Engineering, Data Science, or a related field.
Experience: 4-6 years
CTC: 16.5 - 17 LPA
Employment Type: Full Time
Key Responsibilities:
- Take care of entire prompt life cycle like prompt design, prompt template creation, prompt tuning/optimization for various Gen-AI base models
- Design and develop prompts suiting project needs
- Lead and manage team of prompt engineers
- Stakeholder management across business and domains as required for the projects
- Evaluating base models and benchmarking performance
- Implement prompt gaurdrails to prevent attacks like prompt injection, jail braking and prompt leaking
- Develop, deploy and maintain auto prompt solutions
- Design and implement minimum design standards for every use case involving prompt engineering
Skills and Qualifications
- Strong proficiency with Python, DJANGO framework and REGEX
- Good understanding of Machine learning framework Pytorch and Tensorflow
- Knowledge of Generative AI and RAG Pipeline
- Good in microservice design pattern and developing scalable application.
- Ability to build and consume REST API
- Fine tune and perform code optimization for better performance.
- Strong understanding on OOP and design thinking
- Understanding the nature of asynchronous programming and its quirks and workarounds
- Good understanding of server-side templating languages
- Understanding accessibility and security compliance, user authentication and authorization between multiple systems, servers, and environments
- Integration of APIs, multiple data sources and databases into one system
- Good knowledge in API Gateways and proxies, such as WSO2, KONG, nginx, Apache HTTP Server.
- Understanding fundamental design principles behind a scalable and distributed application
- Good working knowledge on Microservices architecture, behaviour, dependencies, scalability etc.
- Experience in deploying on Cloud platform like Azure or AWS
- Familiar and working experience with DevOps tools like Azure DEVOPS, Ansible, Jenkins, Terraform
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Company: Optimum Solutions
About the company: Optimum solutions is a leader in a sheet metal industry, provides sheet metal solutions to sheet metal fabricators with a proven track record of reliable product delivery. Starting from tools through software, machines, we are one stop shop for all your technology needs.
Position: Generative AI Lead
Location: Chennai (Preference) and Bangalore
Minimum Qualification: Bachelor's degree in computer science, Software Engineering, Data Science, or a related field.
Experience: 10-12 years
CTC: 33LPA
Employment Type: Full Time
Key Responsibilities:
- Utilize advanced machine learning techniques to develop and train generative AI models.
- Collaborate with cross-functional teams to groom and preprocess large datasets for model training.
- Research and implement cutting-edge algorithms and architectures for generative AI applications.
- Optimize model performance and scalability for real-time inference and deployment.
- Stay current with industry trends and advancements in generative AI technology to drive innovation.
- Experiment with different hyperparameters and model configurations to improve generative AI model quality.
- Establish scalable, efficient, automated processes for data analyses, model development, validation and implementation,
- Choose suitable DL algorithms, software, hardware and suggest integration methods.
- Ensure AI ML solutions are developed, and validations are performed in accordance with Responsible AI guidelines & Standards
- To closely monitor the Model Performance and ensure Model Improvements are done post Project Delivery
- Provide technical expertise and guidance to support the integration of generative AI solutions into various products and services.
- Coach and mentor our team as we build scalable machine learning solutions
- Strong communication skills and an easy-going attitude
- Oversee development and implementation of assigned programs and guide teammates
- Carry out testing procedures to ensure systems are running smoothly
- Ensure that systems satisfy quality standards and procedures
- Build and manage strong relationships with stakeholders and various teams internally and externally,
- Provide direction and structure to assigned projects activities, establishing clear, precise goals, objectives and timeframes, run Project Governance calls with senior Stakeholders
Skills and Qualifications:
- Strong understanding of machine learning and deep learning principles and algorithms.
- Experience in developing and implementing generative AI models and algorithms.
- Proficiency in programming languages such as Python, TensorFlow, and PyTorch.
- Ability to work with large datasets and knowledge of data preprocessing techniques.
- Familiarity with natural language processing (NLP) and computer vision for generative AI applications.
- Experience in building and deploying generative AI systems in real-world applications.
- Strong problem-solving and critical thinking skills for complex AI problems.
- Excellent communication and teamwork abilities to collaborate with cross-functional teams.
- Proven track record of delivering innovative solutions using generative AI technologies.
- Ability to stay updated with the latest advancements in generative AI and adapt to new techniques and methodologies.
