DE

Senior Data Scientist - Manager

Deloitte

6 months ago

10+ years

Work From Office

Hyderabad, Telangana, India

  • Deliver exceptional client service. Maximizes results and drives high performance from people while fostering collaboration across businesses and geographies
  • Design, train, and deploy machine learning and deep learning models to AWS, Databricks, and Dataiku platforms.
  • Utilize Machine Learning Operations (MLOps) pipelines, including knowledge of containerization (Docker) and CI/CD for training and deploying models.
  • Large Language Models (LLM)

    Retrieval Augmented Generation (RAG)

    Aws

    Data Bricks

    Dataiku

    MLOps

    Agile Methodologies

    Version Control

    OOPS

    Job description & requirements

    Work you will do.


    Technology:


    · Deliver exceptional client service. Maximizes results and drives high performance from people while fostering collaboration across businesses and geographies

    · Interfacing with business customers and leadership to gather requirements and deliver complete Data Engineering, Data Warehousing, and BI solutions.

    · Design, train, and deploy machine learning and deep learning models to AWS, Databricks, and Dataiku platforms.

    · Develop, design, and/or advise on Large Language Model (LLM) solutions for enterprise-wide documentation (e.g., Retrieval-Augmented Generation (RAG), Continued Pre-training (CPT), Supervised Fine-tuning (SFT), etc.)

    · Utilize Machine Learning Operations (MLOps) pipelines, including knowledge of containerization (Docker) and CI/CD for training and deploying models.

    · Maintain structured documentation of project development stages, including the utilization of GitHub and/or Jira for version control and project management.

    · Demonstrate effective communication skills with the ability to provide expertise and break down complex analytical solutions to explain to clients.

    · Remain current with latest industry trends and developments in data science and/or related fields, with the ability to learn new skills and knowledge to advance the skillset of our Data Science team.

    · Apply thorough attention to detail, and carefully review data science solutions for accuracy and quality.


    Leadership:

    · Develop high-performing teams by providing challenging and meaningful opportunities, and acknowledge their contributions to the organization's success.

    · Establish the team's strategy and roadmap, prioritizing initiatives based on their broader business impact.

    · Demonstrate leadership in guiding both US and USI teams to deliver advanced technical solutions across the GPS practice.

    · Serve as a role model for junior practitioners, inspiring action and fostering positive behaviors.

    · Pursue new and challenging initiatives that have a positive impact on our Practice and our personnel.

    · Establish a reputation as a Deloitte expert and be acknowledged as a role model and senior member by client teams.

    · Support and participate in the recognition and reward of junior team members.


    People Development:


    · Actively seek, provide, and respond to constructive feedback.

    · Offer development guidance to the GSi team, enhancing their people, leadership, and client management skills.

    · Play a pivotal role in recruitment and the onboarding of new hires.

    · Engage in formal performance assessment activities for assigned staff and collaborate with Practice leadership to address and resolve performance issues.

    · Serve as an effective coach by helping counselees identify their strengths and opportunities to capitalize on them.

    · Foster a "One Team" mindset among US and USI team members.




    Qualifications:


    Required/Preferred:


    · Bachelor's degree, preferably in Management Information Systems, Computer Science, Software Engineering, or related IT discipline

    · Minimum of 10+ years of relevant experience with data science technologies and analytics advisory or consulting firms.

    · Strong knowledge of LLMs and RAG.

    · Familiarity with AWS, Databricks, and/or Dataiku platforms.

    · Working knowledge of MLOps, including familiarity with containerization (e.g., Docker).

    · Excellent troubleshooting skills and the ability to work independently.

    · Strong organizational skills, including clear documentation of projects and ability to write clean code.

    · Familiarity with agile project methodology and/or project development lifecycle.

    · Experience with GitHub for version control.

    · Excellent communication and presentation skills, with the ability to explain complex data science concepts to non-technical audiences.

    · Ability to complete work in an acceptable timeframe and manage a variety of detailed tasks and responsibilities simultaneously and with accuracy to meet deadlines, goals, and objectives and satisfy internal and external customer needs related to the job.

    · Extensive experience with MLOps and associated serving frameworks (i.e., Flask, FastAPI, etc.) and orchestration pipelines (e.g., Sage Maker Pipelines, Step Functions, Metaflow, etc.).

    · Extensive experience working with open source LLMs (e.g., serving via TGI / vLLM, performing CPT and/or SFT, etc.).

    · Experience using various AWS Services (e.g., Textract, Transcribe, Lambda, etc.).

    · Proficiency in basic front-end web development (e.g., Streamlit).

    · Knowledge of Object-Oriented Programming (OOP) concepts.

    · At least 3-4 years of people management skills are required.

    ·


    Work Location: Hyderabad

    Timings: 2 PM – 11PM

    Experience :

    10+ years

    Job Domain/Function :

    Data Science

    Job Type :

    Work From Office

    Employment Type :

    Full Time

    Number Of Position(s) :

    1

    Educational Qualifications :

    Bachelor's Degree

    Location :

    Hyderabad, Telangana, India, Hyderabad, Telangana, India

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