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ROLE: Ai ML Senior Developer

Exp: 5 to 8 Years

Location: Bangalore (Onsite)

About ProductNova

ProductNova is a fast-growing product development organization that partners with

ambitious companies to build, modernize, and scale high-impact digital products. Our teams

of product leaders, engineers, AI specialists, and growth experts work at the intersection of

strategy, technology, and execution to help organizations create differentiated product

portfolios and accelerate business outcomes.

Founded in early 2023, ProductNova has successfully designed, built, and launched 20+

large-scale, AI-powered products and platforms across industries. We specialize in solving

complex business problems through thoughtful product design, robust engineering, and

responsible use of AI.

Product Development

We design and build user-centric, scalable, AI-native B2B SaaS products that are deeply

aligned with business goals and long-term value creation.

Our end-to-end product development approach covers the full lifecycle:

1. Product discovery and problem definition

2. User research and product strategy

3. Experience design and rapid prototyping

4. AI-enabled engineering, testing, and platform architecture

5. Product launch, adoption, and continuous improvement

From early concepts to market-ready solutions, we focus on building products that are

resilient, scalable, and ready for real-world adoption. Post-launch, we work closely with

customers to iterate based on user feedback and expand products across new use cases,

customer segments, and markets.

Growth & Scale

For early-stage companies and startups, we act as product partners—shaping ideas into

viable products, identifying target customers, achieving product-market fit, and supporting

go-to-market execution, iteration, and scale.

For established organizations, we help unlock the next phase of growth by identifying

opportunities to modernize and scale existing products, enter new geographies, and build

entirely new product lines. Our teams enable innovation through AI, platform re-

architecture, and portfolio expansion to support sustained business growth.

Role Overview:

We are seeking an experienced AI / ML Senior Developer with strong hands-on expertise in large language models (LLMs) and AI-driven application development. The ideal candidate will have practical experience working with GPT and Anthropic models, building and training B2B products powered by AI, and leveraging AI-assisted development tools to deliver scalable and intelligent solutions.

Key Responsibilities:

1. Model Analysis & Optimization

Analyze, customize, and optimize GPT and Anthropic-based models to ensure reliability, scalability, and performance for real-world business use cases.

2. AI Product Design & Development

Design and build AI-powered products, including model training, fine-tuning, evaluation, and performance optimization across development lifecycles.

3. Prompt Engineering & Response Quality

Develop and refine prompt engineering strategies to improve model accuracy, consistency, relevance, and contextual understanding.

4. AI Service Integration

Build, integrate, and deploy AI services into applications using modern development practices, APIs, and scalable architectures.

5. AI-Assisted Development Productivity

Leverage AI-enabled coding tools such as Cursor and GitHub Copilot to accelerate development, improve code quality, and enhance efficiency.

6. Cross-Functional Collaboration

Work closely with product, business, and engineering teams to translate business requirements into effective AI-driven solutions.

7. Model Monitoring & Continuous Improvement

Monitor model performance, analyze outputs, and iteratively improve accuracy, safety, and overall system effectiveness.

Qualifications:

1. Hands-on experience analyzing, developing, fine-tuning, and optimizing GPT and Anthropic-based large language models.

2. Strong expertise in prompt design, experimentation, and optimization to enhance response accuracy and reliability.

3. Proven experience building, training, and deploying chatbots or conversational AI systems.

4. Practical experience using AI-assisted coding tools such as Cursor or GitHub Copilot in production environments.

5. Solid programming experience in Python, with strong problem-solving and development fundamentals.

6. Experience working with embeddings, similarity search, and vector databases for retrieval-augmented generation (RAG).

7. Knowledge of MLOps practices, including model deployment, versioning, monitoring, and lifecycle management.

8. Experience with cloud environments such as Azure, AWS for deploying and managing AI solutions.

9. Experience with APIs, microservices architecture, and system integration for scalable AI applications.

Why Join Us

• Build cutting-edge AI-powered B2B SaaS products

• Own architecture and technology decisions end-to-end

• Work with highly skilled ML and Full Stack teams

• Be part of a fast-growing, innovation-driven product organization

If you are a results-driven AiML Senior Developer with a passion for developing innovative products that drive business growth, we invite you to join our dynamic team at ProductNova.

We are looking for a MEAN Stack developer to join our Technology team. As a full-stack developer, you will work closely with our Technical Architectural members to develop microservices that focus on the educational needs of Parents and Students globally. If you have excellent programming skills and a passion for developing applications from scratch, we would like to meet you. Working at Early Steps Academy is one of the best opportunities to get first-hand experience in an early-stage startup, explore different domains, and achieve your career goals.

Qualifications:

• A minimum of 3 years of relevant experience.
• Strong programming skills in Javascript/Typescript with Object-oriented design.
• Hands-on expertise in building reusable components and independently publishable packages.
• Strong experience in HTML, Angular(2+)/React, ExpressJS, MongoDB, NodeJS, and CSS frameworks.
• Practitioner of IaC (AWS), CI/CD, and Containerization(Docker).
• Accessibility, Server Side Rendering, Pre-rendering, Serverless, and Agile.
• Ability to adapt quickly to a new direction.