- Application Development- Framework , Langchain, LlamaIndex , Vector DB , Pinecone/Chroma/Weaviate
- Fine Tuning Models- Compute Service, Azure/Google Cloud/Lambda , Data Service, Scale/Labelbox, Hosting Services , Azure/AWS , ML Frameworks , Tensorflow,Pytorch
- Model Hubs- Hugging Face , Databricks ,
- Foundation Models- Open-Source , Mistral,Llama , Proprietary , GPT-4
- Compute Hardware- Specialized hardware for model training and inference, Specialized hardware for model training and inference
- Programming Proficiency -
- Advanced Python Skills - Generative AI Experts should have a deep understanding of Python, including its data structures, OOP’s concepts, and libraries such as NumPy and Pandas. They must be able to write clean, efficient, and maintainable code to implement complex AI algorithms.
- TensorFlow and Keras Expertise - TensorFlow and Keras are widely used in the AI community for building neural networks and deep learning models. Generative AI Experts should have a thorough understanding of these libraries, including how to design neural network architectures, customize loss functions, and optimize models for performance
- Debugging and Optimization - Solving complicated problems is a common part of developing generative AI models. Experts must be adept in debugging methods, such as logging and profiling data to find and address problems quickly. They should also know how to optimize code for memory efficiency and performance, which will help the models manage large-scale datasets
- Effective Data Management - One of the most frequent tasks in AI development is managing big datasets. Experts in generative AI should be adept at manipulating data with tools like Pandas and NumPy. To guarantee that the data they use for their models is of the highest caliber, they need also know how to efficiently preprocess and clean data.
- Version Control and Collaboration - Git and other version control systems are crucial for tracking code changes and fostering developer collaboration in a team environment. To enable smooth cooperation on AI projects, generative AI Experts should be familiar with Git workflows, branching techniques, and handling merge conflicts
17. Deep Learning Expertise - Neural Networks , Convolutional Neural Network , Recurrent Neural Network
18. Knowledge of Generative Models - Transformers and Attention networks , Generative adversarial network
19.Generative AI Basics and Advanced Concepts
- Prompt Engineering - Crafting high-quality prompts is crucial for guiding generative models. Experts should excel in designing prompts that steer the model’s creativity and coherence. They must understand how to fine-tune prompts for tasks like text, image, and music generation.
- Attention Mechanisms - Grasping attention mechanisms in models like Transformers, vital for capturing dependencies and context in generative tasks.
- Application Development Approaches -Familiarity with integrating generative models into applications is essential. This includes deploying models in mobile apps, web applications, or as APIs. Experts should consider factors such as model size, latency, and scalability during deployment.
- Fine-Tuning - Mastery of techniques like fine-tuning language models (e.g., GPT-3) for specific tasks. This involves adjusting model parameters and prompts to generate contextually relevant and accurate outputs.
- RAG (Retrieval-Augmented Generation) - Understanding RAG, a framework that combines generative models with retrieval mechanisms. Experts can use RAG to improve model responses by retrieving relevant information from a large dataset. Proficiency in chaining multiple generative models together to create more complex and diverse outputs. This involves connecting models in a sequence to generate outputs that build upon each other.
- Multimodal Generation - Ability to generate outputs across multiple modalities (e.g., text and images), requiring integration of different generative models.
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Key Responsibilities:
1. Design and Development: Lead the design and development of web
applications using Python and Flask, ensuring code quality, scalability, and
performance.
2. Architecture: Collaborate with the architecture team to design and implement
robust, maintainable, and scalable software solutions.
3. API Development: Develop RESTful APIs using Flask to support front-end
applications and external integrations.
4. Database Management: Design and optimize database schemas, write efficient
SQL queries, and work with databases like PostgreSQL, MySQL, or NoSQL
solutions.
5. Testing and Debugging: Write unit tests and perform code reviews to maintain
code quality. Debug and resolve complex issues as they arise.
6. Security: Implement security best practices, including data encryption,
authentication, and authorization mechanisms.
7. Performance Optimization: Identify and address performance bottlenecks in
the application, making improvements for speed and efficiency.
8. Documentation: Maintain clear and comprehensive documentation for code,
APIs, and development processes.
9. Collaboration: Collaborate with cross-functional teams, including front-end
developers, product managers, and QA engineers, to deliver high-quality
software.
10. Mentorship: Provide guidance and mentorship to junior developers, sharing your
knowledge and best practices.
Qualifications:
Bachelor's or Master's degree in Computer Science, Engineering, or a related
field.
Proven experience (4-5 years) as a Python developer, with a strong emphasis on
Flask.
