Data Science Engineer

3+ years of experience

You will work on:

We are looking for a self-driven Data Science Professional to be a key member of our Data & AI Practice. We help many of our clients in building advanced analytics solutions (from traditional ML to deep learning, Computer Vision, Gen AI & Automation). You will work on some of the cutting-edge AI technologies to build meaningful products & solutions.

Job Location: Pune

What you will do (Responsibilities):

• Perform high-level work both independently and collaboratively as a project member.
• Collaborate with the Product Management team, elicit AI/ML use case-specific requirements, explore and evaluate approaches
• Develop Computer Vision, NLP, Deep Learning, multi-modal Gen AI-based applications & demos according to the requirements and needs.
• Select appropriate datasets and data representation methods.
• Explore new tools, technologies, frameworks in ML, DL, CV, Gen AI technologies, and experiments.
• Mentor, guide junior team members

What you bring (Skills):

• 3+ years of

  end-to-end project lifecycle experience

  (Analysis, Design, Development, Testing, Deployment & Monitoring)

  in building enterprise grade AI applications

• Sound knowledge in Linear Algebra, Statistics, Probability

• Strong Knowledge & Experience in Python and Python data science ecosystem

  : Pandas, NumPy, SciPy, scikit-learn, NLTK etc.

• Experience with machine learning, deep learning,

  and/or NLP/NLG frameworks (like Keras, TensorFlow or PyTorch etc.), HuggingFace Transformers and libraries (like scikit-learn, spacy, CoreNLP etc.)
• Knowledge of training and deploying deep learning models for computer vision tasks.
• Knowledge of

  image processing, filtering, object detection frameworks

  (e.g., YOLO, Faster R-CNN, Mask R-CNN),

  image segmentation techniques

  (semantic, instance, panoptic), and

  image classification

  .
• Sound Knowledge in Generative AI /LLM’s models, frameworks, tools & technologies.
• Experience in Prompt Engineering & Langchain / LlamaIndex, Vector search, RAG frameworks, Function Calling, Agentic Frameworks, Document Processing
• Experience in Cloud-based services such as AWS (Preferred), Azure or GCP

• Experience with async programming and RESTful APIs (FastAPI)

• Sound understanding of CI-CD, Containerization & Orchestration
• Excellent analytical, problem solving and communication skills

Great if you know (Skills):

• Experience with Scrum and/or other Agile development processes
• Exposure to MlOps, LLMOps – model and experiment versioning, hyper parameter tuning, model deployment and monitoring aspects
• Sound understanding of data visualization aspects

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.