Performance Testing

With C#/Java, and basic coding knowledge.     

At Regions, the Performance Engineer conducts a

wide range of quality control tests and analysis to ensure that software meets or exceeds specified standards and end-user requirements as well monitor the performance of the production systems.

Primary Responsibilities

• Collaborates with other engineers to develop

testing and monitoring approaches

• Focuses on assurance in the areas of error

rates, response times, and impact to infrastructure

• Designs, scripts, configures, and run

performance tests to validate production readiness of software applications and

infrastructure for stability and performance

• Supports testing needs of new projects,

infrastructure upgrades, and application enhancements by validating application

functionality against documented test cases

• Uses dashboards that enable efficient

monitoring of applications and systems running in production environments to

troubleshoot issues and report finding.

• Writing scalable, robust,, testable, efficient, and easily maintainable code

• Translating software requirements into stable, working, high performance software

• Playing a key role in architectural and design decisions, building toward an efficient micro services distributed architecture

• (Add other relevant responsibilities here)

• Strong knowledge of Go programming language, paradigms, constructs, and idioms

• Knowledge of common Goroutine and channel patterns

• Experience with the full site of Go frameworks and tools, including:

  • Dependency management tools such as Godep, Sltr, etc.
  • Go’s templating language
  • Go’s code generation tools, such as Stringer
  • Popular Go web frameworks, such as Revel
  • Router packages, such as Gorilla Mux

• Ability to write clean and effective Godoc comments

• Familiarity with code versioning tools (such as Git, SVN, and Mercurial)

• Integrate data from various back-end services and databases 
• Gather and refine specifications and requirements based on technical needs 
• Create and maintain software documentation 
• Stay plugged into emerging technologies/industry trends and apply them into operations and activities 

What are we looking for in the Ideal Candidate? 

• Proficient in creating Web (Responsive) applications using C#/.Net Framework 
• Experience developing/consuming REST APIs 
• Knowledge of multiple back-end languages (e.g. .Net Core) and JavaScript frameworks (e.g. Node.js) 
• Angular 8+ / AngularJS experience would be preferred. 
• Familiarity with databases (e.g.MSSQL, MySQL), and UI/UX design 
• Hands-on experience with code versioning systems like Git, SVN. 
• A clear understanding of client requirements & design specifications 
• Aggressive problem diagnosis and creative problem-solving skills 
• Ability to work and thrive in a fast-paced environment, learn rapidly, and master diverse web technologies and techniques. 

Attributes: 

• Team player, Positive Attitude 
• Proven ability to work well with others in a fast-paced, iterative product definition and development environment. 
• Able to work independently with little direct supervision and take initiative and be willing to mentor and solve problems

• Bachelors degree in Software Engineering, Computer Science, Information Technology or related
• Previous work experience as a Manual Testing in OTT Platform - MUST
• Complete understanding of STB, Set up box (MUST)
• Understanding of testing protocols
• Good analytical and troubleshooting skills
• Attention to detail
• Strong communication skills

Roles & Responsibilities:

• An individual contributor role with proven ability to design and define the test strategy.

• Ability to create test scenarios based on the requirements, specification and understanding the impact of the multiple features.
• Understanding of the architecture/design, covering various aspects of testing (functional, non-functional, stress, reliability, conformance, robustness).
• Complete ownership of the release with the ability to identify critical customer impacting defects based on requirements.
• Good knowledge of embedded and protocol stack testing, GPS, RF, driver or firmware related testing, writing test scenarios based on requirements and specs,
• Enhance & optimize the process of system testing and software testing.

Competencies:

• Requires Bachelor’s degree in Computer Science or Technology.
• Experience in building and maintaining automated tests.
• Knowledge of scripting languages like Python would be a huge plus.
• Good understanding of the test process and ability to do RCA.
• Knowledge of packet capturing tools like Wireshark
• Knowledge in Automotive domain,V2X would be added advantage.
• Knowledge on any of the traffic simulation tools like pre-scan , IPG or related tools would be added advantage.
• Good Communication and Mentoring skills.

Job Description

• ​Be able to drive a team of around 4 developers
• Should be able to effectively lead from the front, integrating developers, analysts and QA
• Should be able to pair, and effectively mentor junior developers
• The ability to think innovatively and turn ambiguous problem spaces into clear solutions
• Be an inspiration for the team and a trusted partner to our customers

Requirements

• Familiar with PHP or Ruby or NodeJS. Strong experience in Laravel and/or ReactJS a plus
• Familiarity with the entire development -> prod flow a strong plus (our dev owns the DevOps)
• Familiarity with performance tuning a web stack a strong plus
• Comfortable working in an Agile highly dynamic start-up environment
• Demonstrate leadership skill and be accustomed to driving results in a collaborative, cross-functional environment