Solid understanding of web development principles, RESTful APIs, and best
practices.
Proficiency in database design and SQL, as well as experience with database
systems like PostgreSQL or MySQL.
Familiarity with front-end technologies (HTML, CSS, JavaScript) and related
frameworks is a plus.
Strong problem-solving skills and the ability to work in a fast-paced, collaborative
environment.
Excellent communication skills and the ability to work effectively in a team.
Knowledge of containerization and deployment tools (e.g., Docker, Kubernetes)
is a plus.
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Job Title - Software Engineer - Frontend
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Reports Into - Lead Frontend Web Developer
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Location - Hybrid / Bangalore
A Little Bit About Kwalee….
Kwalee is one of the world’s leading multiplatform game developers and publishers, with well over 900 million downloads worldwide for mobile hits such as Draw It, Teacher Simulator, Let’s Be Cops 3D, Airport Security and Makeover Studio 3D. We also have a growing PC and Console team of incredible pedigree that is on the hunt for great new titles to join TENS!, Eternal Hope, Die by the Blade and Scathe.
What’s In It For You?
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Hybrid working - 3 days in the office, 2 days remote/ WFH is the norm
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Flexible working hours - we trust you to choose how and when you work best
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Profit sharing scheme - we win, you win
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Private medical cover - delivered through BUPA
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Life Assurance - for long term peace of mind
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On site gym - take care of yourself
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Relocation support - available
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Quarterly Team Building days - we’ve done Paintballing, Go Karting & even Robot Wars
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Pitch and make your own games on https://www.kwalee.com/blog/inside-kwalee/what-are-creative-wednesdays/">Creative Wednesdays!
Are You Up To The Challenge?
As a Software Engineer - Frontend you’ll be part of the Frontend team, implementing beautiful web designs made by our designers to keep both our site and the internal web-based tools we use fresh and up to date on top of working on new projects alongside this, there is always something new and interesting to work on.
Your Team Mates
The frontend team consists of both our frontend developers and designers, we work closely with all parts of the business to create tools that vary across the whole company, from the publishing team to create a portal for people to submit games, the marketing team on things like our website, all the way to our internal teams for things like administration and analytics.
What Does The Job Actually Involve?
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Implementing designs for our website/web tools created by our design team
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Create and update interactive interfaces used throughout the company
Your Hard Skills
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Minimum 2 years browser-based programming experience
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A proven track record of programming high quality and innovative web pages using Javascript, HTML5 & CSS3 and relevant frameworks (ideally ReactJS but could also be others e.g. AngularJS, NodeJS, Handlebars, jquery, gulp)
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An excellent working knowledge of various programming languages, databases and scripting tools including at least one of bash, MySQL, CouchBase, Python, Java, C#, JSP, PHP
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A creative mindset motivated by challenges and constantly striving for the best
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Interest in mobile games
Your Soft Skills
Kwalee has grown fast in recent years but we’re very much a family of colleagues. We welcome people of all ages, races, colours, beliefs, sexual orientations, genders and circumstances, and all we ask is that you collaborate, work hard, ask questions and have fun with your team and colleagues.
We don’t like egos or arrogance and we love playing games and celebrating success together. If that sounds like you, then please apply.
A Little More About Kwalee
Founded in 2011 by David Darling CBE, a key architect of the UK games industry who previously co-founded and led Codemasters, our team also includes legends such as Andrew Graham (creator of Micro Machines series) and Jason Falcus (programmer of classics including NBA Jam) alongside a growing and diverse team of global gaming experts.
Everyone contributes creatively to Kwalee’s success, with all employees eligible to pitch their own game ideas on Creative Wednesdays, and we’re proud to have built our success on this inclusive principle.
We have an amazing team of experts collaborating daily between our studios in Leamington Spa, Lisbon, Bangalore and Beijing, or on a remote basis from Turkey, Brazil, Cyprus, the Philippines and many more places around the world. We’ve recently acquired our first external studio, TicTales, which is based in France.
We have a truly global team making games for a global audience, and it’s paying off: - Kwalee has been voted the Best Large Studio and Best Leadership Team at the TIGA Awards (Independent Game Developers’ Association) and our games have been downloaded in every country on earth - including Antarctica!
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About KAFQA
At Kafqa, we are building the next generation performing arts platform. Our mission is to transform how India learns, performs & watchers performing arts. We are currently in stealth mode with a target public launch date in April. Our launch services consist of technology enabled dance classes in our proprietary studios, production facilities and social media broadcasting & competitions.
