Machine Learning (ML)
Amazon Web Services (AWS)At iDreamCareer, we’re on a mission to democratize career guidance for millions of young learners across India and beyond. Technology is at the heart of this mission — and we’re looking for an Engineering Manager who thrives in high-ownership environments, thinks with an enterprising mindset, and gets excited about solving problems that genuinely change lives.
This is not just a management role. It’s a chance to shape the product, scale the platform, influence the engineering culture, and lead a team that builds with heart and hustle.
As an Director-Engineering here, you will:
- Lead a talented team of engineers while remaining hands-on with architecture and development.
- Champion the use of AI/ML, LLM-driven features, and intelligent systems to elevate learner experience.
- Inspire a culture of high performance, clear thinking, and thoughtful engineering.
- Partner closely with product, design, and content teams to deliver delightful, meaningful user experiences.
- Bring structure, clarity, and energy to complex problem-solving.
- This role is ideal for someone who loves building, mentoring, scaling, and thinking several steps ahead.
Key Responsibilities
Technical Leadership & Ownership
- Lead end-to-end development across backend, frontend, architecture, and infrastructure in partnership with product and design teams.
- Stay hands-on with the MERN stack, Python, and AI/ML technologies, while guiding and coaching a high-performance engineering team.
- Architect, develop, and maintain distributed microservices, event-driven systems, and robust APIs on AWS.
AI/ML Engineering
- Build and deploy AI-powered features, leveraging LLMs, RAG pipelines, embeddings, vector databases, and model evaluation frameworks.
- Drive prompt engineering, retrieval optimization, and continuous refinement of AI system performance.
- Champion the adoption of modern AI coding tools and emerging AI platforms to boost team productivity.
Cloud, Data, DevOps & Scaling
- Own deployments and auto-scaling on AWS (ECS, Lambda, CloudFront, SQS, SES, ELB, S3).
- Build and optimize real-time and batch data pipelines using BigQuery and other analytics tools.
- Implement CI/CD pipelines for Dockerized applications, ensuring strong observability through Prometheus, Loki, Grafana, CloudWatch.
- Enforce best practices around security, code quality, testing, and system performance.
Collaboration & Delivery Excellence
- Partner closely with product managers, designers, and QA to deliver features with clarity, speed, and reliability.
- Drive agile rituals, ensure engineering predictability, and foster a culture of ownership, innovation, and continuous improvement
Required Skills & Experience
- 8-15 years of experience in full-stack or backend engineering with at least 5+ years leading engineering teams.
- Strong hands-on expertise in the MERN stack and modern JavaScript/TypeScript ecosystems.
- 5+ years building and scaling production-grade applications and distributed systems.
- 2+ years building and deploying AI/ML products — including training, tuning, integrating, and monitoring AI models in production.
- Practical experience with SQL, NoSQL, vector databases, embeddings, and production-grade RAG systems.
- Strong understanding of LLM prompt optimization, evaluation frameworks, and AI-driven system design.
- Hands-on with AI developer tools, automation utilities, and emerging AI productivity platforms.
Preferred Skills
- Familiarity with LLM orchestration frameworks (LangChain, LlamaIndex, etc.) and advanced tool-calling workflows.
- Experience building async workflows, schedulers, background jobs, and offline processing systems.
- Exposure to modern frontend testing frameworks, QA automation, and performance testing.
Shubham Vishwakarma
Full Stack Developer - Averlon
About iDreamCareercom
About
iDreamCareer is India’s most trusted Career Guidance company, working with leading pvt schools, CSR & govt and career counsellors, since 2012. We are the Technical Partner to CBSE for Career Guidance, and were the first Career Guidance company to feature on Shark Tank India.
BlueSpring is our private school program, while for govt school students, we implement PathShila, in partnership with CSR & other social impact bodies like the UN.
Both BlueSpring and PathShila have three foundational pillars - Process, People & Platform (PPP).
Process - refined over the last 13 years and is designed to be holistic and customised for each school / partner.
People - we manage iDC Council: India’s largest community of 550+ active certified career counselors. Today, our certification is accredited by Boston University Wheelock College of Education & Human Development.
Platform - iDC ONE is India’s most comprehensive Career Guidance tech platform, designed for students, counsellors & school management.
This PPP approach has enabled us to achieve the highest counseling efficacy in the Career Guidance ecosystem. And this is how we deliver a structured, unbiased, informed & empathetic career counselling for students.
At iDC, we do what we do so that ultimately, we can build a world where every child gets to have a joyful career & a meaningful life.
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Location: Bhopal / Bangalore (On-site)
Experience Required: 7+ Years
Industry: Fintech / SaaS / Software Development
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Machine Learning (ML)
Deep LearningAbout us
Skit (previously known as http://vernacular.ai/" target="_blank">Vernacular.ai) is an AI-first SaaS voice automation company. Its suite of speech and language solutions enable enterprises to automate their contact centre operations. With over 10 million hours of training data, its product - Vernacular Intelligent Voice Assistant (VIVA) can currently respond in 16+ languages, covering over 160+ dialects and replicating human-like conversations.
