Cognologix - Data Science Engineer - NLP/Machine Learning

We have opening for Sr.Data Science Engineer, please find below JD for reference. You will work on : We are looking for self driven Data Professional to be a key member of our Data Practice. We help many of our clients make sense of their large investments in data - be it building analytics solutions or machine learning applications or Generative AI based solution. You will work on cutting edge cloud-native technologies to build meaningful insights. Job Location : Pune/Remote. Experience : 4-7 years. What you will do (Responsibilities) : - Perform high-level work both independently and collaboratively as a project member or leader on multiple projects. - Collaborate with Product Management team, elicit AI/ML use case specific requirements, explore and evaluate approaches. - Own the end-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. What you bring (Skills) : - 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. Great if you know (Skills) : - Experience with Scrum and/or other Agile development processes. - Exposure to MlOps - model and experiment versioning, hyper parameter tuning, model deployment and monitoring aspects. - Sound understanding of data visualization aspects. - Ability to lead R&D and POC efforts . - Experience in pre-sales is desirable. - Team player with self-drive to work independently. - A track record of delivery within a number of large-scale projects, demonstrating ownership of architecture solutions and managing change. - Experience in manipulating and analyzing complex, high-volume, high-dimensionality data from varying sources. Advantage Cognologix : - A 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 & family benefits. - Performance based career advancement. About Cognologix : Cognologix helps companies disrupt by reimagining their business models and innovate like a Startup. We are at the forefront of digital disruption and take a business-first approach to help meet our client's strategic goals. We are a Data focused organization helping our clients to deliver their next generation of products in the most efficient, modern, and cloud-native way. (ref:hirist.tech)

Location: pune, IN

Posted Date: 2/5/2025