Machine Learning (ML)Senior Machine Learning Engineer
š Location: Remote
š¼ Type: Full-Time
š° 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
Weāre 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
š 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.
š 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.
š 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.
š 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.
š 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
šÆ 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
šÆ 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.
š Apply now and help shape the future of voice security
Shubham Vishwakarma
Full Stack Developer - Averlon
About Momenta
About
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.
Candid answers by the company
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.
Company social profiles
Similar jobs
Must have strong skills on:
1) Implementation or supporting Microsoft NAV or Business Central application.
2) Ability to make recommendations for, and potentially implement, other modules and 3rd party add-ons.
3) Train SMEs/end users on how to use Microsoft Dynamics 365 Business Central.
4) Have a passion for supporting our customers in making the best use of Microsoft Dynamics 365 Business Central.
5) Familiarity with supporting remote manufacturing users from offshore is a plus.
6) Excellent Communication Skills
Good to have knowledge on:
1) Certification in Microsoft Dynamics 365 Business Central Functional consultant is a good to have.
2)You have a good knowledge of English and speaking in French is a plus.
3) Knowledge of European taxation in a broad sense.
Ā
Sitecore Developer
Work From Office
Locations: Bangalore, Hyderabad, Noida, Gurgaon
Exp:Ā 4 exp (relevant)
Notice Period: 15 days (Preferred Immediate joiners)
A candidate must have worked on sitecore version9 or above.
Machine Learning (ML)
Data Science
PythonWhat are the Key Responsibilities:
- Design NLP applications
- Select appropriate annotated datasets for Supervised Learning methods
- Use effective text representations to transform natural language into useful features
- Find and implement the right algorithms and tools for NLP tasks
- Develop NLP systems according to requirements
- Train the developed model and run evaluation experiments
- Perform statistical analysis of results and refine models
- Extend ML libraries and frameworks to apply in NLP tasks
- Remain updated in the rapidly changing field of machine learning
Ā
What are we looking for:
- Proven experience as an NLP Engineer or similar role
- Understanding of NLP techniques for text representation, semantic extraction techniques, data structures, and modeling
- Ability to effectively design software architecture
- Deep understanding of text representation techniques (such as n-grams, a bag of words, sentiment analysis etc), statistics and classification algorithms
- Knowledge of Python, Java, and R
- Ability to write robust and testable code
- Experience with machine learning frameworks (like Keras or PyTorch) and libraries (like sci-kit-learn)
- Strong communication skills
- An analytical mind with problem-solving abilities
- Degree in Computer Science, Mathematics, Computational Linguistics, or similar field
- Expertise in Typescript, Nodejs and Golang.Ā
- Prior working experience in Hyperledger 2.x.Ā
- Strong understanding ofĀ blockchain, smart contracts, consensus mechanisms and cryptography.Ā
- Proficiency in developing Chain codes/Smart Contracts.Ā
- Experience building front end applications using Angular.Ā
- Proficient in MongoDB.Ā
- Experience with Relation databases like MySQL, MSSQL.Ā
- Write application code, smart contracts, and unit test cases according to the quality guidelines.Ā
- Work across multiple teams, mentor junior developers and actively participate in code reviews.Ā
- Co-ordinate with architects to produce technical designs.Ā Ā
- Skilled in Docker, Kubernetes, Nginx, Git.Ā
- Knowledge of design patterns and best practices.Ā
- Document the development process, architecture, and standard components.Ā
- Awareness of CI/CD pipelines.
Data ScienceMachine Learning (ML)As an Associate Manager - Senior Data scientist you will solve some of the most impactful business problems for our clients using a variety of AI and ML technologies. You will collaborate with business partners and domain experts to design and develop innovative solutions on the data to achieve
predefined outcomes.
ā¢ Engage with clients to understand current and future business goals and translate business
problems into analytical frameworks
ā¢ Develop custom models based on an in-depth understanding of underlying data, data structures,
and business problems to ensure deliverables meet client needs
ā¢ Create repeatable, interpretable and scalable models
ā¢ Effectively communicate the analytics approach and insights to a larger business audience
ā¢ Collaborate with team members, peers and leadership at Tredence and client companies
Qualification:
1. Bachelor's or Master's degree in a quantitative field (CS, machine learning, mathematics,
statistics) or equivalent experience.
2. 5+ years of experience in data science, building hands-on ML models
3. Experience leading the end-to-end design, development, and deployment of predictive
modeling solutions.
4. Excellent programming skills in Python. Strong working knowledge of Pythonās numerical, data
analysis, or AI frameworks such as NumPy, Pandas, Scikit-learn, Jupyter, etc.
