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Tier-1 employer, mid-level ML role in Bengaluru with broad skillset attracts many applicants.
Strong ML and systems requirements transfer across industries, but retail/ad-tech domain knowledge narrows fit somewhat.
Explicit 4+ years requirement plus mandatory ML, distributed systems, and deployment experience tightens shortlisting.
Own design and implementation of algorithmic solutions related to machine learning, deep learning, NLP, and computer vision, including model development, validation, and deployment to production.
Define problem statements and metrics for model performance, conduct feasibility studies considering business data and constraints.
Collaborate with engineers, scientists, and business partners to build scalable, high-performance algorithmic products and mentor junior team members.
Bachelor’s degree in Computer Science or equivalent experience.
4+ years of experience in software design, development, and algorithmic solutions.
Strong programming skills in Java, Python, or Scala with experience in distributed and large-scale systems.
Expertise in machine learning, deep learning, and big-data processing for applications such as targeting, personalization, and optimization.
Experienced in designing and deploying scalable ML pipelines and backend APIs in data-driven systems.
Skilled in optimization, simulation, and statistical modeling applied to real-world business problems.
Capable of evaluating trade-offs between model complexity and business needs, with strong analytical and problem-solving skills.