Data Science - Architect
at AI-driven platform designed for education,e-commerce sectors
Data Science
Machine Learning (ML)
PythonThe Job
The Architect, Machine Learning and Artificial Intelligence including Computer Vision will grow and lead a team of talented Machine Learning (ML), Computer Vision (CV) and Artificial Intelligence (AI) researchers and engineers to develop innovative machine learning algorithms, scalable ML system, and AI applications for Racetrack. This role will be focused on developing and deploying personalization and recommender system, search, experimentation, audience, and content AI solutions to drive user experience and growth.
The Daily
- Develop innovative data science solutions that utilize machine learning and deep learning algorithms, statistical and quantitative modelling approaches to support product, engineering, content, and marketing initiatives.
- Build and lead a world-class team of ML and AI scientists and engineers.
- Be a hands-on leader to mentor the team in latest machine learning and deep learning approaches, and to introduce new technologies and processes. Single headedly manage the MVP and PoCs
- Work with ML engineers to design solution architecture and develop scalable machine learning system to accelerate learning cycle.
- Identify data science opportunities that deliver business value.
- Develop ML/AI/CV roadmap and educate both internal and external stakeholders at all levels to drive implementation and measurement.
- Hands on experience in Image processing for auto industry
- BFSI domain knowledge is a plus
- Provide thought leadership to enable ML/AI applications.
- Manage products priorities and ensure timely delivery.
- Develop and evangelize best practices for scoping, building, validating, deploying, and monitoring ML/AI products.
- Prepare and present ML modelling results and analytical insights that help drive the business to senior leadership.
The Essentials
- 8 + years of work experience in Machine Learning, AI and Data Science with a proven track record to drive innovation and business impacts
- 4 + years of managing a team of data scientists, ML and AI researchers and engineers
- Strong machine learning, deep learning, and statistical modelling expertise, such as causal inference modelling, ensembles, neural networks, reinforcement learning, NLP, and computer vision
- Advanced knowledge of SQL and experience with big data platform (AWS, Snowflake, Spark, Google Cloud etc.)
- Proficiency in machine learning and deep learning languages and platforms (Python, R, TensorFlow, Keras, PyTorch, MXNet etc.)
- Experience in deploying machine learning algorithms and advanced modelling solutions
- Experience in developing advanced analytics and ML infrastructure and system
- Self-starter and self-motivated with the proven ability to deliver results in a fast-paced, high-energy environment
- Strong communication skills and the ability to explain complex analysis and algorithms to non-technical audience
- Works effectively cross functional teams to build trusted partnership
- Working experience in digital media and entertainment industry preferred
- Experience with Agile methodologies preferred
Shubham Vishwakarma
Full Stack Developer - Averlon
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• 8+ years of experience in data engineering, data science, or architecture roles.
• Experience designing enterprise-grade AI platforms.
• Certification in major cloud platforms (AWS/Azure/GCP).
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• Understanding of ML frameworks and tools: TensorFlow, PyTorch, Scikit-learn, MLflow, etc.
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PythonAbout Autonomize AI
Autonomize AI is on a mission to help organizations make sense of the world's data. We help organizations harness the full potential of data to unlock business outcomes. Unstructured dark data contains nuggets of information that when paired with human context will unlock some of the most impactful insights for most organizations, and it’s our goal to make that process effortless and accessible.
We are an ambitious team committed to human-machine collaboration. Our founders are serial entrepreneurs passionate about data and AI and have started and scaled several companies to successful exits. We are a global, remote company with expertise in building amazing data products, captivating human experiences, disrupting industries, being ridiculously funny, and of course scaling AI
The Opportunity
As a Senior Machine Learning Engineer at Autonomize, you will lead the development and deployment of machine learning solutions with an emphasis on large language models (LLMs), vision models, and classic NLP (Natural Language Processing) models. The ideal candidate will have a proven track record in these areas, particularly within healthcare contexts, and will play a significant role in advancing our AI-driven healthcare optimized AI Copilots and Agents..
What You’ll Do
- Help fine-tune or prompt engineer large language models (LLMs) for various healthcare applications across various customer engagements.
- Develop and refine our approach to handling vision based data using state-of-the-art VLM based models capable of processing and analyzing medical documents, healthcare forms in various formats and other visual data accurately.
- Create and enhance classic NLP models to understand and generate human language in healthcare settings, supporting clinical documentation, and patient interaction.
- Collaborate with multi-disciplinary teams including data scientists,ml engineers, healthcare clients, and product managers to deliver robust solutions.
- Ensure models are efficiently deployed and integrated into healthcare systems, maintaining high performance and scalability.
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- Conduct rigorous testing, validation, and tuning of models to ensure accuracy, reliability, and compliance with healthcare standards.
- Deep understanding of various training techniques including distributed training on GPUs and TPUs.
- Stay informed on the latest research, tools, and technologies in machine learning, particularly those applicable to language and vision processing in healthcare.
- Document methodologies, model architectures, and project outcomes effectively for both technical and non-technical audiences.
You’re a Fit If You Have
- Bachelor's or Master's degree in Computer Science, Engineering, Data Science, or a related field.
- 5-7 years of experience in machine learning engineering, with a significant track record in the developing production grade models and model pipelines in a regulated industry such as healthcare.
- Hands-on expertise in working with large language models (e.g., GPT, BERT), computer vision models, and classic NLP technologies.
- Proficient in programming languages such as Python, with extensive experience in ML libraries/frameworks like TensorFlow, PyTorch, OpenCV, etc.
- Strong understanding of deep learning techniques, model fine-tuning, hyper parameter optimization, and model optimization
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- Excellent analytical skills, with a problem-solving mindset and the ability to think strategically.
- Strong communication skills for articulating complex concepts to diverse audiences.
- Working knowledge or experience in MLOps and LLMOps using tools like mlflow, kubeflow
- Working knowledge of basic software engineering principles and best practices
- Demonstrated working knowledge and experience on classic ML techniques and frameworks.
- Nice to have : Knowledge of Cloud vendor based ML Platforms such as Azure ML, Sagemaker
Bonus Points:
- Owner mentality - For you, the buck stops at you, You own it, you will learn it, and you will get it done
- You are naturally curious. Always experimenting than hypothesising - You like to push boundaries, you figure things out and experiment your way through any problem
- You are passionate, unafraid & loyal to the team & mission
- You love to learn & win together
- You communicate well through voice, writing, chat or video, and work well with a remote/global team
- Large/Complex organization experience in deploying NLP/ML in production
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- Experience with Big Data technologies using Kafka, Spark, Hadoop, Snowflake
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- Outsized Opportunity: Join at the ground floor of a rapidly scaling, VC-backed startup
- Ownership, Autonomy & Mastery: Full-stack ownership of customer programs, with freedom to innovate
- Learning & Growth: Constant exposure to founders, customers, and new technologies—plus a professional development budget
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Follow CutshortShubham Vishwakarma
Full Stack Developer - Averlon