QA

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

🧾 PDF Generation Developer

Full-time / Remote

We're looking for a junior or entry-level developer to join our team full-time and help us build and generate PDF documents quickly and efficiently using PDFmake.

This is a focused, straightforward role that involves converting structured data into clean, formatted PDF reports — such as financial summaries, client forms, or templated documentation.

While the work is a bit repetitive and requires attention to detail, it's an ideal position for someone who enjoys consistency, works well independently, and wants to gain real-world development experience in a production environment.

Experience with generating PDFs is not required — it's a simple, and you’ll quickly learn everything you need while working with us.

✅ What You'll Be Doing

• Use PDFmake to build and generate PDF documents from JSON or templated data
• Write clean and reusable code for repeated document structures
• Make small adjustments and fixes to existing PDF templates
• Occasionally assist with basic front-end (React) or back-end (NestJS) tasks — very minimal

🛠 Basic Requirements

• Solid knowledge of JavaScript or TypeScript
• Some hands-on experience with PDFmake or similar libraries (please share examples if available)
• Basic understanding of React and NestJS (enough to navigate and make small changes)
• Able to write clean, maintainable code with minimal supervision
• Good understanding of layout/positioning concepts (coordinates, grids, etc.)

🤝 Soft Skills We're Looking For

• Reliable, consistent, and self-motivated — you enjoy completing tasks without much variation
• Good communication in English (written and verbal)
• Organized and responsive — this role requires clear updates and attention to formatting details
• Open to feedback and iterative improvement

💼 What We Offer

• A stable, remote full-time role with consistent tasks
• Opportunity to improve and learn through production code
• Supportive and flexible team culture
• Note: This is a low-complexity role with a modest salary, ideal for someone early in their career or looking for focused, stable work.

We are looking for a web designer who will be responsible for creating great websites for our clients. Primary duties include conceptualizing and implementing creative ideas for client websites, as well as creating visual elements that are in line with our clients' branding.

Responsibilities-

1.      Conceptualizing ideas with clients.

2.      Establishing design guidelines, standards, and best practices.

3.      Maintaining the appearance of websites by enforcing content standards.

4.      Designing visual imagery for websites and ensuring that they are in line with branding for clients.

Requirements-

• Proficiency in graphic design software including Adobe Photoshop, Adobe Illustrator, and other visual design tools.
• Proficiency in front-end development web programming languages such as HTML and CSS, JQuery, and JavaScript.
• Good understanding of content management systems.
• Up-to-date experience with international web protocols, standards, and technologies.
• Creative and open to new ideas.
• Adaptable and willing to learn new techniques.
• Excellent communication skills.

Additional information-

Job type- Full time- in office

Minimum experience- 1 year 

• Gather & document requirements using tools like interviews, workshops, surveys, business process descriptions, use cases, etc.
• Interact with clients to do requirements gathering that will include the usage of various elicitation techniques like Document Analysis, Requirement Workshops, Focused Groups etc.
• Conduct business analysis and research to identify key metrics and opportunities for improvements
• Create various Scope Management Artifacts like WBS, Product Backlogs, Feature Sets, MRDs, PRDs, FRDs, Use Cases, Business Cases, User Stories etc.
• Provide vision and direction to the Agile development team and stakeholders throughout the project by leading the planning of product release plans and setting expectations for the delivery of new functionalities.
• Analyze the practicality of development requirements of new systems and upgrades to existing systems.
• Manage Project Scope and Scope creeps.
•  Raise Change Requests, interact with the Dev team and help in coming up with Impact analysis and estimates.
• Run the Capability Gaps analysis and deliver the report against it.
• Define the Business Case that can further result in Project Charter.
• Prioritize Requirements independently or in collaboration with Dev Team/Stakeholders using various prioritization techniques.
• Run a project in SCRUM Mode and write User Stories with every nitty-gritty even to a system level wherever required.
• Write and manage the scope of Jira and Confluence.
• Participate in user acceptance testing.

• 2+ years of experience in a similar role for web/mobile projects.

• Excellent documentation, verbal & written communication, and team collaboration skills.
• Sharp analytical and problem-solving skills.
• Outstanding presentation and leadership skills.
• Experience in iterative development methodologies like Agile.
• Technical Writing
• Experience with project management tools (Mention tools we are using or required )

Job Responsibilities

Primary:

• Responsible for security road map for EPDM application
• Train the CI-CD team on the required technologies security adoptation
• Lead the upskill program within the team
• Support Application architect with right inputs on security processes and tools
• Help setup DevSecOps for EPDM.
• Find Security vulnerability in development process and sealed secretes
• Support in defining the Three-tier architecture.

Secondary:

• Coordination with different IT stakeholders as and when needed
• Suggestion and Implementation of further tool chains towards DevOps and GitOps
• Responsible to train the peer colleagues

Skills:

Mandatory skill:

• Expert knowledge of container solutions. Must have >3 years of experience working with networking & debugging within Docker and Kubernetes.
• Hands-on experience with Kubernetes workload deployments using Kustomize & Helm.
• Good understanding of Bitnami, Hashicorp and other secrete management tools
• SAST/DAST integration in CI/CD pipeline - design, implementation Expert knowledge of Source Control Systems, build & integration tools (e.g., GIT, Jenkins & Maven).
• Hands-on experience with designing the CI/CD architecture & building pipelines (on On-prem, Cloud & Hybrid infrastructure services).
• Experience with Security log management tools (e.g. Splunk ELK/EFK stack, Azure monitor or similar).
• Experience with monitoring tools like Prometheus-Grafana & Dynatrace.
• Experience with Infrastructure as a Service / Cloud computing (preferably Azure).
• Expert in writing automation scripts in Yaml, Unix shell, linux shell.
• Pulumi would be added advantage.

We are looking for a kickass JavaScript developer who is proficient with React.js. Your primary focus will be on developing user interface components and implementing them following well-known React.js workflows (such as Flux or Redux). You will have to ensure that these components and the overall application are robust and easy to maintain. You will coordinate with the rest of the team working on different layers of the infrastructure. Therefore, a commitment to collaborative problem solving, sophisticated design, and quality products are important.

Requirements

• Strong proficiency in HTML, CSS and JavaScript, including DOM manipulation and the JavaScript object model
• Thorough understanding of React.js and its core principles
• Experience with popular React.js workflows (such as Flux or Redux)
• Experience with data structure libraries (e.g., Immutable.js)
• Knowledge of isomorphic React is a plus
• Familiarity with RESTful APIs
• Knowledge of modern authorization mechanisms, such as JSON Web Token
• Familiarity with modern front-end build pipelines and tools
• Ability to understand business requirements and translate them into technical implementations
• A knack for benchmarking and optimization
• Familiarity with code versioning tools (Git)

Responsibilities:

• Developing new user-facing features using React.js
• Building reusable components and front-end libraries for future use
• Translating designs and wireframes into high-quality code
• Optimizing components for maximum performance across a vast array of web-capable devices and browsers