IDfy - Senior Machine Learning Engineer - Computer Vision/NLP (4-8 yrs)

Who are we ?

Eliminate Fraud.

Establish Trust

IDfy is an Integrated Identity Platform offering products and solutions for KYC, KYB, Background Verifications, Risk Mitigation, Digital Onboarding, and Digital Privacy.

We establish trust while delivering a frictionless experience for you, your employees, customers, and partners.

Only IDfy combines enterprise-grade technology with business understanding and has the widest breadth of offerings in the industry.

With more than 12+ years of experience and 2 million verifications per day, we are pioneers in this industry.

Our clients include HDFC Bank, Induslnd Bank, Zomato, Amazon, PhonePe, Paytm, HUL, and many others.

We have successfully raised $27M from Elev8 Venture Partners, KB Investment, and Tenacity Ventures!

About Team :

The machine learning team at IDfy is self-contained and responsible for building models and services that support key workflows.

Our models serve as gating criteria for these workflows and are expected to perform accurately and quickly.

We use a mix of conventional and hand-crafted deep learning models.

The team comes from diverse backgrounds and experiences and works directly with business and product teams to craft solutions for our customers.

We function as a platform, not a services company.

We are the match if you :

Are a mid-career machine learning engineer (or data scientist) with 4-8 years of experience in data science.

Must-Haves :

- Experience in framing and solving problems with machine learning or deep learning models.

- Expertise in either computer vision or natural language processing (NLP), with appropriate production system experience.

- Experience with generative AI, including fine-tuning models and utilizing Retrieval-Augmented Generation (RAG).

- Understanding that modeling is just a part of building and delivering AI solutions, with knowledge of what it takes to keep a high-performance system up and running.

- Proficiency in Python and experience with frameworks like PyTorch, TensorFlow, JAX, HuggingFace, Spacy, etc.

- Enthusiasm and drive to learn and apply state-of-the-art research.

- Ability to write APIs.

- Experience with AI systems and at least one cloud provider: AWS Sagemaker, GCP VertexAI, AzureML.

Good to Haves :

- Familiarity with languages like Go, Elixir, or an interest in functional programming.

- Knowledge and experience in MLOps and tooling, particularly Docker and Kubernetes.

- Experience with other platforms, frameworks, and tools.

Here's what your day would look like :

In this role, you will :

- Work on all aspects of a production machine learning system, including acquiring data, training and building models, deploying models, building API services for exposing these models, and maintaining them in production.

- Focus on performance tuning of models.

- Occasionally support and debug production systems.

- Research and apply the latest technology to build new products and enhance the existing platform.

- Build workflows for training and production systems.

- Contribute to documentation.

- While the emphasis will be on researching, building, and deploying models into production, you will also contribute to other aspects of the project.

Why Join Us ?

- Innovative, Impactful Projects : Work on cutting-edge AI projects that push the boundaries of technology and positively impact billions of people.

- Collaborative Environment : Join a passionate and talented team dedicated to innovation and excellence. Be part of a diverse and inclusive workplace where your ideas and contributions are valued.

- Mentorship Opportunities : Mentor interns and junior team members, with support and coaching to help you develop leadership skills.

Excited already ?

At IDfy, you will work on the entire end-to-end solution rather than just a small part of a larger process.

Our culture thrives on collaboration, innovation, and impact