Techno Functional BA

Senior Machine Learning Engineer

📍 Location: Remote

💼 Type: Full-Time

💰 Salary: $800 - $1,000 USD / month

Apply at: https://forms.gle/Fwti67UeTEkx2Kkn6

About Us

At Momenta, we're committed to creating a safer digital world by protecting individuals and businesses from voice-based fraud and scams. Through innovative AI technology and community collaboration, we're building a future where communication is secure and trustworthy.

Position Overview

We’re hiring a Senior Machine Learning Engineer with deep expertise in audio signal processing and neural network-based detection. The selected engineer will be responsible for delivering a production-grade, real-time deepfake detection pipeline as part of a time-sensitive, high-stakes 3-month pilot deployment.

Key Responsibilities

📌 Design and Deliver Core Detection Pipeline

Lead the development of a robust, modular deepfake detection pipeline capable of ingesting, processing, and classifying real-time audio streams with high accuracy and low latency. Architect the system to operate under telecom-grade conditions with configurable interfaces and scalable deployment strategies.

📌 Model Strategy, Development, and Optimization

Own the experimentation and refinement of state-of-the-art deep learning models for voice fraud detection. Evaluate multiple model families, benchmark performance across datasets, and strategically select or ensemble models that balance precision, robustness, and compute efficiency for real-world deployment.

📌 Latency-Conscious Production Readiness

Ensure the entire detection stack meets strict performance targets, including sub-20ms inference latency. Apply industry best practices in model compression, preprocessing optimization, and system-level integration to support high-throughput inference on both CPU and GPU environments.

📌 Evaluation Framework and Continuous Testing

Design and implement a comprehensive evaluation suite to validate model accuracy, false positive rates, and environmental robustness. Conduct rigorous testing across domains, including cross-corpus validation, telephony channel effects, adversarial scenarios, and environmental noise conditions.

📌 Deployment Engineering and API Integration

Deliver a fully containerized, production-ready inference service with REST/gRPC endpoints. Build CI/CD pipelines, integration tests, and monitoring hooks to ensure system integrity, traceability, and ease of deployment across environments.

Required Skills & Qualifications

🎯 Technical Skills:

ML Frameworks: PyTorch, TensorFlow, ONNX, OpenVINO, TorchScript

Audio Libraries: Librosa, Torchaudio, FFmpeg

Model Development: CNNs, Transformers, Wav2Vec/WavLM, AASIST, RawNet

Signal Processing: VAD, noise reduction, band-pass filtering, codec simulation

Optimization: Quantization, pruning, GPU acceleration

DevOps: Git, Docker, CI/CD, FastAPI or Flask, REST/gRPC

🎯 Preferred Experience:

Prior work on audio deepfake detection or telephony speech processing

Experience with real-time ML model deployment

Understanding of adversarial robustness and domain adaptation

Familiarity with call center environments or telecom-grade constraints

Compensation & Career Path:

Competitive pay based on experience and capability. ($800 - $1,000 USD / month)

Full-time with potential for conversion to a core team role.

Opportunity to lead future research and production deployments as part of our AI division.

Why Join Momenta?

Solve a global security crisis with cutting-edge AI.

Own a deliverable that will ship into production at scale.

Join a fast-growing team with seasoned founders and engineers.

Fully remote, high-autonomy environment focused on deep work.

🚀 Apply now and help shape the future of voice security

 Roles and responsibilities

• Work with founders, to understand business objectives and customer insights
• Work with product, engineering and customers to co-create the product with early customers
• Prepare wireframes, mockups, and prototypes to take ideas from inception to execution
• Build a design strategy, establish high-quality design processes, and create a culture of design within.
• Drive user research to identify problems and experiment with solutions; inform the product roadmap by advocating for user needs
• Strategize, develop, and extend the visual design systems and pattern libraries

• 4+ years of relevant experience
• Self-driven individual with high ownership and a strong work ethic
• Ability to turn complex design problems into beautiful, intuitive solutions
• Ability to collaborate with cross-functional teams to define, design and ship new features
• Aesthetic appeal - you have an eye for beautiful designs/visuals
• Expertise in product thinking & user empathy; being able to identify the key user needs and connect them with effective solutions
• Excellent craft skills, such as visual storytelling, pixel-perfect UI design, and prototyping
• Excellent communication skills, both verbal and written
• Comfortable running a full design process from beginning to end
• Ability to conduct user research studies

Job Summary:

The company is seeking a highly motivated individual to join our growing team. The ideal candidate will play a pivotal role in scaling our business by closing deals, generating leads, and managing strategic partnerships. This role offers the unique opportunity to work closely with a visionary entrepreneur and shape the future of community-building in the digital space.

