Urgent! Software Development Engineer II - Machine Learning Models Job Opening In Bengaluru – Now Hiring HyreSnap
<p><b>Description :</b><br/><br/>As an SDE II - Machine Learning, you will be a core contributor in designing, building, and scaling ML-driven systems that power our real-time ad platforms.
You'll be responsible for full-stack ML development from data engineering and model development to scalable deployment, working closely with product, data science, and engineering teams.<br/><br/><b>Responsibilities :</b><br/><br/>- Build and deploy machine learning models for ranking, bid optimization, and click-through rate prediction.<br/><br/></p><p><br/>- Design scalable and fault-tolerant data pipelines and services that serve real-time and batch ML workloads.<br/><br/></p><p><br/>- Work with large volumes of structured and unstructured data to extract meaningful patterns.<br/><br/></p><p><br/>- Collaborate with data scientists to convert prototypes into production-ready systems.<br/><br/></p><p><br/>- Build systems to intelligently target ads and content by combining contextual and behavioral signals.<br/><br/></p><p><br/>- Use LLM learning to improve ad relevance, page understanding, and user targeting.<br/><br/></p><p><br/>- Continuously experiment and optimize models based on user feedback and system performance.<br/><br/><b>Some Interesting Challenges You'll Solve :</b><br/><br/>- Predicting CTRs and revenue across millions of unique URLs and topics in real-time.<br/><br/></p><p><br/>- Solving cold-start problems with sparse data using explore-exploit frameworks.<br/><br/></p><p><br/>- Matching contextual and behavioral data for enhanced user targeting.<br/><br/></p><p><br/>- Designing real-time bidding systems that optimize for revenue and win rate.<br/><br/></p><p><br/>- Leveraging LLMs/NLP to extract intent and context from web content.<br/><br/><b>Requirments :</b><br/><br/>- 3-6 years of hands-on experience in software development and ML engineering.<br/><br/></p><p><br/>- Strong programming and debugging skills, preferably in Python and Java.<br/><br/></p><p><br/>- Experience building and deploying ML models in production environments.<br/><br/></p><p><br/>- Solid understanding of ML algorithms (e.
g., decision trees, gradient boosting, deep learning).<br/><br/></p><p><br/>- Hands-on experience with large-scale data processing tools (e.
g., Spark, Hadoop).<br/><br/></p><p><br/>- Ability to design low-latency, high-throughput systems.<br/><br/></p><p><br/>- Strong problem-solving and analytical skills.<br/><br/><b>Tech Stack :</b><br/><br/>- Languages: Python, Java, Node.js .<br/><br/></p><p><br/>- ML/Big Data: Apache Spark, Hadoop, TensorFlow/PyTorch, Kafka.<br/><br/></p><p><br/>- Databases: SQL, MongoDB, Redis, and Elasticsearch.<br/><br/></p><p><br/>- Cloud: GCP or similar.<br/><br/><b>Bonus Points :</b><br/><br/>- Prior experience with ad tech, recommender systems, or real-time bidding.<br/><br/></p><p><br/>- Publications or contributions to ML research or open-source projects.<br/><br/></p><p><br/>- Experience with NLP, LLMs, or Information Retrieval.<br/><br/></p><p><br/>- Exposure to auction theory or game-theoretic modeling.</p> (ref:hirist.tech)
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Unlock Your Software Development Potential: Insight & Career Growth Guide
Real-time Software Development Jobs Trends in Bengaluru, India (Graphical Representation)
Explore profound insights with Expertini's real-time, in-depth analysis, showcased through the graph below. This graph displays the job market trends for Software Development in Bengaluru, India using a bar chart to represent the number of jobs available and a trend line to illustrate the trend over time. Specifically, the graph shows 240986 jobs in India and 17726 jobs in Bengaluru. This comprehensive analysis highlights market share and opportunities for professionals in Software Development roles. These dynamic trends provide a better understanding of the job market landscape in these regions.
Great news! HyreSnap is currently hiring and seeking a Software Development Engineer II Machine Learning Models to join their team. Feel free to download the job details.
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The fundamental ethical values are:The average salary range for a Software Development Engineer II Machine Learning Models Jobs India varies, but the pay scale is rated "Standard" in Bengaluru. Salary levels may vary depending on your industry, experience, and skills. It's essential to research and negotiate effectively. We advise reading the full job specification before proceeding with the application to understand the salary package.
Key qualifications for Software Development Engineer II Machine Learning Models typically include Computer Occupations and a list of qualifications and expertise as mentioned in the job specification. Be sure to check the specific job listing for detailed requirements and qualifications.
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