2Coms | Jobs | Sde1/sde2 Machine Learning | BigDataKB.com | 02-04-22

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05/04/2022

Job Location: Mumbai

The Roles Key Objectives Include

Work on the deployment of machine learning and deep learning models.

Help in accelerating model inference using various compression tools like onnx, Torch script, TensorRT, OpenVINO ….etc. Develop and maintain a data streaming pipeline (both batch and real-time) for data integration and large-scale machine learning.

Deliver best practices recommendations and technical presentations around machine learning deployment including real-time modeling.

Maintain and further enhance the internal model feature store and optimize the feature engineering script.

Full life cycle implementation from requirements analysis, platform selection, technical architecture design, application design and development, testing, and deployment.

Responsible for the end-to-end deployment of predictive models including scoping, testing, implementation, maintenance, tracking, and optimization of predictive models.

Responsible for complete and accurate documentation of all development around machine learning engineering.

You Will Need To Have

2+ years of experience implementing and deploying machine learning and deep learning frameworks through distributions cluster and application programming in cloud platforms including AWS and GCP.

Basic Knowledge of tools/libraries such as TensorFlow, PyTorch, Keras, NumPy, pandas etc.

Strong understanding of data structures and algorithms and experience in Python. Some experience with computer vision(classification, segmentation, object detection) pipelines

Deep experience across systems integration, information management, data management and architecture, and business analytics.

Language: Python, Java, Scala, Unix bash script, REST API process.

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3	12/12/2024		Wipro	Top / Startup	Top Company	Startup		TV / Firm / Media / Entertainment	Mumbai	The Great Bharat (India)		Incident Manager	Unknown		Incident Mgmt.	ITIL	Pls See The Job Detail	Not disclosed	Other		Job Description Position Title - Incident Manager L2 Location - Airoli, Navi Mumbai During Major Incident End to end ownership of the Major Incident with the aim to minimize the time to restore. Coordination with all support engineers involved in the troubleshooting with the possibility to involve other support groups. Ensure a systematic process is followed for all Major Incidents from opening to closure. Assess Incident complexity and decide to apply the Crisis Management process if required: trigger and liaise with the Crisis Manager to manage communication with and escalation to Executive management. Track incident progress to resolution and responsible for communicating progress to higher management and transverse relevant teams. Prepare clear and concise comms and publish them based on the priority of the incident. Facilitate exchanges between the relevant support staff through setting up ad-hoc Conference Bridge / Business Chat groups and / or direct contacts. In particular, ensure diagnosis, action plans and key initiatives are shared with the relevant parties across technical towers and geographies. Drive discussions to a pragmatic outcome in a reasonable timeframe in order to ensure the key decisions are taken on time or escalated to higher management. As a last resort, responsible for choosing between resolution solutions, or escalating in case of disagreement between technical teams and after assessing all impacts with relevant stakeholders (Experts, Managers and / or Business line IT) Activate and manage the Incident WAR Room Regular Operations (no Major Incident) Coordinate the write up of the Incident Report, collecting inputs from all parties and ensuring high quality of the final document Organize Post-Incident Meeting to share / brainstorm on actions and suggestions to avoid similar incidents in the future or shorten resolution time. This involves writing and publishing organizational Incident Report which details organizational issues experienced during resolution and suggest improvements to speed up the team reactivity. 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Public Holiday Support ï¿½ Paris Holidays (Client Holiday) will be followed as public holidays and not India holidays Process & Tools ITSM tool- Service Now ï¿½ Ticketing tool for INC/SR/Change /Problem tickets Inhouse tools intermediate knowledge on ITIL Process & Practices Educational Qualifications Bachelorï¿½s degree or masterï¿½s degree in information/computer technology preferred Key Competencies: 8+yrs of relevant experience in Incident Management / Infrastructure / Application Support Experience of working in a banking environment. Customer service oriented, able to work in a dynamic and fast paced environment Excellent communication, interpersonal and troubleshooting skills Must be self-motivated and directed and demonstrate a keen attention to detail and possess the ability to work autonomously											1	Tools: ITIL, Monitoring Tools, Service Now			No
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31	12/12/2024		Netcore Cloud	Top / Startup	Top Company	Startup		IT / Software Dev	Mumbai	The Great Bharat (India)		Incident/ Application Head	President/ Head/ Director		Incident Mgmt.	AWS	Pls See The Job Detail	Not disclosed	Other		Job Title: Production/Incident & Application Support Manager Location: Thane Reports to: Sr VP Delivery head Department: Engineering ; Full-Time About us: At Netcore, innovation isnï¿½t just a buzzwordï¿½it's the core of everything we do. As the pioneering force behind the first and leading AI/ML-powered Customer Engagement and Experience Platform (CEE), we're dedicated to revolutionizing how B2C brands interact with their customers. Our state-of-the-art SaaS products are designed to foster personalized engagement throughout the entire customer journey, creating remarkable digital experiences for businesses of all sizes. Engineering at Netcore: Dive into a world where your work directly impacts engagement, conversions, revenue, and customer retention. 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Technical Skills: - Hands-on experience with Linux/Unix environments, cloud services (AWS, GCP, NetcoreCloud). - Proficiency in scripting and coding (Python, Php, Golang, Java, or similar languages) for automation purposes. - Solid understanding of CI/CD pipelines, version control (Git), and Alert & Application monitoring tools. Leadership & Soft Skills: - Proven leadership skills, with experience in team building, mentorship, and fostering a culture of accountability. - Strong interpersonal and communication skills, with the ability to interface effectively with technical and non-technical stakeholders. - Ability to manage multiple projects simultaneously, prioritize tasks, and work under pressure to meet deadlines. Preferred Qualifications: - Experience in the martech, Digital Marketing domain or working with large-scale, customer-facing SaaS applications. - Certification in SRE, DevOps, or cloud platforms (AWS, GCP). - Good application debugging skills, Product feature understanding skills. Why Join Us? - Be a part of an innovative and forward-thinking organization that values technology and continuous improvement. - Work with cutting-edge open-source frameworks and cloud technologies., SAAS Product. - Leadership opportunities with a direct impact on our customers and product success. Let's start a conversation and make magic happen together! Website - https://netcorecloud.com/											1	....h, Digital Marketing domain or working with large-scale, customer-facing SaaS applications. - Certification in SRE, DevOps, or cloud platforms (AWS, GCP). - Good application debugging skills, Product feature understanding skills. Why Join Us? - Be.... Tools: Ansible, AWS, Monitoring Tools			No					Yes

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