Key Responsibilities:

Sales and Deal Closure:

-Identify and target potential clients in the US and India who can benefit from the company's SDKs and community-building solutions.

-Build and maintain a strong sales pipeline, track leads, and convert opportunities into profitable deals.

-Negotiate contracts and agreements to secure new business partnerships.

Lead Generation:

-Implement a comprehensive lead generation strategy, including outbound prospecting, networking, and leveraging industry events.

-Collaborate with marketing to create and optimize lead-generation campaigns.

Partnership Management:

-Identify and cultivate strategic partnerships with other companies and platforms to enhance the company's offerings.

-Manage and nurture existing partnerships to drive mutual growth and success.

-Collaborate with cross-functional teams to ensure the successful execution of partnership initiatives.

Qualifications:

-2+ years of proven experience in business development, sales, or related roles in SaaS/PaaS/AI industry

-Previous entrepreneurial experience is highly desirable

-Strong negotiation and communication skills

The responsibilities and duties section is the most important part of the job description. Please read them below and if interested, do go ahead and apply!

Roles and Responsibilites:

• Manages talent acquisition process, including sourcing, testing, interviewing, hiring and onboarding
• Keeps job descriptions up-to-date, accurate and compliant with relevant federal, state and local laws for all positions
• Develops training and performance management program that ensures all employees are familiar with their job responsibilities, as well as relevant legal and safety requirements
• Creates and updates compensation strategy through market analysis and pay surveys
• Handles investigation and resolution of employee issues, concerns and conflicts
• Ensures all employment practices comply with federal, state and local regulations

• Recruiting and interviewing skills
• Phone, MS Teams, and online meeting platform skills
• Familiarity with relevant HR Terms
• Good Communication and interpersonal skills
•  IT Recruitment experience.

Job description:- 

• Strong experience with Angular 2+ and above along with other technologies like HTML5, CSS, jQuery and YUI.
• Strong knowledge of JS Fundamentals.
• Design & development of Angular applications as per desired specifications, along with experience in frameworks/libraries like jQuery, Bootstrap etc.
• Own end-to-end product modules/features (from the requirement to going live)- Design & code review, troubleshoot & help team members on issues.
• Gather requirements by interacting directly with the end-users.
• Research on open source framework/technology required for developing the feature/application

We are looking for an experienced IOS developer who can help make our IOS app even more spectacular for the highest performing professionals globally.

About Track

The calendar is a tool that can assist you to achieve your highest human potential. Being productive with your time and collaborating efficiently with others is key to it. And Track (https://thetrackapp.com) is the fastest calendar experience ever. We've redesigned the calendar from the ground up to be fast, simple, effortless and also fun.

The Team

We are a small and efficient team and speed is part of everything we build and do

We are backed by amazing investors from India and US who have cofounded startups which had massive exits and the investors are currently on boards of Unicorn startups.

The Founder has over 12 years of experience in technology, studied and worked in the US for 8 years, and has cofounded a startup before.

Expected Skills :- 

1. Abillity to write API calls that work efficiently in the background
2. Ideally worked with Realm DB but SQLLite is fine 
3. Ability to take a design and create a replica using programmatic code. We don't use Storyboard. 
4. Should have great knowledge of Architecture patterns like MVC, MVVM 
5. Ability to work with Notifications 
6. ideally should have worked on Extensions
7. Excellent debugging skills
8. Excellent problem solving skills 
9. should understand how to make asyncronous non blocking API calls. 
10. Having worked on a Chat application that uses Websockets, or XMPP or Firebase would be a big bonus .
11. Having worked with OAuth2 flows or Google apis would alos be a big bonus

Personal Skills 
1. Go getter attitude. Should look for things that can improve and then go ahead and make them better. 

How we hire? 

You typically do a project that can be completed within a week. If the quality is great, we will pay you for it. Sometimes that's good enough. Sometimes we may to a problem solving / algorithm interview after that. 

Position: Backend Developer 1 / Backend Engineer:

Location: Bangalore

Experience:  .5 to 4 years, preferably in an agile environment

Strong Knowledge Node.js and MongoDB
Good Knowledge on Flask, SQL and other databases
Good Knowledge on Deployment Process (Nginix, Docker, AWS, Digital Ocean)
Basic Knowledge on Python