Founder & Team
The founder is Shariq Plasticwala. He is a graduate of IIT Bombay & Stanford GSB. He was part of the founding team of Amazon India where he played a key role for over 8 years. Among his roles at Amazon, he was the CEO of Amazon’s first joint venture in India and a Board Member of Amazon’s payments business. The other members of the founding team consist of senior executives from Shiamak Davar & Byju’s.
Role
We are looking for an experienced Frontend engineer with ReactJS development experience to join our team.
Here’s are some of the things you might have to do on any given day:
- Implement responsive and performant UIs with user centered approach with frontend technologies including ReactJS, Javascript(ES 6), Typescript, SCSS, etc
- Write meaningful test cases for frontend &
- Develop Infrastructure for delivering services using a performance driven approach, build databases, schedule automated jobs, etc
Ideal Background / Experience
- At least 12 months of diverse experience in web development for product or services oriented environment with exposure to working production deployments
- Expertise in programming using Python/ReactJS or similar scripting languages
- In-depth exposure to technologies used in web-based SaaS products, including REST APIs
- Sound understanding of Postgres and NoSQL databases such as MongoDB
Nice to have exposure to any of
- AWS
- Azure
- ELK
- Object Relational Models (SQLAlchemy, etc)
- Google APIs
- Microservices Architecture Pattern
- NodeJS / ExpressJS
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· 3-5 years professional experience in designing and developing web portals and large-scale web applications. · Must have strong hands-on experience of implementing Web application using JavaScript, JQuery, DOM, HTML5, CSS 3.0, LESS/SCSS, Bootstrap. · Experience with server side development and templating using TWIG, PHP, Python or similar language. · Strong grasp and experience with responsive web design and latest version of Bootstrap. · Experience with cross-browser and cross-platform (Desktop, Mobile, etc.) development and testing. · Experience optimizing front-end code for peak performance using speed and optimization testing tools (Pagespeed Insights, Lighthouse, Webpagetest, etc). · Solid familiarity with modern front-end build pipelines and tools. · Ability to understand business requirements and translate them into technical requirements. Previous experience with Version control with Git. |
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- Bachelor’s degree in Computer Science, Information Technology, or a similar field.
- At least 5-10 years' experience working as a React.js Developer.
- In-depth knowledge of JavaScript, CSS, HTML and front-end languages. Knowledge of REACT tools including React.js, Web pack, Enzyme, Redux, and Flux, Vuejs, Angular++, Python and latest technology skills.
- Experience with user interface design. Knowledge of performance testing frameworks including Mocha and Jest.
- Experience with browser-based debugging and performance testing software. Excellent troubleshooting skills. Good project management skills.
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Responsibilities:
Understand business and functional requirements to be developed.
Develop UI screens and Database interactions
Help applications teams to follow coding best practices, including our refence application scaffolding, build system and test coverage . Also the job involves writing React components for the application team if said component is not yet ready.
Framework development, Libraries Development , writing react components for the application.
Will be required to suggest improvements in the existing framework, suggest and implement best practices, be knowledgeable about the updated trends in UI development and ReactJS in particular.
Technical Skills:
Strong JavaScript experience using multiple frameworks and libraries across different project / applications.
Thorough understanding of React.js core principles along with React router , Redux workflows and data structures.
Thorough understanding of ES6, ES7, ES8 / newer specifications of ECMAScript
Strong knowledge in vanilla JavaScript, including DOM manipulation.
Knowledge of Isomorphic React.
Expertise with Web pack, gulp and other front end build tools (npm)
- Proficient in current React Versions and understanding of upcoming version(s) like 1.6.3.
Must have experience with Git.
Strong knowledge of CSS concepts and experience with pre-processors.
Understand Business requirement work with UX , business analyst teams to plan and translate mockups and wireframes to optimized , reusable , quality code.
Strong knowledge of code optimization techniques for maximum performance and cross browser compatibility along with authorization mechanism in multiple applications using different front-end frameworks.
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- In-depth knowledge in Core Python with Django building end to endapplications development.
- Experience in Web technologies-HTML, CSS, Javascript.
- Database - SQL Server/Postgres/ NoSQL database.
- Good understanding of Algorithms, data structures.
- Knowledge in ORM (Object Relational Mapper) libraries.
- Experience in integrating multiple data sources and databases into onesystem.
- Knowledge in REST / SOAP API
- Knowledge in version control tools like Git
- Experience with various cloud technologies.
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