Data Scientists

What You’ll Do:

We are looking for a Staff Software Engineer based in Pune, India who can master both DeepIntent’s data architectures and pharma research and analytics methodologies to make significant contributions to how health media is analyzed by our clients. This role requires an Engineer who not only understands DBA functions but also how they impact research objectives and can work with researchers and data scientists to achieve impactful results.  

This role will be in the Analytics Organization and will require integration and partnership with the Engineering Organization. The ideal candidate is a self-starter who is inquisitive who is not afraid to take on and learn from challenges and will constantly seek to improve the facets of the business they manage. The ideal candidate will also need to demonstrate the ability to collaborate and partner with others.  

• Serve as the Engineering interface between Analytics and Engineering teams.
• Develop and standardize all interface points for analysts to retrieve and analyze data with a focus on research methodologies and data-based decision-making.
• Optimize queries and data access efficiencies, serve as an expert in how to most efficiently attain desired data points.
• Build “mastered” versions of the data for Analytics-specific querying use cases.
• Help with data ETL, table performance optimization.
• Establish a formal data practice for the Analytics practice in conjunction with the rest of DeepIntent
• Build & operate scalable and robust data architectures.
• Interpret analytics methodology requirements and apply them to data architecture to create standardized queries and operations for use by analytics teams.
• Implement DataOps practices.
• Master existing and new Data Pipelines and develop appropriate queries to meet analytics-specific objectives.
• Collaborate with various business stakeholders, software engineers, machine learning engineers, and analysts.
• Operate between Engineers and Analysts to unify both practices for analytics insight creation.

Who You Are:

• 8+ years of experience in Tech Support (Specialised in Monitoring and maintaining Data pipeline).
• Adept in market research methodologies and using data to deliver representative insights.
• Inquisitive, curious, understands how to query complicated data sets, move and combine data between databases.
• Deep SQL experience is a must.
• Exceptional communication skills with the ability to collaborate and translate between technical and non-technical needs.
• English Language Fluency and proven success working with teams in the U.S.
• Experience in designing, developing and operating configurable Data pipelines serving high-volume and velocity data.
• Experience working with public clouds like GCP/AWS.
• Good understanding of software engineering, DataOps, and data architecture, Agile and DevOps methodologies.
• Experience building Data architectures that optimize performance and cost, whether the components are prepackaged or homegrown.
• Proficient with SQL, Python or JVM-based language, Bash.
• Experience with any of Apache open-source projects such as Spark, Druid, Beam, Airflow etc. and big data databases like BigQuery, Clickhouse, etc. 
• Ability to think big, take bets and innovate, dive deep, hire and develop the best talent, learn and be curious.

Job Description:

1.Be a hands on problem solver with consultative approach, who can apply Machine Learning & Deep Learning algorithms to solve business challenges

a. Use the knowledge of wide variety of AI/ML techniques and algorithms to find what combinations of these techniques can best solve the problem

b. Improve Model accuracy to deliver greater business impact

c.Estimate business impact due to deployment of model

2.Work with the domain/customer teams to understand business context , data dictionaries and apply relevant Deep Learning solution for the given business challenge

3.Working with tools and scripts for sufficiently pre-processing the data & feature engineering for model development – Python / R / SQL / Cloud data pipelines

4.Design , develop & deploy Deep learning models using Tensorflow / Pytorch 

5.Experience in using Deep learning models with text, speech, image and video data

a.Design & Develop NLP models for Text Classification, Custom Entity Recognition, Relationship extraction, Text Summarization, Topic Modeling, Reasoning over Knowledge Graphs, Semantic Search using NLP tools like Spacy and opensource Tensorflow, Pytorch, etc

b.Design and develop Image recognition & video analysis models using Deep learning algorithms and open source tools like OpenCV

c.Knowledge of State of the art Deep learning algorithms

6.Optimize and tune Deep Learnings model for best possible accuracy

7.Use visualization tools/modules to be able to explore and analyze outcomes & for Model validation eg: using Power BI / Tableau

8.Work with application teams, in deploying models on cloud as a service or on-prem

a.Deployment of models in Test / Control framework for tracking

b.Build CI/CD pipelines for ML model deployment

9.Integrating AI&ML models with other applications using REST APIs and other connector technologies

10.Constantly upskill and update with the latest techniques and best practices. Write white papers and create demonstrable assets to summarize the AIML work and its impact.