Skit currently serves a variety of enterprise clients across diverse sectors such as BFSI, F&B, Hospitality, Consumer Electronics and Travel & Tourism, including prominent clients like Axis Bank, Hathway, Porter and Barbeque Nation. It has been featured as one of the top-notch start-ups in the Cisco Launchpad’s Cohort 6 and is a part of the World Economic Forum’s Global Innovators Community. It has has also been listed in Forbes 30 Under 30 Asia start-ups 2021 for its remarkable industry innovation.
We are looking for ML Research Engineers to work on the following problems:
- Spoken Language Understanding and Dialog Management.
- Language semantics, parsing, and modeling across multiple languages.
- Speech Recognition, Speech Analytics and Voice Processing across multiple languages.
- Response Generation and Speech Synthesis.
- Active Learning, Monitoring and Observability mechanisms for deployments.
Responsibilities
- Design, build and evaluate Machine Learning solutions.
- Perform experiments and statistical analyses to draw conclusions and take modeling decisions.
- Study, implement and extend state of the art systems.
- Take part in regular research reviews and discussions.
- Build, maintain and extend our open source solutions in the domain.
- Write well-crafted programs at all levels of the system. This includes the data pipelines, experiment prototypes, fast and scalable deployment models, and evaluation, visualization and monitoring systems.
Requirements
- Practical Machine Learning experience as demonstrated by earlier works.
- Knowledge of and ability to use tools from theoretical and practical aspects of computer science. This includes, but is not limited to, probability, statistics, learning theory, algorithms, software architecture, programming languages, etc.
- Good programming skills and ability to work with programs at all levels of a finished Machine Learning product. We prefer language agnosticism since that exemplifies this point.
- Git portfolios and blogs are helpful as they let us better evaluate your work.
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- How we use that information; and
- How to access and update that information.
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- Your resume or CV, cover letter, previous and/or relevant work experience or other experience, education, transcripts, or other information you provide to us in support of an application and/or the application and recruitment process;
- Information from interviews and phone-screenings you may have, if any;
- Details of the type of employment you are or may be looking for, current and/or desired salary and other terms relating to compensation and benefits packages, willingness to relocate, or other job preferences;
- Details of how you heard about the position you are applying for;
- Reference information and/or information received from background checks (where applicable), including information provided by third parties;
- Information about your educational and professional background from publicly available sources, including online, that we believe is relevant to your application or a potential future application (e.g. your LinkedIn profile); and/or
- Information related to any assessment you may take as part of the interview screening process.
Your information will be used by Skit for the purposes of carrying out its application and recruitment process which includes:
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- Verifying your information and carrying out reference checks and/or conducting background checks (where applicable) if you are offered a job;
- Communications with you about the recruitment process and/or your application(s), including, in appropriate cases, informing you of other potential career opportunities at Skit;
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Java
AngularJS (1.x)
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upGrad is an online education platform building the careers of tomorrow by offering the most industry-relevant programs in an immersive learning experience. Our mission is to create a new digital-first learning experience to deliver tangible career impact to individuals at scale. upGrad currently offers programs in Data Science, Machine Learning, Product Management, Digital Marketing, and Entrepreneurship, etc. upGrad is looking for people passionate about management and education to help design learning programs for working professionals to stay sharp and stay relevant and help build the careers of tomorrow.
- upGrad was awarded the Best Tech for Education by IAMAI for 2018-19
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- Understand the industry requirements and develop courses to help students meet high standards
- Plan and execute student competency assessment and engagement to ensure extraordinary learning experience
- Quickly learn complex concepts and ensure quality of content, instructional design and overall course experience
- Collaborate with business development team to meet content production deliverables
- Define & structure content development process; work with educational content across all levels
- Structure, grow and lead content development team including research assistants, video producers, scriptwriters etc.
- Work closely with senior faculty, freelancers and global industry leaders
Here is a peak into the role : https://www.youtube.com/watch?v=RTUAwnRk5Oc" target="_blank">https://www.youtube.com/watch?
Skills Required
- BE/B.tech Computer science background (Bachelor’s/Master’s degree, BCA/ MCA,
- Online/ self taught/MOOC) OR a degree in Maths/Statistics.
- 4+ years of experience in e-Learning and/or creating customised higher education programs
- Experience in software development (backend/full-stack web development) , Data science is valuable.
- Excellence in problem solving and structuring of complex processes in new terrains
- Master in Higher Education/ Technology, Education & Innovation is preferred
- Experience in (digital) pedagogic content production; preferably higher education is preferred
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Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon