Bangalore, Karnataka, India
Information Technology
Full-Time
PointAbout Inc.
Overview
Embark on an exciting journey into the realm of software development with 3Pillar! We extend an invitation for you to join our team and gear up for a thrilling adventure. As an AI/ML Lead, you will manage a team of data scientists, ML engineers, and developers to build AI-powered features, drive PoCs to production, and collaborate with stakeholders to deliver measurable business impact.
If you are passionate about discovering solutions hidden in large data sets to improve business outcomes, consider this your pass to the captivating world of Data Science and Engineering! 🚀💻
Responsibilities
If you are passionate about discovering solutions hidden in large data sets to improve business outcomes, consider this your pass to the captivating world of Data Science and Engineering! 🚀💻
Responsibilities
- Lead a team of AI ML engineers, providing technical guidance, mentorship, and support.
- Collaborate directly with client teams to understand business problems, explain technical solutions clearly, and lead the implementation of AI/ML features while representing 3Pillar’s technical excellence.
- Lead technical execution of AI/ML projects from experimentation to production.
- Translate business problems into AI/ML solutions and manage solution delivery.
- Guide team members on model selection, evaluation, fine-tuning, and Gen AI usage.
- Collaborate with product, data engineering, and software teams for integrated delivery.
- Conduct code reviews, ensure best practices, and contribute to model deployment pipelines.
- Maintain documentation and model governance as per responsible AI standards.
- Define project goals, scope, and deliverables in collaboration with stakeholders.
- Create scalable architecture and robust machine learning systems that meet business objectives of a software product.
- Collaborate with cross-functional teams to integrate machine learning solutions into existing products and workflows.
- Establish best practices and standards for machine learning development within the organization.
- Monitor and evaluate the performance of machine learning models in production and implement improvements as needed.
- Stay updated on industry trends and advancements in machine learning technologies.
- Implement, deploy, optimize AI/ML algorithms and models into production environments.
- Conduct experiments, perform data analysis, and present findings to stakeholders.
- Bachelor’s degree in Computer Science, Engineering, Mathematics, or a related field; a Master’s degree is preferred.
- 8+ years of experience in building AI models with ML, NLP and deep learning.
- Proven track record of successfully delivering machine learning projects from concept to production.
- Strong leadership, interpersonal skills, and ability to effectively communicate technical concepts to non-technical stakeholders.
- Excellent problem-solving abilities and attention to detail.
- Strong knowledge of AI/ML techniques, algorithms, and frameworks. Experience building and deploying ML models (classification, NLP, forecasting).
- Experience with cloud platforms such as AWS, Azure, or Google Cloud.
- Strong programming skills in Python, and familiarity with libraries such as PyTorch, TensorFlow, and Scikit-Learn.
- Solid understanding of machine learning concepts, algorithms, and statistical methods.
- Experience with computer vision libraries (OpenCV, etc.) and NLP libraries (spaCy, Hugging Face, etc.).
- Knowledge of MLOps practices and experience with CI/CD tools.
- Good understanding of using LLMs via APIs or fine-tuning open-source models.
- Hands-on with data prep (Pandas, Spark), feature engineering, model training and tuning.
- Knowledge of vector stores, embeddings, and LLMOps tools (LangChain, LlamaIndex, etc.).
- Experience with at least one cloud platform and CI/CD for ML (GitHub Actions, MLflow, etc.).
- Exposure to monitoring frameworks (evidently.ai, whylogs, or custom dashboards).
- Proven ability to work independently and with a team.
- Imagine a flexible work environment – whether it's the office, your home, or a blend of both. From interviews to onboarding, we embody a remote-first approach.
- You will be part of a global team, learning from top talent around the world and across cultures, speaking English everyday. Our global workforce enables our team to leverage global resources to accomplish our work in efficient and effective teams.
- We’re big on your well-being – as a company, we spend a whole trimester in our annual cycle focused on wellbeing. Whether it is taking advantage of fitness offerings, mental health plans (country-dependent), or simply leveraging generous time off, we want all of our team members operating at their best.
- Our professional services model enables us to accelerate career growth and development opportunities - across projects, offerings, and industries.
- We are an equal opportunity employer. It goes without saying that we live by values like Intrinsic Dignity and Open Collaboration to create cutting-edge technology AND reinforce our commitment to diversity - globally and locally.
- Join us and be a part of a global tech community! 🌍💼 Check out our Linkedin site and Careers page to learn more about what it’s like to be part of our #oneteam!
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