· Technology/Subject Matter Expertise

• Sufficient expertise in machine learning, mathematical and statistical sciences
• Use of versioning & Collaborative tools like Git / Github
• Good understanding of landscape of AI solutions – cloud, GPU based compute, data security and privacy, API gateways, microservices based architecture, big data ingestion, storage and processing, CUDA Programming
• Develop prototype level ideas into a solution that can scale to industrial grade strength
• Ability to quantify & estimate the impact of ML models.

· Softskills Profile

• Curiosity to think in fresh and unique ways with the intent of breaking new ground.
• Must have the ability to share, explain and “sell” their thoughts, processes, ideas and opinions, even outside their own span of control
• Ability to think ahead, and anticipate the needs for solving the problem will be important

·        Ability to communicate key messages effectively, and articulate strong opinions in large forums

· Desirable Experience:

• Keen contributor to open source communities, and communities like Kaggle
• Ability to process Huge amount of Data using Pyspark/Hadoop
• Development & Application of Reinforcement Learning
• Knowledge of Optimization/Genetic Algorithms
• Operationalizing Deep learning model for a customer and understanding nuances of scaling such models in real scenarios
• Optimize and tune deep learning model for best possible accuracy
• Understanding of stream data processing, RPA, edge computing, AR/VR etc
• Appreciation of digital ethics, data privacy will be important
• Experience of working with AI & Cognitive services platforms like Azure ML, IBM Watson, AWS Sagemaker, Google Cloud will all be a big plus
• Experience in platforms like Data robot, Cognitive scale, H2O.AI etc will all be a big plus

• Design and implement overall recruiting strategy
• Develop and update job descriptions and job specifications
• Source and recruit candidates by using appropriate Job Portal, Databases, social media
• Detailed Screening of candidates resumes and job
• Conduct interviews using various reliable recruiting and selection tools/methods to filter candidates within schedule.
• Hands on experience with various selection processes (Telephonic interviewing, reference check )
• Foster long-term relationships with candidates and
• Review and understand technical job
• Advertising jobs on careers pages, job boards, and social media
• Responsible for end-to-end recruitment (interview, offer, negotiation and closed candidates for assigned requisitions)
• HR Documentation.

• Ability to build strong relationships
• Self-confidence and self-starter
• Good knowledge and working experience of Microsoft Office
• Familiar with sourcing techniques
• Good written and verbal communication skills

Experience: 1 ~ 3 Years

• Any degree (UG /PG)
• Diploma / PG Diploma in Human resource Management

• Firmware Design and Development experience on different micro-controllers.
  
• C/C++ programming
  
• Linux Commands Operating System Concepts
  
• board bring up, embedded software, Kernel Build, Yocto
  
• Shell scripting Networking Concepts Openwrt OS Concepts
  
• Must have good Communication and Presentable skills.
  
• Experience on any Wifi, Bluetooth, GSM modules is a plus.
  
• Design, develop, code, test and debug system software.

Urgent Opening For Regional Manager - North/ South/ West Region

Job Description:

• To set up and manage the distribution channel & sales force across the country, deliver topline, with the objective to maximise sales of company products within budgets.
• Manage distribution Channel sales across the country with right product mix, with P&L accountability.
• Identify, select, appoint partners, decide incentives & implement promotional programs.
• Provide feedback on market/customer requirement in order to support product creation.
• Ensure Legal compliance / statutory requirements across regions.
• Ensure the distribution width and depth is augmented in terms of geography and number of partners, build distribution width for new products, ensure retail programs are run and point of sale material is used effectively to influence customers at point of sale to maximize availability.
• Develop and implement effective sales strategies
• Lead nationwide sales team members to achieve sales targets
• Establish productive and professional
• point of sale material is used effectively to influence customers at point of sale to maximize availability. Develop and implement effective sales strategies
• Lead nationwide sales team members to achieve sales targets
• Establish productive and professional relationships with key personnel in assigned customer accounts
• Negotiate and close agreements with large customers
• Manage and oversee the daily operations of the sales department
• Monitor and analyze performance metrics and suggest improvements
• Prepare monthly, quarterly and annual sales forecasts
• Perform research and identify new potential customers and new market opportunities
• Provide timely and effective solutions aligned with clients' needs
• Timely recovery of dues

