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Machine Learning Scientist - ETL Pipelines


Protiviti


Location

India | India


Job description

Job Title : ML ScientistClient : Affine (1+year extendable - Contractual Role)Experience : 7 to 12 yearsLocation : India (Remote)Mode : WFHSalary : As Per Market StandardsJob Type : Full-timeABOUT Affine :Affine is a global leader in professional services and solutions at the forefront of AI, data engineering, and cloud technologies. With our distributed team of over 500 analytics professionals across North America, Europe, and Asia, we are dedicated to enabling global enterprises to transform and innovate through the power of AI (Artificial Intelligence), data engineering, and cloud technologies. We offer exciting career opportunities for professionals seeking to make a significant impact. Our diverse team represents a rich tapestry of talent, expertise, and cultural backgrounds. As an Affine employee, you'll be part of a dynamic and inclusive work environment that values collaboration, creativity, and continuous learning. Joining Affine means immersing yourself in a world of cutting-edge projects and solutions. We work closely with global clients spanning various sectors, including manufacturing, gaming, consumer packaged goods (CPG), media and entertainment, travel, and technology. As a member of our team, you'll have the opportunity to leverage your skills and contribute to transformative projects that shape industries and redefine the future. We believe in investing in our people and nurturing their growth. Affine is dedicated to your professional development and offers a range of learning opportunities, mentorship programs, and career advancement paths. We also encourage innovation and thought leadership through our strong connections with esteemed institutions like UC Berkeley and premier Indian Institutes of Technology (IITs), ensuring that you stay at the forefront of industry advancements. At Affine, we foster a culture of collaboration, where ideas are valued, and teamwork is celebrated. As you work alongside some of the brightest minds in the industry, you'll be inspired to push boundaries, solve complex challenges, and make a lasting impact on the world.JOB DESCRIPTION :- As Lead Machine Learning Scientist you will help lead the design and implementation in the project, you will also have the opportunity to apply your modeling and data science skills to a number of different areas, with a particular focus on recommendations, system design, and A/B testing. The project team applies cutting edge machine learning techniques to a wide variety of areas, including recommenders, computer vision, and natural language processing.Responsibilities :- Seek out new opportunities to apply data science and machine learning to the business (e.g., personalized recommendations, customer modeling and retention).- Collaborate with cross-functional teams to identify new opportunities for applying ML.- Lead the design, development, and deployment of ML models for core business problems.- Automate ETL pipelines for efficient data processing.- Prototype, evaluate, deploy and maintain new models in production- Design and execute A/B tests to measure the impact of your solutions- Discover new ways to analyze and interpret the data- Communicate progress and interpretation of experimental results to technical and business stakeholders- Lead the determination of next steps for each project.EXPERTISE AND QUALIFICATIONS :Qualifications Must-Have :- Strong experience with Machine Learning & Statistics, especially in Recommender systems.- Solid foundation on data structures and algorithms- Expertise in Python for numerical and statistical programming (Pandas, NumPy, Scikit-learn, PyTorch).- Ability to write complex SQL queries- Knowledge of A/B testing design and analysis- Experience in leading deployments and maintaining ML models- Minimum 2+ years of relevant experience in a similar role.- Experience with online businesses will be preferred and nice to have.- PhD or Masters in Computer Science, Engineering, Statistics, or related field preferredQualifications Good to Have : - Experience with big data technologies, such as Snowflake/Spark is preferred.- ETL Pipeline automationShift Timings : This position requires work hours alignment with UK Time Zone (i.e. 2pm to 11pm IST)Location : India - RemoteRequest you to fill in the details below and revert along with your updated Resume:Total experience:Relevant Exp(Machine Learning):- Current CTC:- Expected CTC:- Notice Period(please mention LWD in case of serving notice period: (ref:hirist.tech)


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