5. Advanced SQL skills with SQL Server and Spark experience.
6. Knowledge of predictive/prescriptive analytics including Machine Learning algorithms
(Supervised and Unsupervised) and deep learning algorithms and Artificial Neural Networks
7. Experience with Natural Language Processing (NLTK) and text analytics for information
extraction, parsing and topic modeling.
8. Excellent verbal and written communication. Strong troubleshooting and problem-solving skills.
Thrive in a fast-paced, innovative environment
9. Experience with data visualization tools ā PowerBI, Tableau, R Shiny, etc. preferred
10. Experience with cloud platforms such as Azure, AWS is preferred but not required
.NET
C#Responsibilities
Design, code, test and manage various applications
Collaborate with the engineering team and product team to establish the best products
Follow outlined standards of quality related to code and systems
Qualifications
Bachelor's degree in Computer Science or relevant field
2+ years of experience working with .NET C#
Experience developing web-based & desktop based applications in C#, HTML, JavaScript, VBScript/ASP, or .NET
Experience working with MS SQL Server and MySQL Knowledge of practices and procedures for full software design life cycle
Experience working in an agile development environment
NodeJS (Node.js)
MongoDB
ExpressĀ Ā Ā - Analyzing complex object-oriented programming structure
Ā Ā Ā - MVC model
Ā Ā Ā - Relational database
Ā Ā Ā - Database join clause
Ā Ā Ā - API integration
Ā - Other requirements
Ā Ā Ā - Passionate about effective programming
Ā Ā Ā - Responsibility for major tasks and chores
Ā Ā Ā - Good to have Javascript knowledge
Ā Ā Ā - Willing to resolve technical debt in the early step
Ā Ā Ā - Good understanding of sprint cycle in agile
Ā Ā Ā - Can communicate with developers and non-developers
Ā Ā Ā - Can work independently but a great collaborator
Ā Ā Ā - Good to have an experience with Node and MySQL
Ā Ā Ā - Serverless API experience is not counted
Ā Ā Ā - Good to have Git workflow knowledge
Ā Ā Ā - Good to have Github collaboration experience
React.js
HTML/CSS
JavascriptExperience : 2-3+ Years
Roles & Responsibilities :
1) Must have knowledge of HTML, CSS and Javascript.
2) Have good problem solving skills (Data Structure and Algorithms).
3) Have understanding of brower api's, DOM and REST API's.
4) Should have hands on experience in working with Typescript.
5) Should be able to work in a small team, understand requirement and deliver the required output.
6) Should be able to write extensible, performant and testable code in typescript.
7) Must have experience in developing SPA using React, Redux, React Hooks.
8) Should have working knowledge of Version Control Sytems like GIT.
9) Should be able to convert given UX design to working application.
HTML/CSSJavascriptWork Nature:
1. Understanding Business Requirements and converting those requirement in to Web Pages using HTML, CSS, JS and Photoshop/Illustrator.
2. Should have minimum 5 Web Page Designed/Shipped/Live
3. Can mentor/lead junior webpage designers regarding best practices
Ā
Desired Traits
1. Coachable, Flexible, and Embracing of Suitable Practices and Feedback as a means of
continuous improvement.
2. Ability to take initiative and work independently as well as in a team environment.
3. Able to demonstrate Integrity, Drive, and Natural Curiosity.
4. Experience in a good web agency is a plus.
Ā
Ā
NodeJS (Node.js)MongoDB
AngularJS (1.x)
Angular (2+)React.jsSkills and Qualification:Ā
Ā
- Experience in working MEAN stack / Full Stack platform
- Front-end developer with knowledge of coding into NODE/EXPRESS, JavaScript, Jquery & its plugins.
- js/Redux/React-native.
- Knowledge of different NPM packages (Session, Async etc.).
- Knowledge of Mongo dB/Mongoose/Nosql.
- Knowledge of Any one framework (Mean.io/Ionic/Meteor).
- Experience inĀ Backbone.js or Angular.js is a must.
- Knowledge of responsive design creation.
CSS3 / HTML / HTML5.
Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā Ā
Roles and responsibilities:
- Proficient in SQL, NoSQL, relational database design and methods for efficiently retrieving dataĀ
- Experience building complex and non-interactive systems batch, distributed, etc.
- Be responsible for the technical design and experience in guiding/mentoring others.
- Strong OOPS knowledge, including experience with design patterns
- Experience with relational databases like MySQL/Oracle
- Experience with enterprise application servers like Tomcat/Weblogic/Websphere.
- Exposure to Web Services SOAP and RESTFUL
- Exposure to Agile/Scrum, TDD, and Continuous Integration tools like Jenkins, Bamboo etc.
- Excellent analytical aptitude and problem solving skills.
- Excellent communication and customer interfacing skill
Ā
Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon