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Full-Stack ML Engineer Job Opening In Central Singapore Community Development Council – Now Hiring Sum Capital Partners Pte Ltd


Job description

We are building a creator intelligence platform designed to give content creators and marketers a competitive edge.

Think of it as the Content analytics Tool for Content Creators

We are an ambitious, early-stage venture with the goal of becoming the go-to analytics and inspiration platform in the creator economy.



Job Description


We're looking for a Founding Full-Stack ML Engineer to take ownership of building our MVP and setting the technical foundation for the company.

You'll be the first technical hire and will have the opportunity to directly shape both the product vision and technical roadmap.

Responsibilities

  • Build the MVP end-to-end:

  • Ingest public video/account data (YouTube API first).

  • Transcribe audio (captions, Whisper/AssemblyAI fallback).

  • Extract on-screen text (OCR) for silent/text-only videos.

  • Rank videos by normalized engagement metrics.

  • Classify hook styles and structures using LLMs.
  • Generate AI-driven hook ideas and scripts.

  • Develop a clean, user-friendly web app:

  • Input box for profile links.

  • Instant report page with top content + insights.

  • Email capture and referral credit system.

  • Implement reliable infrastructure: queues, storage, retries, monitoring.

  • Ensure processing is cost-effective and scalable (<$0.10 per scan).

  • Work directly with the founder to iterate quickly and integrate user feedback.



Requirements

  • 4+ years building full-stack or ML-driven applications.

  • Strong skills in Python (FastAPI) and
  • Hands-on with ASR/NLP pipelines (Whisper, AssemblyAI, HuggingFace, OpenAI).

  • Experience working with APIs and headless browser automation (YouTube Data API, Playwright, Puppeteer).

  • Comfortable with Postgres, Redis/queues, and AWS/GCP deployments.

  • Ability to ship lean MVPs fast with pragmatic, production-ready code.

  • Product-first mindset: able to balance speed, user experience, and technical debt.



Nice to Have

  • Experience with TikTok/Instagram scraping or APIs.
  • Knowledge of OCR (PaddleOCR/Tesseract).

  • Previous work on creator economy tools or content analytics platforms.

  • Startup/early-stage experience, especially as the first technical hire.



What You'll Deliver in the First 90 Days

  • Week 2: YouTube MVP live (crawl → transcripts → rank → hooks → ideas → report page).

  • Week 4: Public landing page with referral credits and email capture.

  • Week 6–8: Add OCR for text-only videos; Notion/CSV export.

  • Week 9–12: Extend to TikTok ingestion; agency-style reports.



Why Join Us

  • Opportunity to be the founding engineer and shape a product from scratch.

  • Work directly with an experienced founder/operator scaling multiple ventures.

  • Huge opportunity in the creator economy + AI tools space.

  • Flexible, remote-first setup with a fast-iteration culture.

Required Skill Profession

Other General


  • Job Details

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Unlock Your Full Stack Potential: Insight & Career Growth Guide


Real-time Full Stack Jobs Trends (Graphical Representation)

Explore profound insights with Expertini's real-time, in-depth analysis, showcased through the graph here. Uncover the dynamic job market trends for Full Stack in Central Singapore Community Development Council, Singapore, highlighting market share and opportunities for professionals in Full Stack roles.

2562 Jobs in Singapore
2562
2341 Jobs in Central Singapore Community Development Council
2341
Download Full Stack Jobs Trends in Central Singapore Community Development Council and Singapore

Are You Looking for Full Stack ML Engineer Job?

Great news! is currently hiring and seeking a Full Stack ML Engineer to join their team. Feel free to download the job details.

Wait no longer! Are you also interested in exploring similar jobs? Search now: .

The Work Culture

An organization's rules and standards set how people should be treated in the office and how different situations should be handled. The work culture at Sum Capital Partners Pte Ltd adheres to the cultural norms as outlined by Expertini.

The fundamental ethical values are:

1. Independence

2. Loyalty

3. Impartiapty

4. Integrity

5. Accountabipty

6. Respect for human rights

7. Obeying Singapore laws and regulations

What Is the Average Salary Range for Full Stack ML Engineer Positions?

The average salary range for a varies, but the pay scale is rated "Standard" in Central Singapore Community Development Council. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.

What Are the Key Qualifications for Full Stack ML Engineer?

Key qualifications for Full Stack ML Engineer typically include Other General and a list of qualifications and expertise as mentioned in the job specification. The generic skills are mostly outlined by the . Be sure to check the specific job listing for detailed requirements and qualifications.

How Can I Improve My Chances of Getting Hired for Full Stack ML Engineer?

To improve your chances of getting hired for Full Stack ML Engineer, consider enhancing your skills. Check your CV/Résumé Score with our free Tool. We have an in-built Resume Scoring tool that gives you the matching score for each job based on your CV/Résumé once it is uploaded. This can help you align your CV/Résumé according to the job requirements and enhance your skills if needed.

Interview Tips for Full Stack ML Engineer Job Success

Sum Capital Partners Pte Ltd interview tips for Full Stack ML Engineer

Here are some tips to help you prepare for and ace your Full Stack ML Engineer job interview:

Before the Interview:

Research: Learn about the Sum Capital Partners Pte Ltd's mission, values, products, and the specific job requirements and get further information about

Other Openings

Practice: Prepare answers to common interview questions and rehearse using the STAR method (Situation, Task, Action, Result) to showcase your skills and experiences.

Dress Professionally: Choose attire appropriate for the company culture.

Prepare Questions: Show your interest by having thoughtful questions for the interviewer.

Plan Your Commute: Allow ample time to arrive on time and avoid feeling rushed.

During the Interview:

Be Punctual: Arrive on time to demonstrate professionalism and respect.

Make a Great First Impression: Greet the interviewer with a handshake, smile, and eye contact.

Confidence and Enthusiasm: Project a positive attitude and show your genuine interest in the opportunity.

Answer Thoughtfully: Listen carefully, take a moment to formulate clear and concise responses. Highlight relevant skills and experiences using the STAR method.

Ask Prepared Questions: Demonstrate curiosity and engagement with the role and company.

Follow Up: Send a thank-you email to the interviewer within 24 hours.

Additional Tips:

Be Yourself: Let your personality shine through while maintaining professionalism.

Be Honest: Don't exaggerate your skills or experience.

Be Positive: Focus on your strengths and accomplishments.

Body Language: Maintain good posture, avoid fidgeting, and make eye contact.

Turn Off Phone: Avoid distractions during the interview.

Final Thought:

To prepare for your Full Stack ML Engineer interview at Sum Capital Partners Pte Ltd, research the company, understand the job requirements, and practice common interview questions.

Highlight your leadership skills, achievements, and strategic thinking abilities. Be prepared to discuss your experience with HR, including your approach to meeting targets as a team player. Additionally, review the Sum Capital Partners Pte Ltd's products or services and be prepared to discuss how you can contribute to their success.

By following these tips, you can increase your chances of making a positive impression and landing the job!

How to Set Up Job Alerts for Full Stack ML Engineer Positions

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