AI ML Engineer

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.

Job Description:

• 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 guardrails 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

Position: AI Prompt 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:

• You will be responsible for training the machine learning and deep learning model.
• Writing reusable, testable, and efficient code using Python
• Design and implementation of low-latency, high-availability, and performant applications
• Implementation of security and data protection
• Integration of data storage solutions and API Gateways
• Production change deployment and related support 

Skills and Qualifications:

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 etc., Proprietary, GPT-4 etc.

Computer Hardware: 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

Deep Learning Expertise

• Neural Networks
• Convolutional Neural Network
• Recurrent Neural Network

Knowledge of Generative Models

• Transformers and Attention networks
• Generative adversarial network
• Variational autoencoder

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.
• Chain Generation: 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.

We are looking for Senior Software Engineers responsible for designing, developing, and maintaining large scale distributed ad technology systems. This would entail working on several different systems, platforms and technologies.Collaborate with various engineering teams to meet a range of technological challenges. You will work with our product team to contribute and influence the roadmap of our products and technologies and also influence and inspire team members.

Experience

• 3 - 10 Years

Required Skills

• 3+ years of work experience and a degree in computer science or a similar field
• Knowledgeable about computer science fundamentals including data structures, algorithms, and coding
• Enjoy owning projects from creation to completion and wearing multiple hats
• Product focused mindset
• Experience building distributed systems capable of handling large volumes of traffic
• Fluency with Java, Vertex, Redis, Relational Databases
• Possess good communication skills
• Enjoy working in a team-oriented environment that values excellence
• Have a knack for solving very challenging problems
• (Preferred) Previous experience in advertising technology or gaming apps
• (Preferred) Hands-on experience with Spark, Kafka or similar open-source software

Responsibilities

• Creating design and architecture documents
• Conducting code reviews
• Collaborate with others in the engineering teams to meet a range of technological challenges
• Build, Design and Develop large scale advertising technology system capable of handling tens of billions of events daily

Education

• UG - B.Tech/B.E. - Computers; PG - M.Tech - Computer

What We Offer:

• Competitive salary and benefits package.
• Opportunities for professional growth and development.
• A collaborative and inclusive work environment.

Salary budget upto 50 LPA or hike20% on current ctc

you can text me over linkedin for quick response

React / React Native + Node.js Developer

Responsibilities:

• Utilizing React and/or React Native to design and develop UI components for the web and mobile apps based on JavaScript.
• Using libraries like Redux for data stores and fetch or axios to make asynchronous API calls and enhance website/mobile app performance.
• Own the coding/design of a sub-module
• Review the requirements and provide simple, workable solutions
• Optimising components for maximum performance across a vast array of web-capable devices and browsers
• Design and document the sub-module working with the tech-lead and implement the critical parts of the module
• Write test cases.
• Ensure coding standards, proper design patterns, and project management processes are followed
• Mentor and review the performance and code of your peers and junior programmers.
• Work independently and proactively to deliver production-ready code with minimal guidance

Requirements:

• Minimum 4  years of experience with React and/or React Native
• Strong experience in developing backend systems. Prior experience in Node.js with SQL and/or NoSQL is a plus.
• In-depth knowledge of Native (Android and iOS), JavaScript, CSS, HTML, and front-end frameworks.
• Experience with UI/UX designs and wireframes.
• Experience with RESTful APIs, offline storage and the document request model.
• Experience with Gradle, XCode and other native build tools.
• Knowledge & experience with browser-based debugging and performance testing frameworks and software like Mocha and Jest.
• Good project management skills.
• Ability to work in a team structure and deliver projects on time.
• Very strong analytical and problem-solving skills in a super-changing environment
• Good understanding of algorithms and data structures.

Experience required:  4+  years 

Location: Ahmedabad / Rajkot

Key Competencies:  React, React Native, Node.js, UI/UX design & wireframes, Redux, RESTful APIs

Role Title :  VB.Net Developer

Work Experience :

1. Minimum of 1 Year experience

       2 . Frontend and back-end development expertise

Skills & Knowledge

1. Good background with SQL Databases (writing queries, optimisation, query builders usage, ORMs)
2. Troubleshooting (ability to react in the most effective manner to eliminate technical issues)
3. Solution-Making (ability to propose the most effective technical solutions)
4. Ability to work on existing live projects and do the modifications as required. 
5. Ability to work independently and in a team as well

Educational Qualification

Graduates or Undergraduate

At FINPRO, we believe there is a better way to do most of the professional routines and reduce the burden on end-users. A more valuable, automated way, where customers can do their tasks with ease. We build intelligent solutions to help customers in the financial and marketing industry.

Job description:

We are looking for Angular developers to work on product delivery. Responsibilities will include implementing features in the front end using angular. You will work with other front developers to design and implement the web applications.

Tasks:

· Support and improve existing applications and their codebases

· Participate in the implementation and delivery of features

· Building reusable code and libraries for future use, following code style convention

· Ensure the technical feasibility of UI/UX designs

· Optimize application for maximum speed and scalability

· Assure that all user input is validated before submitting it to the back-end

· Collaborate with other team members and stakeholders

· Constantly propose new ideas to enhance the global UX

· Understanding of related front-end technologies for this SPA - React, Redux, GraphQL

Skill set:

· Minimum 4 years of experience with working in angular V2, and ideally experience with Angular 6

· Proficient knowledge of web markup, including HTML5, CSS3

· Perfect understanding of server-side CSS pre-processing platforms, such as SASS

· Perfect understanding of asynchronous request handling, partial page updates, and AJAX

· Proficient understanding of cross-browser compatibility issues and ways to work around them

· Proficient understanding of code versioning tools, such as Git / Gitlab

· Good understanding of SEO principles and ensuring that application will adhere to them

· Ability to work directly with Backend Developers to implement APIs and Software Logic to Angular Framework

· Experience working with python.

· Experience in working with AWS in a CI/CD environment

• BE Computer Science, MCA or equivalent
• Cloud app development experience
• Developed micro services
• Strong NodeJS experience
• Experience with RabbitMQ is a PLUS
• Experience with MQTT is a PLUS
• Fullstack experience and especially with ReactJS desired
• Experience with SQL and NOSQL databases
• Strong communication skills

• *You will be working on AI/IOT cloud and responsible for architecture and hands on coding.
• *We need someone who can engage in conversations about technical architecture with internal team and external customers.
• *You will be responsible for creating architecture document, writing pseudo code, explaining design and teststrategy,review work by others in the team, give good guidance, and ensuring the delivery of high-quality software.
• *We are looking for Can do it attitude, and ability to deliver with high velocity and high-quality at the same time.

Experience :  Minimum 1 year to 2 years experience required.

Education: Any Engineering Graduate

Work Location:  Anywhere in India (Remote Work)

Job Requirements:

• 1+ years of professional experience in Information Technology field as Front End Developer
• Strong experience in HTML, CSS, Java Script, JQuery and Bootstrap
• Knowledge of formal methods and techniques in software development
• Experience / Knowledge in the following technologies/languages/libraries/frameworks:
• Exposure server side programming using Python / PHP / Java / C#
• Experience with Version Control Software (GIT)
• Ability to work independently and direct a team of any size (small to medium or large)
• Excellent written and oral communication skills

If the above assignment and work practice are exciting you, then apply.  We will invite video call meeting for shortlisted candidates after assessment.

• 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.