Key Responsibilities:
Understanding the business requirements
Implement and deploy ML algorithms and models into production environments.
Optimize and fine-tune AI/ML models to improve accuracy and efficiency, and maintain the documentation.
Write clean, scalable, and optimized code for ML models and APIs.
Conduct experiments, perform data analysis, and present findings to stakeholders.
Stay up-to-date with the latest AI/ML research and technologies and apply them to improve our platform.
Minimum Qualifications:
Bachelors or Masters degree in Computer Science, Engineering, Mathematics, or related fields.
2-4 years of experience in working with Python, training / optimizing ML models , NLP and deep learning.
Knowledge of Neural Networks; CNNs, RNNs, VAE.
Experience with TensorFlow / Keras, PyTorch, Jupyter Notebooks / Anaconda
Knowledge of Matplotlib, Seaborn, or Plotly
Experience with any cloud platforms such as AWS, Azure, or Google Cloud.
Solid understanding of machine learning concepts, algorithms, and statistical methods.
Experience with data preprocessing, cleaning, and feature engineering techniques.
Strong analytical, problem-solving skills, attention to detail, ability to work independently and with a team.
Excellent communication skills, with the ability to present complex technical concepts to both technical and non-technical audiences.
Understanding of data privacy, AI Ethics and model governance
Experience with computer vision libraries (OpenCV, etc.) and NLP libraries (spaCy, Hugging Face, etc.).
Knowledge of MLOps practices and experience with CI/CD tools.
Understanding of Software Engineering frameworks and methodologies.
Good to have knowledge of NLP techniques and tools, such as SpaCy, NLTK.
Working experience with Generative AI problems will be an added advantage
Additional Experience Desired:
What is it like working for 3Pillar Global?
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.
At 3Pillar, we offer a world of opportunity:
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!
Skills Required
- Bachelor's or Master's degree in Computer Science, Engineering, Mathematics, or related field.
- 2-4 years experience working with Python, training and optimizing ML models, NLP and deep learning.
- Knowledge of neural network architectures (CNNs, RNNs, VAE).
- Experience with TensorFlow or Keras.
- Experience with PyTorch.
- Experience using Jupyter Notebooks / Anaconda.
- Experience with data visualization libraries such as Matplotlib, Seaborn, or Plotly.
- Experience with cloud platforms (AWS, Azure, or Google Cloud).
- Solid understanding of machine learning concepts, algorithms, and statistical methods.
- Experience with data preprocessing, cleaning, and feature engineering techniques.
- Experience with computer vision libraries (OpenCV) and NLP libraries (spaCy, Hugging Face).
- Knowledge of MLOps practices and experience with CI/CD tools.
- Strong analytical and problem-solving skills; ability to work independently and in a team.
- Excellent communication skills; able to present technical concepts to technical and non-technical audiences.
- Understanding of data privacy, AI ethics, and model governance.
- Understanding of software engineering frameworks and methodologies.
- Familiarity with additional NLP tools such as NLTK.
- Working experience with generative AI problems.
What We Do
3Pillar Global builds breakthrough software products that power digital businesses. 3Pillar is an innovative product development partner whose solutions drive rapid revenue, market share, and customer growth for industry leaders in Software and SaaS, Media and Publishing, Information Services, and Retail. Leveraging a lean and agile approach, 3Pillar delivers value-generating, digital solutions with specialized product strategy and management, user experience design, as well as software and data engineering expertise across mobile, cloud, and disruptive technologies.
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