Cognologix - Data Science Engineer - NLP/Machine Learning (4-7 yrs)

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.