Data Science Leader
23 hours ago
Cognologix Technologies is at the forefront of digital disruption, taking a business-first approach to help clients meet their strategic goals. As a Data Science leader, you will play a key role in our team's success.
Job Overview
We have an exciting opportunity for a Sr. Data Science Engineer to join our team. This is a full-time position that requires a strong background in data science and experience with cloud-native technologies. The successful candidate will be responsible for developing cutting-edge analytics solutions using machine learning and deep learning algorithms.
Key Responsibilities
* Perform high-level work independently or collaboratively as a project member or leader on multiple projects
* Collaborate with Product Management team to elicit AI/ML use case specific requirements, explore and evaluate approaches
* Own the end-to-end process from recognizing the problem to implementing the solution
* Develop NLP, Machine Learning, Deep Learning, Gen AI based applications & demos according to pre-sales requirements and needs
* Select appropriate datasets and data representation methods
* Explore new tools, technologies, frameworks in ML, DL, Gen AI technologies and experiments
* Keep abreast of developments in the field
* Mentor, guide junior team members
Requirements
* Sound knowledge in Linear Algebra, Statistics, Probability & various ML Algorithms (like KNN, SVM, Regression, Decision Trees, K-Means, Naive Bayes, GBM and Decision Forests etc)
* Experience in the Python data science ecosystem: Pandas, NumPy, SciPy, scikit-learn, NLTK etc.
* Familiarity with deep learning, machine learning and NLP/NLG frameworks (like Keras, TensorFlow or PyTorch etc.), HuggingFace Transformers and libraries (like scikit-learn, spacy, gensim, CoreNLP etc.)
* Experience with Natural Language Processing, Natural Language Understanding and Deep Learning algorithms
* Familiarity with deep learning architectures used for text analysis, computer vision and signal processing.
* Experience in Generative AI /LLM's frameworks & technologies
* Experience in Prompt Engineering & Langchain / LlamaIndex, Vector search, RAG frameworks, Agents
* Experience in Cloud-based services such as AWS (Primary), Azure or GCP
* Understanding of how to operationalize these models to run in an automated context
* Strong development experience using Python or R and SQL
* Excellent analytical, problem-solving and communication skills
Benefits
* Higher degree of autonomy, startup culture & small teams
* Opportunities to become an expert in emerging technologies
* Remote working options for the right maturity level
* Competitive salary ($120,000 - $180,000 per annum) and family benefits
* Performance-based career advancement
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