JOB RESPONSIBILITIES:

• Responsible for design, implementation, and continuous improvement on automated CI/CD infrastructure
• Displays technical leadership and oversight of implementation and deployment planning, system integration, ongoing data validation processes, quality assurance, delivery, operations, and sustainability of technical solutions
• Responsible for designing topology to meet requirements for uptime, availability, scalability, robustness, fault tolerance & security
• Implement proactive measures for automated detection and resolution of recurring operational issues
• Lead operational support team manage incidents, document root cause and tracking preventive measures
• Identifying and deploying cybersecurity measures by continuously validating/fixing vulnerability assessment reports and risk management
• Responsible for the design and development of tools, installation procedures
• Develops and maintains accurate estimates, timelines, project plans, and status reports
• Organize and maintain packaging and deployment of various internal modules and third-party vendor libraries
• Responsible for the employment, timely performance evaluation, counselling, employee development, and discipline of assigned employees.
• Participates in calls and meetings with customers, vendors, and internal teams on regular basis.
• Perform infrastructure cost analysis and optimization

SKILLS & ABILITIES

Experience: Minimum of 10 years of experience with good technical knowledge regarding build, release, and systems engineering

Technical Skills:

• Experience with DevOps toolchains such as Docker, Rancher, Kubernetes, Bitbucket
• Experience with Apache, Nginx, Tomcat, Prometheus ,Grafana
• Ability to learn/use a wide variety of open-source technologies and tools
• Sound understanding of cloud technologies preferably AWS technologies
• Linux, Windows, Scripting, Configuration Management, Build and Release Engineering
• 6 years of experience in DevOps practices, with a good understanding of DevOps and Agile principles
• Good scripting skills (Python/Perl/Ruby/Bash)
• Experience with standard continuous integration tools Jenkins/Bitbucket Pipelines
• Work on software configuration management systems (Puppet/Chef/Salt/Ansible)
• Microsoft Office Suite (Word, Excel, PowerPoint, Visio, Outlook) and other business productivity tools
• Working knowledge on HSM and PKI (Good to have)

Location:

• Bangalore

Experience:

• 10 + Years.

- Writing queries used for front- end applications (websites, desktop applications)

- Designing and coding database tables to store the application data

.- Data modeling to visualize database structure.

- Reviewing query performance and optimizing code.

• Collaborate with the team members to understand the client requirements.

• Advance coding skills in PHP, HTML, CSS, JavaScript and Scripting language desirable.

• Must have experience in working on frameworks such as Laravel, CodeIgniter.

• Write clean and well-structured codes.

• Produce detailed technical product descriptions.

• Troubleshoot, test and maintain the core product software along with the databases to ensure strong functionality and optimization.

• Contribute to all the software development phases.

• Follow the industry’s best practices for writing clean code.

• Develop and deploy the latest features that facilitate the relevant tools and procedures if required.

• Improve the code-base of our products in a significant manner

• 2+ years of work experience in consumer-facing high traffic (millions of concurrent users) mobile applications with a desire to work in growing fast-paced startups.
• Worked on applications from scratch. Well-versed with building apps for various screen densities and sizes.
• Up to date on upcoming trends in android and its ecosystem with respect to design, architecture, etc.
• Experience in optimizing all important parameters like network utilization, application size, and battery.
• Experience with kotlin, coroutines, dagger, retrofit, Rx-android, and android architecture components, etc.
• Should have used mock frameworks, modular code design, and popular design patterns.

• Good grasp of algorithms, design patterns, memory management, and multithreaded programming.
• Experience with SAAS platforms for mobile development like Analytics, Push Notifications, Cloud Storage, Ad Networks, etc.
• Hands-on experience with Android's debugging, unit-testing, memory, and performance optimization tools.
• Experienced in databases like SQLite, ROOM DB.
• Experience in using Device hardware integrations like GPS, Camera, etc.
• Experience with performance and memory tuning with tools.
• Knowledge of engineering practices like CI-CD.
• Strong communication and team collaboration skills.
• Experience in iterative development methodologies like Agile.