Position title
Machine Learning Architect
Panchkula, India - Posted on
June 1, 2024
Description
Job Description
We are looking for a Machine Learning Architect with 2-5 years of experience to join our dynamic team. As a Machine Learning Architect, you will be responsible for designing, developing, and deploying machine learning models to address a variety of business challenges. You will work closely with data scientists, software engineers, and other stakeholders to ensure the effective implementation of ML solutions. Your expertise in TensorFlow, Keras, PyTorch, and Scikit-learn will be critical in driving our machine-learning initiatives forward.
Skills
Key Skills
- Proficient in the Programming Language Python and system design principles.
- Expert in Machine Learning Libraries: TensorFlow, Keras, PyTorch, Scikit-learn.
- Sound knowledge of Data Manipulation and Analysis: NumPy, Pandas.
- Knowledge of Recommendation Systems, Sentiment Analysis, and NLP.
- Good Neural Network Architectures: CNNs, RNNs, LSTM, GANs.
- Good in Natural Language Processing (NLP): NLTK, spaCy, Word2Vec.
- Expert in Data Visualization: Matplotlib, Seaborn.
- MySQL, Postgres, MongoDB, Redis – Good knowledge of any of them is required.
- Good knowledge of vector search and graph databases.
- Knowledge of Large Language Model (LLM), Generative AI, and Prompt Engineering.
- Knowledge of CI/CD, and Kubernetes.
- Version Control: Git, Cloud Platforms: AWS, GCP, Azure.
- Data structures and algorithms, Problem-solving skills, and mathematical and statistical knowledge.
Responsibilities
Roles and Responsibilities
- The ideal candidate will be writing code, creating, maintaining and scaling ML models for our product.
- Serves as a mentor for the junior resources in the team.
- Able to take complete ownership of his/her and team’s tasks.
- Proactively identify technical weaknesses and recommend appropriate solutions.
- Passionate about technology and like to solve challenging problems.
Contacts
- Email:
[email protected]
Address:
Plot No. 198, Industrial Area Phase II, 134113, Panchkula, Haryana, India
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